ACO-TSP-Solver.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Name : Aumkar Gadekar <br>\n",
    "Rno : 2017130023 <br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 385,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 416,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>City No</th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>68.283970</td>\n",
       "      <td>448.787844</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>165.236665</td>\n",
       "      <td>113.147765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>436.748970</td>\n",
       "      <td>247.630172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>207.607564</td>\n",
       "      <td>49.265974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>365.113146</td>\n",
       "      <td>235.671481</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>96</td>\n",
       "      <td>97.445653</td>\n",
       "      <td>253.783778</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>97</td>\n",
       "      <td>215.485124</td>\n",
       "      <td>84.684766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>98</td>\n",
       "      <td>443.018985</td>\n",
       "      <td>353.707410</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>99</td>\n",
       "      <td>156.067871</td>\n",
       "      <td>391.056818</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>100</td>\n",
       "      <td>303.993240</td>\n",
       "      <td>145.567493</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>101 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     City No           X           Y\n",
       "0          0   68.283970  448.787844\n",
       "1          1  165.236665  113.147765\n",
       "2          2  436.748970  247.630172\n",
       "3          3  207.607564   49.265974\n",
       "4          4  365.113146  235.671481\n",
       "..       ...         ...         ...\n",
       "96        96   97.445653  253.783778\n",
       "97        97  215.485124   84.684766\n",
       "98        98  443.018985  353.707410\n",
       "99        99  156.067871  391.056818\n",
       "100      100  303.993240  145.567493\n",
       "\n",
       "[101 rows x 3 columns]"
      ]
     },
     "execution_count": 416,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df=pd.read_excel('data.xlsx')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 417,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Roll No.</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>9</td>\n",
       "      <td>17</td>\n",
       "      <td>33</td>\n",
       "      <td>65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>18</td>\n",
       "      <td>34</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>11</td>\n",
       "      <td>19</td>\n",
       "      <td>35</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "      <td>8</td>\n",
       "      <td>12</td>\n",
       "      <td>20</td>\n",
       "      <td>36</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>7</td>\n",
       "      <td>9</td>\n",
       "      <td>13</td>\n",
       "      <td>21</td>\n",
       "      <td>37</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>70</td>\n",
       "      <td>72</td>\n",
       "      <td>74</td>\n",
       "      <td>78</td>\n",
       "      <td>86</td>\n",
       "      <td>1</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>71</td>\n",
       "      <td>73</td>\n",
       "      <td>75</td>\n",
       "      <td>79</td>\n",
       "      <td>87</td>\n",
       "      <td>2</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>72</td>\n",
       "      <td>74</td>\n",
       "      <td>76</td>\n",
       "      <td>80</td>\n",
       "      <td>88</td>\n",
       "      <td>3</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>73</td>\n",
       "      <td>75</td>\n",
       "      <td>77</td>\n",
       "      <td>81</td>\n",
       "      <td>89</td>\n",
       "      <td>4</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>74</td>\n",
       "      <td>76</td>\n",
       "      <td>78</td>\n",
       "      <td>82</td>\n",
       "      <td>90</td>\n",
       "      <td>5</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>74 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Roll No.   1   2   3   4   5   6\n",
       "0          1   3   5   9  17  33  65\n",
       "1          2   4   6  10  18  34  66\n",
       "2          3   5   7  11  19  35  67\n",
       "3          4   6   8  12  20  36  68\n",
       "4          5   7   9  13  21  37  69\n",
       "..       ...  ..  ..  ..  ..  ..  ..\n",
       "69        70  72  74  78  86   1  33\n",
       "70        71  73  75  79  87   2  34\n",
       "71        72  74  76  80  88   3  35\n",
       "72        73  75  77  81  89   4  36\n",
       "73        74  76  78  82  90   5  37\n",
       "\n",
       "[74 rows x 7 columns]"
      ]
     },
     "execution_count": 417,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rows=pd.read_excel('rows.xlsx')\n",
    "rows"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 418,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Roll No.</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>21</td>\n",
       "      <td>23</td>\n",
       "      <td>25</td>\n",
       "      <td>29</td>\n",
       "      <td>37</td>\n",
       "      <td>53</td>\n",
       "      <td>85</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
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      ],
      "text/plain": [
       "    Roll No.   1   2   3   4   5   6\n",
       "20        21  23  25  29  37  53  85"
      ]
     },
     "execution_count": 418,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rows[rows['Roll No.']==21]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 419,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[23, 25, 29, 37, 53, 85]"
      ]
     },
     "execution_count": 419,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "select=[23,25,29,37,53,85]\n",
    "select"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 420,
   "metadata": {},
   "outputs": [],
   "source": [
    "data=np.array(df[['X','Y']])\n",
    "final_data=data[select,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 421,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[140.667011, 152.283173],\n",
       "       [437.215347, 342.013992],\n",
       "       [482.22344 , 439.135008],\n",
       "       [486.380526, 117.46663 ],\n",
       "       [411.382284,  64.137908],\n",
       "       [335.125418, 220.959407]])"
      ]
     },
     "execution_count": 421,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "final_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 422,
   "metadata": {},
   "outputs": [],
   "source": [
    "def dist_matrix(findata):\n",
    "    mat=np.zeros((6,6))\n",
    "    for i in range(6):\n",
    "        for j in range(6):\n",
    "            mat[i][j]=((findata[i][0]-findata[j][0])**2+(findata[i][1]-findata[j][1])**2)**.5\n",
    "    return mat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 425,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>352.049285</td>\n",
       "      <td>446.032252</td>\n",
       "      <td>347.462266</td>\n",
       "      <td>284.703963</td>\n",
       "      <td>206.229235</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>352.049285</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>107.043076</td>\n",
       "      <td>229.866771</td>\n",
       "      <td>279.074301</td>\n",
       "      <td>158.355821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>446.032252</td>\n",
       "      <td>107.043076</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>321.695239</td>\n",
       "      <td>381.629787</td>\n",
       "      <td>263.131946</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>347.462266</td>\n",
       "      <td>229.866771</td>\n",
       "      <td>321.695239</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>92.025480</td>\n",
       "      <td>183.272645</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>284.703963</td>\n",
       "      <td>279.074301</td>\n",
       "      <td>381.629787</td>\n",
       "      <td>92.025480</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>174.379162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>206.229235</td>\n",
       "      <td>158.355821</td>\n",
       "      <td>263.131946</td>\n",
       "      <td>183.272645</td>\n",
       "      <td>174.379162</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            0           1           2           3           4           5\n",
       "0    0.000000  352.049285  446.032252  347.462266  284.703963  206.229235\n",
       "1  352.049285    0.000000  107.043076  229.866771  279.074301  158.355821\n",
       "2  446.032252  107.043076    0.000000  321.695239  381.629787  263.131946\n",
       "3  347.462266  229.866771  321.695239    0.000000   92.025480  183.272645\n",
       "4  284.703963  279.074301  381.629787   92.025480    0.000000  174.379162\n",
       "5  206.229235  158.355821  263.131946  183.272645  174.379162    0.000000"
      ]
     },
     "execution_count": 425,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mat=dist_matrix(final_data)\n",
    "dm=pd.DataFrame(mat)\n",
    "dm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 426,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{0: 23, 1: 25, 2: 29, 3: 37, 4: 53, 5: 85}\n"
     ]
    }
   ],
   "source": [
    "mapping=dict()\n",
    "for j in range(6):\n",
    "    mapping[j]=select[j]\n",
    "print(mapping)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Define number of cities"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 386,
   "metadata": {},
   "outputs": [],
   "source": [
    "n_cities=6"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Distance matrix"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 400,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0, 32, 28, 20, 16, 31, 17, 30, 25],\n",
       "       [32,  0, 28, 21, 12, 29, 12, 29, 20],\n",
       "       [28, 28,  0, 15, 20, 21, 17, 11, 12],\n",
       "       [20, 21, 15,  0, 12, 28,  5, 16, 14],\n",
       "       [16, 12, 20, 12,  0,  5, 13, 33, 20],\n",
       "       [31, 29, 21, 28,  5,  0, 22, 17, 31],\n",
       "       [17, 12, 17,  5, 13, 22,  0, 30, 33],\n",
       "       [30, 29, 11, 16, 33, 17, 30,  0, 24],\n",
       "       [25, 20, 12, 14, 20, 31, 33, 24,  0]])"
      ]
     },
     "execution_count": 400,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "distances=np.random.randint(5,35, size=(n_cities,n_cities))\n",
    "for i in range(n_cities):\n",
    "    for j in range(i):\n",
    "        distances[i][j]=distances[j][i]\n",
    "    distances[i][i]=0\n",
    "distances"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Pheromones"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 401,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02],\n",
       "       [0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02],\n",
       "       [0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02],\n",
       "       [0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02],\n",
       "       [0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02],\n",
       "       [0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02],\n",
       "       [0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02],\n",
       "       [0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02],\n",
       "       [0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02, 0.02]])"
      ]
     },
     "execution_count": 401,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pheromones=np.zeros((n_cities,n_cities))\n",
    "pheromones+=0.02\n",
    "pheromones"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 402,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(9, 9)"
      ]
     },
     "execution_count": 402,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "delta_pheromones=np.zeros((n_cities,n_cities))\n",
    "delta_pheromones.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Fitness function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 403,
   "metadata": {},
   "outputs": [],
   "source": [
    "def fit(fitness,tabu,curr):\n",
    "    for i in range(len(tabu)):\n",
    "        if(tabu[i]==1):\n",
    "            fitness[i]=0\n",
    "        else:\n",
    "            fitness[i]=pheromones[curr-1][i]/(distances[curr-1][i])\n",
    "    return fitness"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Probability"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 404,
   "metadata": {},
   "outputs": [],
   "source": [
    "def probability(prob,fitness):\n",
    "    denom=sum(fitness)\n",
    "    for i in range(len(fitness)):\n",
    "        prob[i]=fitness[i]/denom\n",
    "    return prob"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Roulette"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 405,
   "metadata": {},
   "outputs": [],
   "source": [
    "def roulette(arr):\n",
    "    new=[]\n",
    "    curr=0\n",
    "    for i in range(len(arr)):\n",
    "        new.append(arr[i]+curr)\n",
    "        curr=new[i]\n",
    "    return new"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Choose next city"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 406,
   "metadata": {},
   "outputs": [],
   "source": [
    "def choose(roul,tabu,order):\n",
    "    r=random.random()\n",
    "    for i in range(len(roul)):\n",
    "        if(r<=roul[i]):\n",
    "            sel=i+1\n",
    "            tabu[i]=1\n",
    "            order.append(sel)\n",
    "            return sel "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 407,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "====================================================================================================\n",
      "Iteration number 0 \n",
      "197 [1, 5, 7, 3, 9, 6, 4, 2, 8]\n",
      "164 [1, 2, 5, 4, 7, 6, 3, 8, 9]\n",
      "202 [1, 3, 2, 4, 9, 5, 7, 8, 6]\n",
      "195 [1, 7, 4, 8, 5, 3, 6, 9, 2]\n",
      "178 [1, 2, 5, 4, 3, 9, 6, 8, 7]\n",
      "170 [1, 6, 3, 8, 9, 4, 5, 7, 2]\n",
      "167 [1, 3, 6, 5, 7, 4, 2, 9, 8]\n",
      "153 [1, 7, 4, 8, 3, 9, 5, 2, 6]\n",
      "[[0.018      0.0805     0.08942857 0.018      0.0805     0.05025806\n",
      "  0.13564706 0.018      0.018     ]\n",
      " [0.0805     0.018      0.018      0.06561905 0.18466667 0.05248276\n",
      "  0.018      0.05248276 0.068     ]\n",
      " [0.018      0.05371429 0.018      0.018      0.018      0.1132381\n",
      "  0.018      0.19981818 0.268     ]\n",
      " [0.018      0.1132381  0.08466667 0.018      0.10133333 0.018\n",
      "  0.218      0.143      0.08942857]\n",
      " [0.018      0.10133333 0.068      0.18466667 0.018      0.018\n",
      "  0.32569231 0.018      0.018     ]\n",
      " [0.08251613 0.018      0.1132381  0.05371429 0.218      0.018\n",
      "  0.018      0.07682353 0.05025806]\n",
      " [0.07682353 0.10133333 0.07682353 0.618      0.018      0.06345455\n",
      "  0.018      0.05133333 0.018     ]\n",
      " [0.08466667 0.018      0.10890909 0.018      0.04830303 0.07682353\n",
      "  0.05133333 0.018      0.10133333]\n",
      " [0.058      0.068      0.018      0.08942857 0.118      0.08251613\n",
      "  0.018      0.05966667 0.018     ]]\n",
      "1\n",
      "====================================================================================================\n",
      "Iteration number 1 \n",
      "149 [1, 7, 4, 8, 3, 9, 6, 2, 5]\n",
      "145 [1, 3, 8, 6, 5, 7, 4, 2, 9]\n",
      "154 [1, 2, 7, 9, 3, 8, 6, 5, 4]\n",
      "162 [1, 7, 4, 2, 9, 5, 3, 8, 6]\n",
      "160 [1, 5, 7, 4, 9, 3, 8, 2, 6]\n",
      "155 [1, 5, 4, 8, 3, 9, 2, 6, 7]\n",
      "164 [1, 2, 9, 5, 7, 4, 3, 8, 6]\n",
      "168 [1, 3, 9, 5, 2, 8, 6, 4, 7]\n",
      "[[0.0162     0.13495    0.15191429 0.0162     0.19745    0.04523226\n",
      "  0.23972941 0.0162     0.0162    ]\n",
      " [0.07245    0.0162     0.0162     0.05905714 0.24953333 0.1162\n",
      "  0.09953333 0.08171724 0.2112    ]\n",
      " [0.0162     0.04834286 0.0162     0.0162     0.0162     0.10191429\n",
      "  0.0162     0.63438182 0.4912    ]\n",
      " [0.0662     0.19715238 0.14286667 0.0162     0.0912     0.0162\n",
      "  0.3962     0.2537     0.15191429]\n",
      " [0.0787     0.17453333 0.1112     0.33286667 0.0162     0.0162\n",
      "  0.52389231 0.0162     0.0162    ]\n",
      " [0.17103871 0.05068276 0.10191429 0.08405714 0.5962     0.0162\n",
      "  0.06165455 0.06914118 0.04523226]\n",
      " [0.18678824 0.0912     0.06914118 1.5562     0.0162     0.05710909\n",
      "  0.0162     0.0462     0.04650303]\n",
      " [0.0762     0.05068276 0.27983636 0.0162     0.04347273 0.36325882\n",
      "  0.0462     0.0162     0.0912    ]\n",
      " [0.0922     0.1112     0.18286667 0.08048571 0.2562     0.10652258\n",
      "  0.0162     0.0537     0.0162    ]]\n",
      "2\n",
      "====================================================================================================\n",
      "Iteration number 2 \n",
      "151 [1, 8, 3, 9, 4, 7, 5, 6, 2]\n",
      "154 [1, 7, 4, 8, 6, 9, 3, 2, 5]\n",
      "174 [1, 5, 4, 7, 6, 9, 2, 8, 3]\n",
      "170 [1, 7, 4, 5, 8, 3, 9, 2, 6]\n",
      "148 [1, 2, 7, 4, 3, 9, 5, 6, 8]\n",
      "132 [1, 7, 4, 8, 6, 5, 2, 9, 3]\n",
      "165 [1, 7, 4, 5, 6, 9, 8, 3, 2]\n",
      "125 [1, 7, 4, 2, 5, 6, 8, 3, 9]\n",
      "[[0.01458    0.152705   0.13672286 0.01458    0.240205   0.04070903\n",
      "  0.50987412 0.04791333 0.01458   ]\n",
      " [0.127705   0.01458    0.01458    0.05315143 0.39124667 0.13906276\n",
      "  0.17291333 0.10802828 0.24008   ]\n",
      " [0.08600857 0.11493714 0.01458    0.01458    0.01458    0.09172286\n",
      "  0.01458    0.57094364 0.77541333]\n",
      " [0.05958    0.22505619 0.19524667 0.01458    0.24874667 0.01458\n",
      "  0.75658    0.35333    0.13672286]\n",
      " [0.13333    0.24041333 0.10008    0.38291333 0.01458    0.81458\n",
      "  0.47150308 0.04488303 0.01458   ]\n",
      " [0.1861929  0.08009724 0.09172286 0.07565143 0.73658    0.01458\n",
      "  0.05548909 0.17987412 0.13748323]\n",
      " [0.16810941 0.08208    0.06222706 2.60058    0.09150308 0.09685273\n",
      "  0.01458    0.04158    0.04185273]\n",
      " [0.10191333 0.04561448 0.70639818 0.01458    0.03912545 0.44458\n",
      "  0.04158    0.01458    0.08208   ]\n",
      " [0.12298    0.20008    0.33124667 0.14386571 0.28058    0.09587032\n",
      "  0.01458    0.08999667 0.01458   ]]\n",
      "3\n",
      "====================================================================================================\n",
      "Iteration number 3 \n",
      "141 [1, 7, 4, 8, 3, 9, 6, 5, 2]\n",
      "135 [1, 4, 8, 3, 9, 2, 5, 6, 7]\n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "141 [1, 7, 4, 5, 6, 2, 9, 3, 8]\n",
      "187 [1, 7, 4, 3, 9, 6, 2, 8, 5]\n",
      "147 [1, 7, 4, 2, 5, 6, 3, 9, 8]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "160 [1, 3, 9, 7, 4, 8, 6, 5, 2]\n",
      "[[0.013122   0.1374345  0.15876486 0.063122   0.2161845  0.03663813\n",
      "  0.81182788 0.043122   0.013122  ]\n",
      " [0.1774345  0.013122   0.013122   0.04783629 0.602122   0.12515648\n",
      "  0.155622   0.16619097 0.266072  ]\n",
      " [0.07740771 0.10344343 0.013122   0.013122   0.013122   0.08255057\n",
      "  0.013122   0.60475836 1.28120533]\n",
      " [0.053622   0.25016962 0.24238867 0.013122   0.39053867 0.013122\n",
      "  0.680922   0.567997   0.12305057]\n",
      " [0.182497   0.38303867 0.090072   0.344622   0.013122   1.733122\n",
      "  0.42435277 0.04039473 0.013122  ]\n",
      " [0.19983168 0.14105303 0.17778867 0.06808629 1.062922   0.013122\n",
      "  0.09539473 0.16188671 0.1237349 ]\n",
      " [0.210122   0.073872   0.05600435 3.740522   0.08235277 0.08716745\n",
      "  0.013122   0.037422   0.03766745]\n",
      " [0.191722   0.04105303 0.90848564 0.013122   0.06551594 0.45894553\n",
      "  0.037422   0.013122   0.073872  ]\n",
      " [0.110682   0.330072   0.38145533 0.12947914 0.252522   0.15079942\n",
      "  0.04342503 0.12266367 0.013122  ]]\n",
      "4\n",
      "====================================================================================================\n",
      "Iteration number 4 \n",
      "125 [1, 7, 4, 2, 5, 6, 8, 3, 9]\n",
      "160 [1, 4, 7, 5, 6, 8, 9, 2, 3]\n",
      "178 [1, 3, 9, 5, 6, 2, 8, 7, 4]\n",
      "157 [1, 7, 4, 5, 6, 3, 9, 8, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "132 [1, 7, 4, 8, 6, 5, 2, 9, 3]\n",
      "141 [1, 2, 5, 6, 9, 3, 8, 4, 7]\n",
      "156 [1, 7, 4, 3, 9, 6, 5, 2, 8]\n",
      "[[0.0118098  0.15494105 0.17860266 0.1068098  0.19456605 0.03297432\n",
      "  1.02476274 0.0388098  0.0118098 ]\n",
      " [0.22219105 0.0118098  0.04752409 0.04305266 0.70857647 0.11264083\n",
      "  0.1400598  0.21853739 0.2894648 ]\n",
      " [0.14109551 0.09309909 0.0118098  0.0118098  0.0118098  0.07429551\n",
      "  0.0118098  0.63519162 1.56975147]\n",
      " [0.0982598  0.2727717  0.28481647 0.0118098  0.51815147 0.0118098\n",
      "  1.0128298  0.5736973  0.11074551]\n",
      " [0.1642473  0.51140147 0.0810648  0.3101598  0.0118098  2.7598098\n",
      "  0.38191749 0.03635525 0.0118098 ]\n",
      " [0.17984851 0.16143049 0.20762885 0.06127766 1.3566298  0.0118098\n",
      "  0.08585525 0.32216862 0.14361948]\n",
      " [0.24793333 0.0664848  0.05040392 4.5664698  0.15104057 0.07845071\n",
      "  0.0118098  0.0336798  0.03390071]\n",
      " [0.20588313 0.07143049 0.99945525 0.0743098  0.05896435 0.47187451\n",
      "  0.06701313 0.0118098  0.10815147]\n",
      " [0.1396138  0.3970648  0.50997647 0.11653123 0.2772698  0.16797754\n",
      "  0.03908253 0.15206397 0.0118098 ]]\n",
      "5\n",
      "====================================================================================================\n",
      "Iteration number 5 \n",
      "144 [1, 2, 5, 6, 3, 9, 8, 4, 7]\n",
      "149 [1, 3, 9, 2, 5, 6, 8, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "152 [1, 7, 4, 3, 9, 5, 6, 8, 2]\n",
      "125 [1, 7, 4, 2, 5, 6, 8, 3, 9]\n",
      "157 [1, 7, 4, 5, 6, 3, 9, 8, 2]\n",
      "166 [1, 7, 4, 3, 9, 2, 6, 5, 8]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "[[0.01062882 0.17069695 0.19645668 0.09612882 0.17510945 0.02967688\n",
      "  1.27522764 0.03492882 0.01062882]\n",
      " [0.26247195 0.01062882 0.04277168 0.03874739 1.05438549 0.13585951\n",
      "  0.12605382 0.19668365 0.26051832]\n",
      " [0.12698596 0.08378918 0.01062882 0.01062882 0.01062882 0.06686596\n",
      "  0.01062882 0.57167246 2.07944299]\n",
      " [0.13843382 0.29311358 0.45633482 0.01062882 0.54966965 0.01062882\n",
      "  1.11154682 0.57882757 0.09967096]\n",
      " [0.14782257 0.46026132 0.07295832 0.27914382 0.01062882 3.88382882\n",
      "  0.34372574 0.06302276 0.01062882]\n",
      " [0.19412172 0.14528744 0.28210406 0.05514989 1.42096682 0.01062882\n",
      "  0.07726973 0.52524588 0.12925753]\n",
      " [0.28196353 0.05983632 0.04536353 5.50982282 0.13593651 0.07060564\n",
      "  0.01062882 0.03031182 0.03051064]\n",
      " [0.25196149 0.13325296 1.08132791 0.12937882 0.05306791 0.42468706\n",
      "  0.09364515 0.01062882 0.09733632]\n",
      " [0.16565242 0.55735832 0.45897882 0.10487811 0.29954282 0.15117979\n",
      "  0.03517427 0.2201909  0.01062882]]\n",
      "6\n",
      "====================================================================================================\n",
      "Iteration number 6 \n",
      "168 [1, 2, 5, 6, 4, 7, 9, 3, 8]\n",
      "158 [1, 8, 3, 9, 5, 6, 7, 4, 2]\n",
      "125 [1, 2, 5, 6, 8, 3, 9, 4, 7]\n",
      "152 [1, 7, 4, 3, 9, 5, 6, 8, 2]\n",
      "158 [1, 5, 6, 3, 9, 2, 8, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "[[0.00956594 0.21612725 0.17681101 0.08651594 0.2200985  0.0267092\n",
      "  1.382999   0.06476927 0.00956594]\n",
      " [0.29872475 0.00956594 0.03849451 0.03487265 1.19894694 0.12227356\n",
      "  0.11344844 0.28046356 0.23446649]\n",
      " [0.11428737 0.07541026 0.00956594 0.00956594 0.00956594 0.06017937\n",
      "  0.00956594 0.6054143  2.45483202]\n",
      " [0.17459044 0.31142127 0.54403467 0.00956594 0.66136935 0.00956594\n",
      "  1.40039214 0.52094481 0.08970387]\n",
      " [0.13304031 0.41423519 0.06566249 0.25122944 0.00956594 5.09544594\n",
      "  0.30935317 0.05672048 0.00956594]\n",
      " [0.17470955 0.1307587  0.3967508  0.08534919 1.27887014 0.00956594\n",
      "  0.1149973  0.64919188 0.11633178]\n",
      " [0.3125907  0.05385269 0.04082717 6.15884054 0.12234286 0.06354507\n",
      "  0.00956594 0.02728064 0.0577626 ]\n",
      " [0.36009867 0.15441042 1.1550133  0.11644094 0.04776112 0.38221835\n",
      "  0.11761397 0.00956594 0.08760269]\n",
      " [0.14908718 0.70162249 0.49641427 0.16581887 0.36958854 0.13606181\n",
      "  0.03165685 0.19817181 0.00956594]]\n",
      "7\n",
      "====================================================================================================\n",
      "Iteration number 7 \n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "153 [1, 2, 5, 6, 7, 4, 9, 8, 3]\n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "137 [1, 5, 6, 3, 9, 2, 7, 4, 8]\n",
      "147 [1, 7, 4, 8, 3, 9, 5, 6, 2]\n",
      "152 [1, 7, 4, 3, 9, 5, 6, 8, 2]\n",
      "158 [1, 7, 4, 3, 8, 9, 5, 6, 2]\n",
      "[[0.00860934 0.22576453 0.15912991 0.07786434 0.26058865 0.02403828\n",
      "  1.59764027 0.05829234 0.00860934]\n",
      " [0.36260228 0.00860934 0.03464506 0.03138539 1.24571891 0.1100462\n",
      "  0.18543693 0.32138272 0.21101984]\n",
      " [0.13857292 0.06786923 0.00860934 0.00860934 0.00860934 0.05416143\n",
      "  0.00860934 0.63578196 2.70934882]\n",
      " [0.15713139 0.28027914 0.62296454 0.00860934 0.76189909 0.00860934\n",
      "  1.26035292 0.65635033 0.15216205]\n",
      " [0.11973628 0.37281167 0.05909624 0.22610649 0.00860934 6.18590134\n",
      "  0.27841785 0.05104844 0.00860934]\n",
      " [0.18949666 0.18664834 0.49993286 0.07681427 1.15098312 0.00860934\n",
      "  0.14895212 0.64309622 0.1046986 ]\n",
      " [0.28133163 0.04846742 0.03674446 7.14295648 0.11010857 0.05719057\n",
      "  0.00860934 0.02455257 0.05198634]\n",
      " [0.4240888  0.17345214 1.31223924 0.10479684 0.04298501 0.34399651\n",
      "  0.10585257 0.00860934 0.12050909]\n",
      " [0.13417846 0.83146024 0.44677284 0.14923698 0.48262968 0.12245563\n",
      "  0.02849116 0.2200213  0.00860934]]\n",
      "8\n",
      "====================================================================================================\n",
      "Iteration number 8 \n",
      "138 [1, 5, 6, 2, 8, 3, 9, 4, 7]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "135 [1, 2, 9, 3, 8, 6, 5, 7, 4]\n",
      "168 [1, 5, 6, 2, 8, 3, 4, 7, 9]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "144 [1, 7, 4, 8, 6, 5, 3, 9, 2]\n",
      "141 [1, 3, 9, 2, 7, 4, 5, 6, 8]\n",
      "132 [1, 7, 4, 8, 6, 5, 2, 9, 3]\n",
      "[[0.00774841 0.23443807 0.1789312  0.07007791 0.35952979 0.02163445\n",
      "  1.67317036 0.05246311 0.00774841]\n",
      " [0.38884205 0.00774841 0.03118055 0.02824685 1.20448035 0.09904158\n",
      "  0.25022657 0.35820997 0.28991786]\n",
      " [0.16042991 0.06108231 0.00774841 0.07441508 0.00774841 0.04874529\n",
      "  0.00774841 0.66311286 2.8550806 ]\n",
      " [0.19141825 0.25225123 0.62733475 0.00774841 0.85237584 0.00774841\n",
      "  1.53431763 0.7157153  0.13694585]\n",
      " [0.10776265 0.41886384 0.10318662 0.20349584 0.00774841 6.56731121\n",
      "  0.32749914 0.04594359 0.00774841]\n",
      " [0.17054699 0.23694903 0.44993957 0.06913284 1.63588481 0.00774841\n",
      "  0.13405691 0.75525719 0.09422874]\n",
      " [0.312022   0.04362068 0.03307001 7.62866084 0.09909772 0.05147151\n",
      "  0.00774841 0.02209732 0.07709074]\n",
      " [0.44834659 0.15610692 1.45374259 0.09431716 0.03868651 0.48606745\n",
      "  0.09526732 0.00774841 0.10845818]\n",
      " [0.16076061 0.94831422 0.56876223 0.20574185 0.43436672 0.11021007\n",
      "  0.02564205 0.19801917 0.00774841]]\n",
      "9\n",
      "====================================================================================================\n",
      "Iteration number 9 \n",
      "149 [1, 3, 9, 2, 5, 6, 8, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "145 [1, 7, 4, 5, 6, 8, 2, 9, 3]\n",
      "144 [1, 5, 6, 3, 9, 4, 7, 2, 8]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "[[6.97356880e-03 2.10994266e-01 1.96752369e-01 6.30701188e-02\n",
      "  4.48576807e-01 1.94710039e-02 1.79997097e+00 4.72167988e-02\n",
      "  6.97356880e-03]\n",
      " [3.81207843e-01 6.97356880e-03 2.80624974e-02 2.54221635e-02\n",
      "  1.41736565e+00 8.91374243e-02 3.08537245e-01 3.56871727e-01\n",
      "  3.10926070e-01]\n",
      " [1.80101205e-01 5.49740791e-02 6.97356880e-03 6.69735688e-02\n",
      "  6.97356880e-03 4.38707582e-02 6.97356880e-03 5.96801571e-01\n",
      "  3.15290588e+00]\n",
      " [2.72276429e-01 2.27026107e-01 6.31267942e-01 6.97356880e-03\n",
      "  9.33804926e-01 6.97356880e-03 1.58088587e+00 7.69143769e-01\n",
      "  1.23251262e-01]\n",
      " [9.69863882e-02 3.76977452e-01 9.28679538e-02 1.83146260e-01\n",
      "  6.97356880e-03 7.51058009e+00 2.94749229e-01 4.13492324e-02\n",
      "  6.97356880e-03]\n",
      " [2.18008424e-01 2.13254124e-01 4.52564663e-01 6.22195581e-02\n",
      "  1.47229633e+00 6.97356880e-03 1.20651215e-01 9.73849115e-01\n",
      "  8.48058652e-02]\n",
      " [2.80819799e-01 1.22591943e-01 2.97630093e-02 8.26579475e+00\n",
      "  8.91879457e-02 4.63243592e-02 6.97356880e-03 1.98875851e-02\n",
      "  6.93816661e-02]\n",
      " [4.70178598e-01 1.74978990e-01 1.67200470e+00 8.48854438e-02\n",
      "  3.48178563e-02 4.37460706e-01 1.19073918e-01 6.97356880e-03\n",
      "  9.76123596e-02]\n",
      " [1.44684553e-01 1.15348279e+00 5.95219337e-01 2.56596239e-01\n",
      "  3.90930044e-01 9.91890587e-02 2.30778415e-02 1.78217252e-01\n",
      "  6.97356880e-03]]\n",
      "10\n",
      "====================================================================================================\n",
      "Iteration number 10 \n",
      "137 [1, 5, 6, 3, 9, 2, 7, 4, 8]\n",
      "152 [1, 2, 8, 3, 9, 4, 7, 5, 6]\n",
      "152 [1, 7, 4, 3, 9, 5, 6, 8, 2]\n",
      "158 [1, 7, 4, 5, 6, 9, 2, 8, 3]\n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "152 [1, 7, 4, 3, 9, 5, 6, 8, 2]\n",
      "[[6.27621192e-03 2.21144839e-01 1.77077132e-01 5.67631069e-02\n",
      "  4.66219126e-01 1.75239035e-02 1.97291505e+00 4.24951189e-02\n",
      "  6.27621192e-03]\n",
      " [4.05587059e-01 6.27621192e-03 2.52562476e-02 2.28799472e-02\n",
      "  1.44229575e+00 8.02236819e-02 3.61016854e-01 4.24632831e-01\n",
      "  2.79833463e-01]\n",
      " [1.97805370e-01 4.94766712e-02 6.27621192e-03 6.02762119e-02\n",
      "  6.27621192e-03 3.94836824e-02 6.27621192e-03 5.37121414e-01\n",
      "  3.42094862e+00]\n",
      " [2.45048786e-01 2.04323496e-01 8.34807815e-01 6.27621192e-03\n",
      "  1.00709110e+00 6.27621192e-03 1.62279728e+00 7.54729392e-01\n",
      "  1.10926135e-01]\n",
      " [8.72877494e-02 3.39279707e-01 8.35811584e-02 1.64831634e-01\n",
      "  6.27621192e-03 8.35952208e+00 2.65274306e-01 3.72143092e-02\n",
      "  6.27621192e-03]\n",
      " [2.28465646e-01 1.91928712e-01 5.02546292e-01 5.59976022e-02\n",
      "  1.32506670e+00 6.27621192e-03 1.08586093e-01 1.11175832e+00\n",
      "  1.08583343e-01]\n",
      " [2.52737819e-01 1.10332749e-01 2.67867084e-02 8.83921528e+00\n",
      "  1.57192228e-01 4.16919233e-02 6.27621192e-03 1.78988266e-02\n",
      "  6.24434995e-02]\n",
      " [5.56494072e-01 2.26446608e-01 1.68662241e+00 7.63968994e-02\n",
      "  3.13360707e-02 3.93714636e-01 1.07166527e-01 6.27621192e-03\n",
      "  8.78511236e-02]\n",
      " [1.30216097e-01 1.28813451e+00 5.35697403e-01 3.02365187e-01\n",
      "  4.51837040e-01 8.92701529e-02 2.07700574e-02 1.60395527e-01\n",
      "  6.27621192e-03]]\n",
      "11\n",
      "====================================================================================================\n",
      "Iteration number 11 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "152 [1, 7, 4, 3, 9, 5, 6, 8, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 2, 4, 7]\n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "136 [1, 7, 4, 3, 9, 2, 8, 6, 5]\n",
      "[[5.64859073e-03 1.99030355e-01 1.59369419e-01 5.10867962e-02\n",
      "  4.82097214e-01 1.57715132e-02 2.18738825e+00 3.82456070e-02\n",
      "  5.64859073e-03]\n",
      " [4.90028353e-01 5.64859073e-03 2.27306229e-02 6.82110001e-02\n",
      "  1.38139951e+00 7.22013137e-02 3.24915168e-01 4.51135065e-01\n",
      "  2.51850116e-01]\n",
      " [1.78024833e-01 4.45290041e-02 5.64859073e-03 5.42485907e-02\n",
      "  5.64859073e-03 3.55353142e-02 5.64859073e-03 4.83409273e-01\n",
      "  3.74552043e+00]\n",
      " [2.20543908e-01 1.83891147e-01 8.84660366e-01 5.64859073e-03\n",
      "  1.23971532e+00 5.64859073e-03 1.66051755e+00 7.41756453e-01\n",
      "  9.98335219e-02]\n",
      " [1.41058974e-01 3.05351736e-01 7.52230425e-02 1.48348471e-01\n",
      "  5.64859073e-03 8.92356987e+00 2.38746876e-01 3.34928783e-02\n",
      "  5.64859073e-03]\n",
      " [2.37877146e-01 1.72735841e-01 4.99910710e-01 5.03978420e-02\n",
      "  1.39256003e+00 5.64859073e-03 9.77274839e-02 1.29470014e+00\n",
      "  9.77250089e-02]\n",
      " [2.86287566e-01 9.92994737e-02 2.41080376e-02 9.35529375e+00\n",
      "  1.41473005e-01 3.75227310e-02 5.64859073e-03 1.61089439e-02\n",
      "  5.61991495e-02]\n",
      " [5.34177998e-01 2.38284706e-01 1.97250562e+00 6.87572095e-02\n",
      "  2.82024636e-02 4.13166702e-01 9.64498739e-02 5.64859073e-03\n",
      "  7.90660112e-02]\n",
      " [1.17194488e-01 1.50932106e+00 4.82127663e-01 2.72128668e-01\n",
      "  4.56653336e-01 8.03431376e-02 1.86930516e-02 1.44355974e-01\n",
      "  5.64859073e-03]]\n",
      "12\n",
      "====================================================================================================\n",
      "Iteration number 12 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "151 [1, 7, 4, 9, 2, 6, 5, 3, 8]\n",
      "125 [1, 7, 4, 2, 5, 6, 8, 3, 9]\n",
      "160 [1, 6, 5, 7, 4, 3, 9, 2, 8]\n",
      "132 [1, 3, 9, 2, 5, 6, 8, 4, 7]\n",
      "[[5.08373166e-03 1.79127320e-01 1.79146763e-01 4.59781166e-02\n",
      "  4.96387492e-01 4.64524264e-02 2.26276708e+00 3.44210463e-02\n",
      "  5.08373166e-03]\n",
      " [5.34775518e-01 5.08373166e-03 2.04575606e-02 6.13899001e-02\n",
      "  1.40992623e+00 9.94639409e-02 3.75756985e-01 4.40504317e-01\n",
      "  2.26665105e-01]\n",
      " [1.60222350e-01 4.00761037e-02 5.08373166e-03 4.88237317e-02\n",
      "  5.08373166e-03 3.19817828e-02 5.08373166e-03 5.25977436e-01\n",
      "  3.95430172e+00]\n",
      " [2.48489517e-01 2.13121079e-01 8.62860996e-01 5.08373166e-03\n",
      "  1.36574379e+00 5.08373166e-03 1.69446580e+00 6.67580807e-01\n",
      "  1.61278741e-01]\n",
      " [1.26953077e-01 2.74816563e-01 1.17700738e-01 1.33513624e-01\n",
      "  5.08373166e-03 9.23121288e+00 2.91795265e-01 3.01435904e-02\n",
      "  5.08373166e-03]\n",
      " [2.14089431e-01 1.55462257e-01 4.49919639e-01 4.53580578e-02\n",
      "  1.65330403e+00 5.08373166e-03 8.79547355e-02 1.51817130e+00\n",
      "  8.79525080e-02]\n",
      " [3.16482339e-01 8.93695264e-02 2.16972338e-02 9.81976437e+00\n",
      "  1.27325705e-01 3.37704579e-02 5.08373166e-03 1.44980495e-02\n",
      "  5.05792346e-02]\n",
      " [5.47426865e-01 2.14456235e-01 2.22980051e+00 1.24381489e-01\n",
      "  2.53822173e-02 3.71850031e-01 8.68048865e-02 5.08373166e-03\n",
      "  7.11594101e-02]\n",
      " [1.45475039e-01 1.70838896e+00 4.33914897e-01 2.44915801e-01\n",
      "  4.10988002e-01 7.23088238e-02 1.68237465e-02 1.29920376e-01\n",
      "  5.08373166e-03]]\n",
      "13\n",
      "====================================================================================================\n",
      "Iteration number 13 \n",
      "125 [1, 2, 5, 6, 8, 3, 9, 4, 7]\n",
      "147 [1, 7, 4, 8, 3, 9, 5, 6, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 2, 4, 7]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "147 [1, 7, 4, 8, 3, 9, 5, 6, 2]\n",
      "[[4.57535849e-03 1.92464588e-01 1.61232086e-01 4.13803049e-02\n",
      "  5.71748743e-01 4.18071837e-02 2.33060802e+00 3.09789417e-02\n",
      "  4.57535849e-03]\n",
      " [5.75047966e-01 4.57535849e-03 1.84118045e-02 1.02869958e-01\n",
      "  1.51893360e+00 8.95175468e-02 4.21514620e-01 3.96453885e-01\n",
      "  2.03998594e-01]\n",
      " [1.44200115e-01 3.60684933e-02 4.57535849e-03 4.39413585e-02\n",
      "  4.57535849e-03 2.87836045e-02 4.57535849e-03 4.73379693e-01\n",
      "  4.22553821e+00]\n",
      " [2.73640565e-01 1.91808972e-01 8.43241563e-01 4.57535849e-03\n",
      "  1.31250275e+00 4.57535849e-03 1.92501922e+00 7.88322727e-01\n",
      "  1.45150867e-01]\n",
      " [1.14257769e-01 2.47334906e-01 1.05930664e-01 1.20162261e-01\n",
      "  4.57535849e-03 9.90809160e+00 2.62615739e-01 2.71292314e-02\n",
      "  4.57535849e-03]\n",
      " [2.24938553e-01 2.08881548e-01 4.04927675e-01 4.08222520e-02\n",
      "  1.48797362e+00 4.57535849e-03 7.91592620e-02 1.66047182e+00\n",
      "  7.91572572e-02]\n",
      " [4.02481164e-01 8.04325737e-02 1.95275104e-02 1.00377879e+01\n",
      "  1.14593134e-01 3.03934121e-02 4.57535849e-03 1.30482446e-02\n",
      "  4.55213111e-02]\n",
      " [5.26017512e-01 1.93010612e-01 2.64318410e+00 1.11943340e-01\n",
      "  2.28439955e-02 3.34665028e-01 7.81243979e-02 4.57535849e-03\n",
      "  6.40434691e-02]\n",
      " [1.30927535e-01 1.78755006e+00 3.90523407e-01 2.91852793e-01\n",
      "  4.69889202e-01 6.50779414e-02 1.51413718e-02 1.16928339e-01\n",
      "  4.57535849e-03]]\n",
      "14\n",
      "====================================================================================================\n",
      "Iteration number 14 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "125 [1, 2, 5, 6, 8, 3, 9, 4, 7]\n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "137 [1, 5, 6, 3, 9, 2, 7, 4, 8]\n",
      "[[4.11782264e-03 2.04468129e-01 1.45108878e-01 3.72422745e-02\n",
      "  7.02073869e-01 3.76264654e-02 2.33284133e+00 2.78810475e-02\n",
      "  4.11782264e-03]\n",
      " [5.48793169e-01 4.11782264e-03 1.65706241e-02 9.25829619e-02\n",
      "  1.61704024e+00 8.05657921e-02 6.29363158e-01 3.91291255e-01\n",
      "  1.83598735e-01]\n",
      " [1.29780103e-01 3.24616440e-02 4.11782264e-03 3.95472226e-02\n",
      "  4.11782264e-03 2.59052440e-02 4.11782264e-03 4.26041724e-01\n",
      "  4.46965106e+00]\n",
      " [3.46276509e-01 1.72628074e-01 7.58917407e-01 4.11782264e-03\n",
      "  1.34791914e+00 4.11782264e-03 1.93251730e+00 8.96990454e-01\n",
      "  1.30635780e-01]\n",
      " [1.02831992e-01 2.22601416e-01 9.53375980e-02 1.08146035e-01\n",
      "  4.11782264e-03 1.05172824e+01 2.36354165e-01 2.44163083e-02\n",
      "  4.11782264e-03]\n",
      " [2.66960826e-01 1.87993393e-01 4.59673003e-01 3.67400268e-02\n",
      "  1.33917626e+00 4.11782264e-03 7.12433358e-02 1.72971875e+00\n",
      "  7.12415315e-02]\n",
      " [4.21056577e-01 7.23893164e-02 1.75747594e-02 1.04340091e+01\n",
      "  1.03133821e-01 2.73540709e-02 4.11782264e-03 1.17434201e-02\n",
      "  4.09691800e-02]\n",
      " [5.40082427e-01 1.73709551e-01 2.92432024e+00 1.00749006e-01\n",
      "  2.05595960e-02 3.01198525e-01 7.03119581e-02 4.11782264e-03\n",
      "  5.76391222e-02]\n",
      " [1.17834782e-01 1.95879505e+00 3.51471066e-01 3.34096085e-01\n",
      "  4.22900282e-01 5.85701473e-02 1.36272346e-02 1.05235505e-01\n",
      "  4.11782264e-03]]\n",
      "15\n",
      "====================================================================================================\n",
      "Iteration number 15 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "152 [1, 5, 6, 8, 3, 9, 7, 4, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.70604038e-03 1.84021316e-01 1.30597990e-01 3.35180470e-02\n",
      "  8.19366482e-01 3.38638188e-02 2.39367485e+00 2.50929428e-02\n",
      "  3.70604038e-03]\n",
      " [6.50163852e-01 3.70604038e-03 1.49135617e-02 8.33246657e-02\n",
      "  1.62200289e+00 7.25092129e-02 6.49760175e-01 3.52162130e-01\n",
      "  1.65238861e-01]\n",
      " [1.16802093e-01 2.92154796e-02 3.70604038e-03 3.55925004e-02\n",
      "  3.70604038e-03 2.33147196e-02 3.70604038e-03 3.83437551e-01\n",
      "  4.68935262e+00]\n",
      " [3.61648858e-01 2.02984315e-01 6.83025666e-01 3.70604038e-03\n",
      "  1.46312722e+00 3.70604038e-03 1.93926557e+00 9.32291409e-01\n",
      "  1.17572202e-01]\n",
      " [9.25487931e-02 2.00341274e-01 8.58038382e-02 9.73314317e-02\n",
      "  3.70604038e-03 1.10655542e+01 2.12718748e-01 2.19746774e-02\n",
      "  3.70604038e-03]\n",
      " [3.04780873e-01 1.69194054e-01 4.13705703e-01 3.30660242e-02\n",
      "  1.20525863e+00 3.70604038e-03 6.41190022e-02 1.90968805e+00\n",
      "  6.41173783e-02]\n",
      " [3.78950919e-01 1.48483718e-01 1.58172834e-02 1.07906082e+01\n",
      "  9.28204388e-02 2.46186638e-02 3.70604038e-03 1.05690781e-02\n",
      "  3.68722620e-02]\n",
      " [4.86074184e-01 1.56338596e-01 3.35916094e+00 9.06741051e-02\n",
      "  1.85036364e-02 2.71078673e-01 6.32807623e-02 3.70604038e-03\n",
      "  5.18752100e-02]\n",
      " [1.06051303e-01 2.06291555e+00 3.16323960e-01 3.72115048e-01\n",
      "  3.80610254e-01 5.27131326e-02 4.25675415e-02 9.47119544e-02\n",
      "  3.70604038e-03]]\n",
      "16\n",
      "====================================================================================================\n",
      "Iteration number 16 \n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "156 [1, 2, 8, 3, 9, 5, 6, 7, 4]\n",
      "154 [1, 2, 5, 6, 8, 9, 4, 7, 3]\n",
      "131 [1, 2, 7, 4, 5, 6, 8, 3, 9]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.33543634e-03 2.59369184e-01 1.17538191e-01 3.01662423e-02\n",
      "  8.62429834e-01 3.04774369e-02 2.33077795e+00 2.25836485e-02\n",
      "  3.33543634e-03]\n",
      " [5.85147467e-01 3.33543634e-03 1.34222055e-02 7.49921991e-02\n",
      "  1.79313593e+00 6.52582916e-02 8.34784158e-01 3.51428675e-01\n",
      "  1.48714975e-01]\n",
      " [1.40836169e-01 2.62939316e-02 3.33543634e-03 3.20332503e-02\n",
      "  3.33543634e-03 2.09832477e-02 3.33543634e-03 3.45093796e-01\n",
      "  4.80375069e+00]\n",
      " [4.75483972e-01 1.82685883e-01 7.48056433e-01 3.33543634e-03\n",
      "  1.40014783e+00 3.33543634e-03 1.94533901e+00 9.01562268e-01\n",
      "  1.05814982e-01]\n",
      " [8.32939138e-02 1.80307147e-01 7.72234544e-02 8.75982885e-02\n",
      "  3.33543634e-03 1.15589988e+01 1.91446873e-01 1.97772097e-02\n",
      "  3.33543634e-03]\n",
      " [3.06560850e-01 1.52274649e-01 3.72335133e-01 2.97594217e-02\n",
      "  1.08473277e+00 3.33543634e-03 1.03161647e-01 2.07166042e+00\n",
      "  5.77056405e-02]\n",
      " [3.41055827e-01 1.33635346e-01 7.30590845e-02 1.11115474e+01\n",
      "  8.35383949e-02 2.21567974e-02 3.33543634e-03 9.51217030e-03\n",
      "  3.31850358e-02]\n",
      " [5.04133433e-01 1.40704736e-01 3.47779030e+00 8.16066946e-02\n",
      "  1.66532728e-02 2.43970806e-01 5.69526861e-02 3.33543634e-03\n",
      "  8.83543556e-02]\n",
      " [1.35446173e-01 2.10662399e+00 2.84691564e-01 4.06332114e-01\n",
      "  3.92549228e-01 4.74418193e-02 3.83107873e-02 8.52407590e-02\n",
      "  3.33543634e-03]]\n",
      "17\n",
      "====================================================================================================\n",
      "Iteration number 17 \n",
      "139 [1, 7, 4, 3, 9, 8, 6, 5, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "145 [1, 7, 4, 5, 6, 8, 2, 9, 3]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "153 [1, 2, 7, 4, 5, 6, 3, 9, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "[[3.00189271e-03 2.64682266e-01 1.05784372e-01 2.71496181e-02\n",
      "  8.38686850e-01 2.74296933e-02 2.45064133e+00 2.03252836e-02\n",
      "  3.00189271e-03]\n",
      " [5.89132720e-01 3.00189271e-03 1.20799849e-02 6.74929792e-02\n",
      "  1.86382234e+00 5.87324625e-02 9.17972409e-01 3.16285808e-01\n",
      "  1.83843478e-01]\n",
      " [1.62466838e-01 2.36645385e-02 3.00189271e-03 2.88299253e-02\n",
      "  3.00189271e-03 1.88849229e-02 3.00189271e-03 3.10584416e-01\n",
      "  4.90670895e+00]\n",
      " [4.77935575e-01 1.64417295e-01 8.73250790e-01 3.00189271e-03\n",
      "  1.51013305e+00 3.00189271e-03 1.75080511e+00 8.73906041e-01\n",
      "  9.52334838e-02]\n",
      " [7.49645224e-02 2.45609765e-01 6.95011090e-02 7.88384597e-02\n",
      "  3.00189271e-03 1.18030989e+01 1.72302186e-01 1.77994887e-02\n",
      "  3.00189271e-03]\n",
      " [3.08162830e-01 1.37047184e-01 3.82720667e-01 2.67834796e-02\n",
      "  1.17625949e+00 3.00189271e-03 9.28454827e-02 2.15861203e+00\n",
      "  5.19350765e-02]\n",
      " [3.06950245e-01 1.20271812e-01 6.57531761e-02 1.16003927e+01\n",
      "  7.51845554e-02 1.99411177e-02 3.00189271e-03 8.56095327e-03\n",
      "  2.98665322e-02]\n",
      " [5.53720089e-01 1.61117021e-01 3.40273854e+00 7.34460252e-02\n",
      "  1.49879455e-02 2.78397254e-01 5.12574175e-02 3.00189271e-03\n",
      "  7.95189201e-02]\n",
      " [1.21901556e-01 2.14596160e+00 3.39555741e-01 3.65698903e-01\n",
      "  3.53294305e-01 4.26976374e-02 3.44797086e-02 1.60050016e-01\n",
      "  3.00189271e-03]]\n",
      "18\n",
      "====================================================================================================\n",
      "Iteration number 18 \n",
      "152 [1, 7, 4, 3, 9, 5, 6, 8, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 9, 2, 5, 6, 8, 3]\n",
      "133 [1, 8, 6, 5, 2, 7, 4, 3, 9]\n",
      "152 [1, 7, 4, 3, 9, 5, 6, 8, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "[[2.70170344e-03 2.38214039e-01 9.52059346e-02 2.44346563e-02\n",
      "  7.54818165e-01 2.46867239e-02 2.61734190e+00 5.16260886e-02\n",
      "  2.70170344e-03]\n",
      " [6.86469448e-01 2.70170344e-03 1.08719865e-02 6.07436813e-02\n",
      "  1.84410677e+00 5.28592162e-02 9.09508501e-01 2.84657227e-01\n",
      "  1.65459130e-01]\n",
      " [1.81934440e-01 2.12980846e-02 2.70170344e-03 2.59469328e-02\n",
      "  2.70170344e-03 1.69964306e-02 2.70170344e-03 2.79525975e-01\n",
      "  4.99937139e+00]\n",
      " [4.30142017e-01 1.47975565e-01 9.85925711e-01 2.70170344e-03\n",
      "  1.60911975e+00 2.70170344e-03 1.57572460e+00 8.49015437e-01\n",
      "  1.57138707e-01]\n",
      " [6.74680702e-02 3.04382122e-01 6.25509981e-02 7.09546137e-02\n",
      "  2.70170344e-03 1.20227890e+01 1.55071967e-01 1.60195399e-02\n",
      "  2.70170344e-03]\n",
      " [3.09604611e-01 1.23342465e-01 3.44448600e-01 2.41051316e-02\n",
      "  1.25863354e+00 2.70170344e-03 8.35609344e-02 2.29569200e+00\n",
      "  4.67415688e-02]\n",
      " [2.76255220e-01 1.08244630e-01 5.91778585e-02 1.20403534e+01\n",
      "  6.76660999e-02 1.79470059e-02 2.70170344e-03 7.70485795e-03\n",
      "  2.68798790e-02]\n",
      " [4.98348080e-01 2.13970836e-01 3.51701014e+00 6.61014226e-02\n",
      "  1.34891509e-02 3.09381058e-01 4.61316757e-02 2.70170344e-03\n",
      "  7.15670281e-02]\n",
      " [1.49711400e-01 2.18136544e+00 3.05600167e-01 3.29129013e-01\n",
      "  4.17964875e-01 3.84278736e-02 3.10317377e-02 1.44045015e-01\n",
      "  2.70170344e-03]]\n",
      "19\n",
      "====================================================================================================\n",
      "Iteration number 19 \n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "147 [1, 7, 4, 8, 3, 9, 5, 6, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 9, 2, 5, 6, 8, 3]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.43153309e-03 2.14392635e-01 8.56853412e-02 2.19911906e-02\n",
      "  7.41836349e-01 2.22180515e-02 2.76737242e+00 4.64634798e-02\n",
      "  2.43153309e-03]\n",
      " [7.74072504e-01 2.43153309e-03 9.78478781e-03 5.46693132e-02\n",
      "  1.90969609e+00 4.75732946e-02 8.18557651e-01 2.56191504e-01\n",
      "  1.48913217e-01]\n",
      " [1.99455282e-01 1.91682762e-02 2.43153309e-03 2.33522395e-02\n",
      "  2.43153309e-03 1.52967875e-02 2.43153309e-03 2.51573377e-01\n",
      "  5.08276759e+00]\n",
      " [3.87127816e-01 1.33178009e-01 1.02066647e+00 2.43153309e-03\n",
      "  1.69820777e+00 2.43153309e-03 1.61815214e+00 8.26613893e-01\n",
      "  2.12853408e-01]\n",
      " [6.07212632e-02 2.73943910e-01 5.62958982e-02 6.38591524e-02\n",
      "  2.43153309e-03 1.24205101e+01 1.39564771e-01 1.44175859e-02\n",
      "  2.43153309e-03]\n",
      " [2.78644150e-01 1.45490977e-01 3.10003740e-01 2.16946184e-02\n",
      "  1.13277019e+00 2.43153309e-03 7.52048410e-02 2.47788751e+00\n",
      "  4.20674119e-02]\n",
      " [2.48629698e-01 1.80753501e-01 5.32600726e-02 1.22363181e+01\n",
      "  6.08994899e-02 1.61523053e-02 2.43153309e-03 6.93437215e-03\n",
      "  2.41918911e-02]\n",
      " [5.15179939e-01 1.92573753e-01 3.71076367e+00 5.94912804e-02\n",
      "  1.21402358e-02 2.78442953e-01 4.15185081e-02 2.43153309e-03\n",
      "  6.44103253e-02]\n",
      " [1.34740260e-01 2.26322889e+00 2.75040150e-01 3.67644683e-01\n",
      "  4.26168387e-01 3.45850863e-02 2.79285640e-02 1.29640513e-01\n",
      "  2.43153309e-03]]\n",
      "20\n",
      "====================================================================================================\n",
      "Iteration number 20 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "136 [1, 7, 4, 3, 9, 2, 8, 6, 5]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 7, 4, 2, 9, 3, 8, 6, 5]\n",
      "[[2.18837978e-03 1.92953372e-01 7.71168070e-02 1.97920716e-02\n",
      "  6.67652714e-01 1.99962464e-02 2.96122341e+00 4.18171318e-02\n",
      "  2.18837978e-03]\n",
      " [8.21665253e-01 2.18837978e-03 8.80630903e-03 4.92023819e-02\n",
      "  1.88539315e+00 4.28159651e-02 7.36701886e-01 2.65055113e-01\n",
      "  1.84021895e-01]\n",
      " [1.79509753e-01 1.72514485e-02 2.18837978e-03 2.10170155e-02\n",
      "  2.18837978e-03 1.37671088e-02 2.18837978e-03 3.17325130e-01\n",
      "  5.15782416e+00]\n",
      " [3.48415034e-01 1.67479256e-01 9.85266492e-01 2.18837978e-03\n",
      "  1.86172033e+00 2.18837978e-03 1.45633692e+00 8.68952504e-01\n",
      "  1.91568067e-01]\n",
      " [1.79649137e-01 2.46549519e-01 5.06663084e-02 5.74732371e-02\n",
      "  2.18837978e-03 1.23784591e+01 1.25608294e-01 1.29758273e-02\n",
      "  2.18837978e-03]\n",
      " [3.15295864e-01 1.30941880e-01 2.79003366e-01 1.95251566e-02\n",
      "  1.41949317e+00 2.18837978e-03 6.76843569e-02 2.46539288e+00\n",
      "  3.78606707e-02]\n",
      " [2.23766728e-01 1.62678151e-01 4.79340653e-02 1.26126863e+01\n",
      "  5.48095409e-02 1.45370748e-02 2.18837978e-03 6.24093494e-03\n",
      "  2.17727020e-02]\n",
      " [4.63661945e-01 1.73316377e-01 3.88514185e+00 5.35421523e-02\n",
      "  1.09262123e-02 3.68245716e-01 3.73666573e-02 2.18837978e-03\n",
      "  5.79692927e-02]\n",
      " [1.21266234e-01 2.38690600e+00 3.30869468e-01 3.30880215e-01\n",
      "  3.83551549e-01 3.11265776e-02 2.51357076e-02 1.16676462e-01\n",
      "  2.18837978e-03]]\n",
      "21\n",
      "====================================================================================================\n",
      "Iteration number 21 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "149 [1, 3, 9, 2, 8, 6, 5, 7, 4]\n",
      "[[1.96954180e-03 1.73658035e-01 1.05119412e-01 1.78128644e-02\n",
      "  7.25887442e-01 1.79966217e-02 2.95921872e+00 3.76354186e-02\n",
      "  1.96954180e-03]\n",
      " [8.64498728e-01 1.96954180e-03 7.92567813e-03 4.42821437e-02\n",
      "  1.78018717e+00 3.85343686e-02 8.29698364e-01 2.73032360e-01\n",
      "  1.65619706e-01]\n",
      " [1.61558778e-01 1.55263037e-02 1.96954180e-03 1.89153140e-02\n",
      "  1.96954180e-03 1.23903979e-02 1.96954180e-03 2.85592617e-01\n",
      "  5.30870841e+00]\n",
      " [4.63573531e-01 1.50731330e-01 9.53406510e-01 1.96954180e-03\n",
      "  2.00888163e+00 1.96954180e-03 1.31070323e+00 7.82057253e-01\n",
      "  1.72411260e-01]\n",
      " [1.61684223e-01 2.21894567e-01 4.55996776e-02 5.17259134e-02\n",
      "  1.96954180e-03 1.25406132e+01 1.89970541e-01 1.16782446e-02\n",
      "  1.96954180e-03]\n",
      " [2.83766278e-01 1.17847692e-01 2.51103030e-01 1.75726409e-02\n",
      "  1.47754385e+00 1.96954180e-03 6.09159212e-02 2.63061829e+00\n",
      "  3.40746037e-02]\n",
      " [2.01390056e-01 1.46410336e-01 4.31406588e-02 1.29514176e+01\n",
      "  4.93285868e-02 1.30833673e-02 1.96954180e-03 5.61684144e-03\n",
      "  1.95954318e-02]\n",
      " [4.50629084e-01 1.55984740e-01 4.04208221e+00 4.81879371e-02\n",
      "  9.83359103e-03 3.90244674e-01 3.36299916e-02 1.96954180e-03\n",
      "  5.21723635e-02]\n",
      " [1.09139611e-01 2.54821540e+00 2.97782521e-01 2.97792193e-01\n",
      "  3.45196394e-01 2.80139199e-02 2.26221368e-02 1.05008816e-01\n",
      "  1.96954180e-03]]\n",
      "22\n",
      "====================================================================================================\n",
      "Iteration number 22 \n",
      "141 [1, 7, 4, 5, 6, 2, 9, 3, 8]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "154 [1, 5, 6, 7, 4, 3, 9, 2, 8]\n",
      "[[1.77258762e-03 1.56292231e-01 9.46074708e-02 1.60315780e-02\n",
      "  7.78298698e-01 1.61969596e-02 3.01623802e+00 3.38718767e-02\n",
      "  1.77258762e-03]\n",
      " [8.71798855e-01 1.77258762e-03 7.13311031e-03 3.98539293e-02\n",
      "  1.85216845e+00 3.46809318e-02 7.46728528e-01 2.80211883e-01\n",
      "  1.99057735e-01]\n",
      " [1.45402900e-01 1.39736733e-02 1.77258762e-03 1.70237826e-02\n",
      "  1.77258762e-03 1.11513581e-02 1.77258762e-03 3.47942447e-01\n",
      "  5.36117090e+00]\n",
      " [4.17216178e-01 1.35658197e-01 9.91399192e-01 1.77258762e-03\n",
      "  2.05799347e+00 1.77258762e-03 1.37963291e+00 8.28851528e-01\n",
      "  1.55170134e-01]\n",
      " [1.45515801e-01 1.99705110e-01 4.10397098e-02 4.65533221e-02\n",
      "  1.77258762e-03 1.28865519e+01 1.70973487e-01 1.05104201e-02\n",
      "  1.77258762e-03]\n",
      " [3.19905779e-01 1.40545681e-01 2.25992727e-01 1.58153768e-02\n",
      "  1.32978947e+00 1.77258762e-03 1.00278875e-01 2.60285058e+00\n",
      "  3.06671433e-02]\n",
      " [1.81251050e-01 2.15102635e-01 3.88265929e-02 1.30562759e+01\n",
      "  4.43957281e-02 1.17750306e-02 1.77258762e-03 5.05515730e-03\n",
      "  1.76358886e-02]\n",
      " [5.05566176e-01 1.40386266e-01 4.09241945e+00 4.33691434e-02\n",
      "  8.85023193e-03 3.51220207e-01 3.02669924e-02 1.77258762e-03\n",
      "  4.69551271e-02]\n",
      " [9.82256497e-02 2.59339386e+00 3.51337603e-01 3.39441545e-01\n",
      "  3.10676754e-01 2.52125279e-02 2.03599231e-02 9.45079342e-02\n",
      "  1.77258762e-03]]\n",
      "23\n",
      "====================================================================================================\n",
      "Iteration number 23 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.59532886e-03 1.40663008e-01 8.51467238e-02 1.44284202e-02\n",
      "  7.62968828e-01 1.45772636e-02 3.12637893e+00 3.04846891e-02\n",
      "  1.59532886e-03]\n",
      " [9.40868970e-01 1.59532886e-03 6.41979928e-03 3.58685364e-02\n",
      "  1.83361827e+00 3.12128386e-02 7.55389008e-01 2.52190694e-01\n",
      "  1.79151962e-01]\n",
      " [1.30862610e-01 1.25763060e-02 1.59532886e-03 1.53214043e-02\n",
      "  1.59532886e-03 1.00362223e-02 1.59532886e-03 3.13148202e-01\n",
      "  5.49172048e+00]\n",
      " [4.25494560e-01 1.22092377e-01 9.58925940e-01 1.59532886e-03\n",
      "  2.26886079e+00 1.59532886e-03 1.24166962e+00 8.08466375e-01\n",
      "  1.39653121e-01]\n",
      " [1.30964221e-01 1.79734599e-01 3.69357388e-02 4.18979899e-02\n",
      "  1.59532886e-03 1.31978967e+01 1.53876138e-01 9.45937809e-03\n",
      "  1.59532886e-03]\n",
      " [3.20173266e-01 1.26491113e-01 2.03393454e-01 1.42338392e-02\n",
      "  1.19681052e+00 1.59532886e-03 9.02509871e-02 2.75433023e+00\n",
      "  2.76004290e-02]\n",
      " [1.63125945e-01 1.93592372e-01 3.49439336e-02 1.33506483e+01\n",
      "  3.99561553e-02 1.05975275e-02 1.59532886e-03 4.54964157e-03\n",
      "  1.58722997e-02]\n",
      " [4.88342891e-01 1.26347639e-01 4.31954114e+00 3.90322291e-02\n",
      "  7.96520873e-03 3.16098186e-01 2.72402932e-02 1.59532886e-03\n",
      "  4.22596144e-02]\n",
      " [8.84030847e-02 2.73405448e+00 3.16203842e-01 3.05497391e-01\n",
      "  2.79609079e-01 2.26912751e-02 1.83239308e-02 8.50571408e-02\n",
      "  1.59532886e-03]]\n",
      "24\n",
      "====================================================================================================\n",
      "Iteration number 24 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "150 [1, 7, 4, 3, 8, 2, 5, 6, 9]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.43579598e-03 1.26596707e-01 7.66320514e-02 1.29855782e-02\n",
      "  8.74171946e-01 1.31195373e-02 3.10785868e+00 2.74362202e-02\n",
      "  1.43579598e-03]\n",
      " [8.46782073e-01 1.43579598e-03 5.77781935e-03 3.22816827e-02\n",
      "  2.06692311e+00 2.80915547e-02 9.29850107e-01 2.26971625e-01\n",
      "  1.61236765e-01]\n",
      " [1.17776349e-01 1.13186754e-02 1.43579598e-03 1.37892639e-02\n",
      "  1.43579598e-03 9.03260008e-03 1.43579598e-03 3.72742473e-01\n",
      "  5.52588177e+00]\n",
      " [5.32945104e-01 1.09883140e-01 1.12970001e+00 1.43579598e-03\n",
      "  2.04197471e+00 1.43579598e-03 1.11750266e+00 7.90119738e-01\n",
      "  1.25687809e-01]\n",
      " [1.17867799e-01 1.61761139e-01 3.32421650e-02 3.77081909e-02\n",
      "  1.43579598e-03 1.34781070e+01 1.38488525e-01 8.51344028e-03\n",
      "  1.43579598e-03]\n",
      " [3.20414004e-01 1.13842002e-01 1.83054109e-01 1.28104552e-02\n",
      "  1.07712947e+00 1.43579598e-03 8.12258884e-02 2.83183838e+00\n",
      "  5.70984506e-02]\n",
      " [1.46813350e-01 1.74233135e-01 3.14495403e-02 1.36155835e+01\n",
      "  3.59605398e-02 9.53777476e-03 1.43579598e-03 4.09467741e-03\n",
      "  1.42850698e-02]\n",
      " [5.39508602e-01 1.48195634e-01 4.25122339e+00 3.51290062e-02\n",
      "  7.16868786e-03 2.84488367e-01 2.45162639e-02 1.43579598e-03\n",
      "  3.80336530e-02]\n",
      " [1.19562776e-01 2.81064903e+00 2.84583458e-01 2.74947652e-01\n",
      "  2.51648171e-01 2.04221476e-02 1.64915377e-02 7.65514267e-02\n",
      "  1.43579598e-03]]\n",
      "25\n",
      "====================================================================================================\n",
      "Iteration number 25 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "150 [1, 8, 3, 9, 4, 5, 6, 7, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.29221638e-03 1.13937037e-01 6.89688462e-02 1.16870203e-02\n",
      "  9.74254751e-01 1.18075835e-02 3.03236693e+00 5.80259315e-02\n",
      "  1.29221638e-03]\n",
      " [8.55853865e-01 1.29221638e-03 5.20003742e-03 2.90535145e-02\n",
      "  2.02689747e+00 2.52823993e-02 1.08686510e+00 2.04274462e-01\n",
      "  1.45113089e-01]\n",
      " [1.05998714e-01 1.01868078e-02 1.29221638e-03 1.24103375e-02\n",
      "  1.29221638e-03 8.12934007e-03 1.29221638e-03 3.35468225e-01\n",
      "  5.63996026e+00]\n",
      " [6.29650593e-01 9.88948256e-02 1.15006334e+00 1.29221638e-03\n",
      "  2.08777724e+00 1.29221638e-03 1.00575239e+00 7.11107764e-01\n",
      "  1.13119028e-01]\n",
      " [1.06081019e-01 1.45585025e-01 2.99179485e-02 3.39373718e-02\n",
      "  1.29221638e-03 1.37302963e+01 1.24639672e-01 7.66209625e-03\n",
      "  1.29221638e-03]\n",
      " [2.88372603e-01 1.02457802e-01 1.64748698e-01 1.15294097e-02\n",
      "  9.69416523e-01 1.29221638e-03 1.18557845e-01 2.96041925e+00\n",
      "  5.13886055e-02]\n",
      " [1.32132015e-01 2.40143155e-01 2.83045862e-02 1.36540251e+01\n",
      "  3.23644858e-02 8.58399729e-03 1.29221638e-03 3.68520967e-03\n",
      "  1.28565628e-02]\n",
      " [5.52224409e-01 1.33376070e-01 4.37155559e+00 3.16161055e-02\n",
      "  6.45181907e-03 2.56039531e-01 2.20646375e-02 1.29221638e-03\n",
      "  3.42302877e-02]\n",
      " [1.07606499e-01 2.87958413e+00 2.56125112e-01 3.18881458e-01\n",
      "  2.26483354e-01 1.83799328e-02 1.48423840e-02 6.88962840e-02\n",
      "  1.29221638e-03]]\n",
      "26\n",
      "====================================================================================================\n",
      "Iteration number 26 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.16299474e-03 1.02543333e-01 6.20719616e-02 1.05183183e-02\n",
      "  9.39329276e-01 1.06268252e-02 3.14089494e+00 5.22233383e-02\n",
      "  1.16299474e-03]\n",
      " [9.26518479e-01 1.16299474e-03 4.68003368e-03 2.61481630e-02\n",
      "  1.99087439e+00 2.27541593e-02 1.06151192e+00 1.83847016e-01\n",
      "  1.30601780e-01]\n",
      " [9.53988429e-02 9.16812706e-03 1.16299474e-03 1.11693038e-02\n",
      "  1.16299474e-03 7.31640606e-03 1.16299474e-03 3.01921403e-01\n",
      "  5.74263090e+00]\n",
      " [6.16685534e-01 8.90053430e-02 1.16839034e+00 1.16299474e-03\n",
      "  2.29566618e+00 1.16299474e-03 9.05177152e-01 6.39996988e-01\n",
      "  1.01807125e-01]\n",
      " [9.54729169e-02 1.31026523e-01 2.69261536e-02 3.05436346e-02\n",
      "  1.16299474e-03 1.39572667e+01 1.12175705e-01 6.89588663e-03\n",
      "  1.16299474e-03]\n",
      " [2.59535343e-01 9.22120214e-02 1.48273828e-01 1.03764687e-02\n",
      "  8.72474870e-01 1.16299474e-03 1.06702060e-01 3.13496556e+00\n",
      "  4.62497450e-02]\n",
      " [1.18918814e-01 2.16128839e-01 2.54741276e-02 1.38886226e+01\n",
      "  2.91280372e-02 7.72559756e-03 1.16299474e-03 3.31668870e-03\n",
      "  1.15709065e-02]\n",
      " [5.63668634e-01 1.20038463e-01 4.47985458e+00 2.84544950e-02\n",
      "  5.80663717e-03 2.30435578e-01 1.98581737e-02 1.16299474e-03\n",
      "  3.08072589e-02]\n",
      " [9.68458487e-02 2.99162571e+00 2.30512601e-01 2.86993312e-01\n",
      "  2.03835019e-01 1.65419396e-02 1.33581456e-02 6.20066556e-02\n",
      "  1.16299474e-03]]\n",
      "27\n",
      "====================================================================================================\n",
      "Iteration number 27 \n",
      "145 [1, 7, 4, 5, 6, 2, 8, 3, 9]\n",
      "127 [1, 7, 4, 3, 8, 6, 5, 2, 9]\n",
      "138 [1, 8, 3, 9, 2, 7, 4, 5, 6]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.04669527e-03 9.22889996e-02 5.58647655e-02 9.46648648e-03\n",
      "  1.03289635e+00 9.56414266e-03 3.06209957e+00 8.03343378e-02\n",
      "  1.04669527e-03]\n",
      " [9.27616631e-01 1.04669527e-03 4.21203031e-03 2.35333467e-02\n",
      "  1.87512028e+00 2.04787434e-02 1.12202739e+00 1.99945073e-01\n",
      "  1.67541602e-01]\n",
      " [8.58589586e-02 8.25131436e-03 1.04669527e-03 1.00523734e-02\n",
      "  1.04669527e-03 6.58476546e-03 1.04669527e-03 3.62638353e-01\n",
      "  5.75170114e+00]\n",
      " [6.05016981e-01 8.01048087e-02 1.18488464e+00 1.04669527e-03\n",
      "  2.31609956e+00 1.04669527e-03 1.21465944e+00 5.75997289e-01\n",
      "  9.16264125e-02]\n",
      " [8.59256252e-02 2.01257204e-01 2.42335383e-02 2.74892711e-02\n",
      "  1.04669527e-03 1.39615400e+01 1.00958134e-01 6.20629796e-03\n",
      "  1.04669527e-03]\n",
      " [2.65839873e-01 1.17473578e-01 1.33446445e-01 9.33882187e-03\n",
      "  9.85227383e-01 1.04669527e-03 9.60318544e-02 3.11558665e+00\n",
      "  4.16247705e-02]\n",
      " [1.07026933e-01 3.61182622e-01 2.29267149e-02 1.36997603e+01\n",
      "  2.62152335e-02 6.95303780e-03 1.04669527e-03 2.98501983e-03\n",
      "  1.04138159e-02]\n",
      " [5.40635104e-01 1.08034617e-01 4.57732367e+00 2.56090455e-02\n",
      "  5.22597345e-03 2.66215549e-01 1.78723564e-02 1.04669527e-03\n",
      "  2.77265330e-02]\n",
      " [1.67161264e-01 2.89246314e+00 2.07461341e-01 4.01151124e-01\n",
      "  1.83451517e-01 1.48877456e-02 1.20223310e-02 5.58059901e-02\n",
      "  1.04669527e-03]]\n",
      "28\n",
      "====================================================================================================\n",
      "Iteration number 28 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 9, 2, 5, 6, 8, 3]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[9.42025739e-04 8.30600997e-02 5.02782889e-02 8.51983783e-03\n",
      "  9.92106713e-01 8.60772839e-03 3.16765432e+00 7.23009040e-02\n",
      "  9.42025739e-04]\n",
      " [9.28604968e-01 9.42025739e-04 3.79082728e-03 2.11800120e-02\n",
      "  2.02094159e+00 1.84308691e-02 1.09315799e+00 1.79950566e-01\n",
      "  1.50787442e-01]\n",
      " [1.12987348e-01 7.42618292e-03 9.42025739e-04 9.04713605e-03\n",
      "  9.42025739e-04 5.92628891e-03 9.42025739e-04 3.26374518e-01\n",
      "  5.75986436e+00]\n",
      " [5.94515283e-01 7.20943279e-02 1.06639618e+00 9.42025739e-04\n",
      "  2.33448961e+00 9.42025739e-04 1.09319349e+00 7.05897560e-01\n",
      "  1.53892343e-01]\n",
      " [7.73330627e-02 1.81131484e-01 2.18101844e-02 2.47403440e-02\n",
      "  9.42025739e-04 1.41653860e+01 9.08623209e-02 5.58566817e-03\n",
      "  9.42025739e-04]\n",
      " [3.36030079e-01 1.05726220e-01 1.20101801e-01 8.40493969e-03\n",
      "  8.86704645e-01 9.42025739e-04 8.64286690e-02 3.09814563e+00\n",
      "  3.74622934e-02]\n",
      " [9.63242393e-02 3.25064360e-01 2.06340434e-02 1.39297843e+01\n",
      "  2.35937101e-02 6.25773402e-03 9.42025739e-04 2.68651785e-03\n",
      "  9.37243428e-03]\n",
      " [4.86571594e-01 9.72311553e-02 4.84686403e+00 2.30481409e-02\n",
      "  4.70337611e-03 2.39593994e-01 1.60851207e-02 9.42025739e-04\n",
      "  2.49538797e-02]\n",
      " [1.50445137e-01 3.00321683e+00 1.86715207e-01 3.61036011e-01\n",
      "  1.65106365e-01 1.33989710e-02 1.08200979e-02 5.02253911e-02\n",
      "  9.42025739e-04]]\n",
      "29\n",
      "====================================================================================================\n",
      "Iteration number 29 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[8.47823166e-04 7.47540897e-02 4.52504600e-02 7.66785405e-03\n",
      "  1.01789604e+00 7.74695555e-03 3.20383006e+00 6.50708136e-02\n",
      "  8.47823166e-04]\n",
      " [9.60744471e-01 8.47823166e-04 3.41174455e-03 1.90620108e-02\n",
      "  1.98551410e+00 1.65877822e-02 1.15050886e+00 1.61955509e-01\n",
      "  1.35708698e-01]\n",
      " [1.01688614e-01 6.68356463e-03 8.47823166e-04 8.14242244e-03\n",
      "  8.47823166e-04 5.33366002e-03 8.47823166e-04 2.93737066e-01\n",
      "  5.85054459e+00]\n",
      " [6.35063754e-01 6.48848951e-02 1.02642323e+00 8.47823166e-04\n",
      "  2.43437398e+00 8.47823166e-04 9.83874143e-01 6.97807804e-01\n",
      "  1.38503108e-01]\n",
      " [6.95997564e-02 1.63018335e-01 1.96291660e-02 2.22663096e-02\n",
      "  8.47823166e-04 1.43488474e+01 8.17760889e-02 5.02710135e-03\n",
      "  8.47823166e-04]\n",
      " [3.34685136e-01 9.51535981e-02 1.08091621e-01 7.56444572e-03\n",
      "  7.98034180e-01 8.47823166e-04 7.77858021e-02 3.20009578e+00\n",
      "  3.37160641e-02]\n",
      " [8.66918153e-02 2.92557924e-01 1.85706390e-02 1.41368059e+01\n",
      "  2.12343391e-02 5.63196062e-03 8.47823166e-04 2.41786606e-03\n",
      "  8.43519085e-03]\n",
      " [4.71247768e-01 8.75080398e-02 4.99854126e+00 2.07433268e-02\n",
      "  4.23303849e-03 2.15634595e-01 1.44766087e-02 8.47823166e-04\n",
      "  2.24584917e-02]\n",
      " [1.35400624e-01 3.10289514e+00 1.68043686e-01 3.24932410e-01\n",
      "  1.48595729e-01 1.20590739e-02 9.73808812e-03 4.52028520e-02\n",
      "  8.47823166e-04]]\n",
      "30\n",
      "====================================================================================================\n",
      "Iteration number 30 \n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 5, 6, 2, 7, 4, 8, 3, 9]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[7.63040849e-04 6.72786807e-02 4.07254140e-02 6.90106864e-03\n",
      "  1.04110644e+00 6.97226000e-03 3.23638823e+00 5.85637323e-02\n",
      "  7.63040849e-04]\n",
      " [1.02092002e+00 7.63040849e-04 3.07057010e-03 1.71558098e-02\n",
      "  1.95362935e+00 1.49290039e-02 1.11879130e+00 1.45759958e-01\n",
      "  1.22137828e-01]\n",
      " [9.15197523e-02 6.01520817e-03 7.63040849e-04 7.32818020e-03\n",
      "  7.63040849e-04 4.80029402e-03 7.63040849e-04 2.64363360e-01\n",
      "  5.93215680e+00]\n",
      " [5.71557379e-01 5.83964056e-02 9.90447571e-01 7.63040849e-04\n",
      "  2.52426991e+00 7.63040849e-04 1.08548673e+00 7.53027024e-01\n",
      "  1.24652798e-01]\n",
      " [6.26397808e-02 1.46716502e-01 1.76662494e-02 2.00396787e-02\n",
      "  7.63040849e-04 1.45139627e+01 7.35984800e-02 4.52439121e-03\n",
      "  7.63040849e-04]\n",
      " [3.33474687e-01 1.20120997e-01 9.72824585e-02 6.80800115e-03\n",
      "  7.18230762e-01 7.63040849e-04 7.00072219e-02 3.23302738e+00\n",
      "  3.03444577e-02]\n",
      " [7.80226338e-02 3.46635465e-01 1.67135751e-02 1.41231253e+01\n",
      "  1.91109052e-02 5.06876456e-03 7.63040849e-04 2.17607946e-03\n",
      "  7.59167177e-03]\n",
      " [4.57456324e-01 7.87572358e-02 5.13505077e+00 1.86689942e-02\n",
      "  3.80973465e-03 1.94071135e-01 1.30289478e-02 7.63040849e-04\n",
      "  2.02126426e-02]\n",
      " [1.61860561e-01 3.09260563e+00 1.51239318e-01 3.63867741e-01\n",
      "  1.33736156e-01 1.08531665e-02 8.76427931e-03 4.06825668e-02\n",
      "  7.63040849e-04]]\n",
      "31\n",
      "====================================================================================================\n",
      "Iteration number 31 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "125 [1, 7, 4, 2, 5, 6, 8, 3, 9]\n",
      "145 [1, 7, 4, 5, 6, 2, 8, 3, 9]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[6.86736764e-04 6.05508127e-02 3.66528726e-02 6.21096178e-03\n",
      "  1.06199579e+00 6.27503400e-03 3.26569058e+00 5.27073590e-02\n",
      "  6.86736764e-04]\n",
      " [1.04382802e+00 6.86736764e-04 2.76351309e-03 1.54402288e-02\n",
      "  1.92493308e+00 1.34361035e-02 1.09024551e+00 1.65666721e-01\n",
      "  1.09924045e-01]\n",
      " [8.23677770e-02 5.41368735e-03 6.86736764e-04 6.59536218e-03\n",
      "  6.86736764e-04 4.32026462e-03 6.86736764e-04 2.37927024e-01\n",
      "  6.00560778e+00]\n",
      " [5.64401641e-01 1.00175813e-01 8.91402814e-01 6.86736764e-04\n",
      "  2.60517626e+00 6.86736764e-04 1.17693806e+00 7.40224321e-01\n",
      "  1.12187518e-01]\n",
      " [5.63758027e-02 1.32044852e-01 1.58996244e-02 1.80357108e-02\n",
      "  6.86736764e-04 1.46625664e+01 6.62386320e-02 4.07195209e-03\n",
      "  6.86736764e-04]\n",
      " [3.32385283e-01 1.42591656e-01 8.75542126e-02 6.12720103e-03\n",
      "  6.46407686e-01 6.86736764e-04 6.30064997e-02 3.26266581e+00\n",
      "  2.73100119e-02]\n",
      " [7.02203704e-02 3.95305252e-01 1.50422176e-02 1.41108128e+01\n",
      "  1.71998147e-02 4.56188810e-03 6.86736764e-04 1.95847151e-03\n",
      "  6.83250459e-03]\n",
      " [4.11710692e-01 7.08815122e-02 5.34881842e+00 1.68020947e-02\n",
      "  3.42876118e-03 1.74664022e-01 1.17260530e-02 6.86736764e-04\n",
      "  1.81913783e-02]\n",
      " [2.25674505e-01 3.03334507e+00 1.36115386e-01 3.98909538e-01\n",
      "  1.20362540e-01 9.76784989e-03 7.88785138e-03 3.66143101e-02\n",
      "  6.86736764e-04]]\n",
      "32\n",
      "====================================================================================================\n",
      "Iteration number 32 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 5, 6, 8, 4, 7, 2, 9, 3]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "138 [1, 8, 3, 9, 2, 7, 4, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[6.18063088e-04 5.44957314e-02 3.29875854e-02 5.58986560e-03\n",
      "  1.01829621e+00 5.64753060e-03 3.29206270e+00 8.07699565e-02\n",
      "  6.18063088e-04]\n",
      " [1.12694522e+00 6.18063088e-04 2.48716178e-03 1.38962059e-02\n",
      "  1.73243978e+00 1.20924932e-02 1.06455429e+00 1.49100049e-01\n",
      "  1.48931641e-01]\n",
      " [1.09845285e-01 4.87231861e-03 6.18063088e-04 5.93582596e-03\n",
      "  6.18063088e-04 3.88823815e-03 6.18063088e-04 2.14134321e-01\n",
      "  5.98838034e+00]\n",
      " [5.07961477e-01 9.01582314e-02 8.02262532e-01 6.18063088e-04\n",
      "  2.92799196e+00 6.18063088e-04 1.25924425e+00 6.66201889e-01\n",
      "  1.00968766e-01]\n",
      " [5.07382224e-02 1.18840366e-01 1.43096620e-02 1.62321397e-02\n",
      "  6.18063088e-04 1.47963098e+01 5.96147688e-02 3.66475688e-03\n",
      "  6.18063088e-04]\n",
      " [3.31404819e-01 1.28332490e-01 7.87987914e-02 5.51448093e-03\n",
      "  5.81766918e-01 6.18063088e-04 5.67058497e-02 3.34816394e+00\n",
      "  2.45790107e-02]\n",
      " [6.31983334e-02 4.39108060e-01 1.35379959e-02 1.40997315e+01\n",
      "  1.54798332e-02 4.10569929e-03 6.18063088e-04 1.76262436e-03\n",
      "  6.14925413e-03]\n",
      " [3.70539623e-01 6.37933610e-02 5.45030022e+00 7.76218853e-02\n",
      "  3.08588506e-03 1.57197620e-01 1.05534477e-02 6.18063088e-04\n",
      "  1.63722405e-02]\n",
      " [2.03107055e-01 3.08001056e+00 2.05837181e-01 3.59018584e-01\n",
      "  1.08326286e-01 8.79106490e-03 7.09906624e-03 3.29528791e-02\n",
      "  6.18063088e-04]]\n",
      "33\n",
      "====================================================================================================\n",
      "Iteration number 33 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[5.56256779e-04 4.90461582e-02 2.96888268e-02 5.03087904e-03\n",
      "  1.10396659e+00 5.08277754e-03 3.25697408e+00 7.26929608e-02\n",
      "  5.56256779e-04]\n",
      " [1.07675070e+00 5.56256779e-04 2.23844560e-03 1.25065853e-02\n",
      "  1.80919580e+00 1.08832439e-02 1.20809886e+00 1.34190044e-01\n",
      "  1.34038477e-01]\n",
      " [9.88607565e-02 4.38508675e-03 5.56256779e-04 5.34224336e-03\n",
      "  5.56256779e-04 3.49941434e-03 5.56256779e-04 1.92720889e-01\n",
      "  6.05620897e+00]\n",
      " [6.07165329e-01 8.11424082e-02 7.88702946e-01 5.56256779e-04\n",
      "  2.80185943e+00 5.56256779e-04 1.13331983e+00 7.24581700e-01\n",
      "  9.08718894e-02]\n",
      " [4.56644002e-02 1.06956330e-01 1.28786958e-02 1.46089257e-02\n",
      "  5.56256779e-04 1.49166788e+01 5.36532919e-02 3.29828120e-03\n",
      "  5.56256779e-04]\n",
      " [3.62780466e-01 1.15499241e-01 7.09189122e-02 4.96303284e-03\n",
      "  5.23590226e-01 5.56256779e-04 5.10352648e-02 3.36628872e+00\n",
      "  2.21211096e-02]\n",
      " [5.68785000e-02 3.95197254e-01 1.21841963e-02 1.42897583e+01\n",
      "  1.39318499e-02 3.69512936e-03 5.56256779e-04 1.58636192e-03\n",
      "  5.53432872e-03]\n",
      " [3.66818994e-01 5.74140249e-02 5.54163383e+00 6.98596967e-02\n",
      "  2.77729656e-03 1.41477858e-01 9.49810294e-03 5.56256779e-04\n",
      "  1.47350164e-02]\n",
      " [1.82796349e-01 3.17200950e+00 1.85253463e-01 3.23116726e-01\n",
      "  9.74936575e-02 7.91195841e-03 6.38915961e-03 2.96575912e-02\n",
      "  5.56256779e-04]]\n",
      "34\n",
      "====================================================================================================\n",
      "Iteration number 34 \n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "142 [1, 5, 6, 8, 9, 2, 7, 4, 3]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 2, 4, 7]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "[[5.00631101e-04 4.41415424e-02 2.67199441e-02 4.52779114e-03\n",
      "  1.18106993e+00 4.57449978e-03 3.22539432e+00 6.54236647e-02\n",
      "  5.00631101e-04]\n",
      " [1.03157563e+00 5.00631101e-04 2.01460104e-03 5.88749744e-02\n",
      "  1.87827622e+00 9.79491948e-03 1.25395564e+00 1.20771040e-01\n",
      "  1.20634629e-01]\n",
      " [1.24688967e-01 3.94657808e-03 5.00631101e-04 4.80801903e-03\n",
      "  5.00631101e-04 3.14947291e-03 5.00631101e-04 1.73448800e-01\n",
      "  6.03392141e+00]\n",
      " [5.96448796e-01 7.30281674e-02 9.09832651e-01 5.00631101e-04\n",
      "  2.68834016e+00 5.00631101e-04 1.21998784e+00 7.14623530e-01\n",
      "  8.17847005e-02]\n",
      " [4.10979602e-02 9.62606967e-02 1.15908262e-02 1.31480332e-02\n",
      "  5.00631101e-04 1.50250109e+01 4.82879627e-02 2.96845308e-03\n",
      "  5.00631101e-04]\n",
      " [3.58760484e-01 1.03949317e-01 6.38270210e-02 4.46672955e-03\n",
      "  4.71231203e-01 5.00631101e-04 4.59317383e-02 3.44142455e+00\n",
      "  1.99089987e-02]\n",
      " [1.10014179e-01 3.55677528e-01 1.09657766e-02 1.42607825e+01\n",
      "  1.25386649e-02 3.32561643e-03 5.00631101e-04 1.42772573e-03\n",
      "  4.98089585e-03]\n",
      " [3.96803761e-01 5.16726224e-02 5.44201590e+00 6.28737271e-02\n",
      "  2.49956690e-03 1.27330072e-01 8.54829264e-03 5.00631101e-04\n",
      "  5.49281815e-02]\n",
      " [1.64516714e-01 3.25480855e+00 1.66728116e-01 2.90805053e-01\n",
      "  8.77442917e-02 7.12076257e-03 5.75024365e-03 2.66918321e-02\n",
      "  5.00631101e-04]]\n",
      "35\n",
      "====================================================================================================\n",
      "Iteration number 35 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[4.50567991e-04 3.97273882e-02 2.40479497e-02 4.07501202e-03\n",
      "  1.12546294e+00 4.11704981e-03 3.31461959e+00 5.88812983e-02\n",
      "  4.50567991e-04]\n",
      " [1.08466806e+00 4.50567991e-04 1.81314094e-03 5.29874770e-02\n",
      "  1.85711526e+00 8.81542754e-03 1.21189341e+00 1.08693936e-01\n",
      "  1.08571166e-01]\n",
      " [1.12220070e-01 3.55192027e-03 4.50567991e-04 4.32721712e-03\n",
      "  4.50567991e-04 2.83452561e-03 4.50567991e-04 1.56103920e-01\n",
      "  6.09719593e+00]\n",
      " [5.86803917e-01 6.57253507e-02 8.85516053e-01 4.50567991e-04\n",
      "  2.83617281e+00 4.50567991e-04 1.09798906e+00 7.05661177e-01\n",
      "  7.36062304e-02]\n",
      " [3.69881642e-02 8.66346271e-02 1.04317436e-02 1.18332299e-02\n",
      "  4.50567991e-04 1.51225098e+01 4.34591664e-02 2.67160777e-03\n",
      "  4.50567991e-04]\n",
      " [3.55142500e-01 9.35543854e-02 5.74443189e-02 4.02005660e-03\n",
      "  4.24108083e-01 4.50567991e-04 4.13385645e-02 3.50904681e+00\n",
      "  1.79180988e-02]\n",
      " [9.90127615e-02 3.20109776e-01 9.86919898e-03 1.44347042e+01\n",
      "  1.12847984e-02 2.99305478e-03 4.50567991e-04 1.28495316e-03\n",
      "  4.48280626e-03]\n",
      " [3.90456718e-01 4.65053602e-02 5.53417795e+00 5.65863544e-02\n",
      "  2.24961021e-03 1.14597065e-01 7.69346338e-03 4.50567991e-04\n",
      "  4.94353633e-02]\n",
      " [1.48065043e-01 3.32932770e+00 1.50055305e-01 2.61724548e-01\n",
      "  7.89698626e-02 6.40868631e-03 5.17521929e-03 2.40226488e-02\n",
      "  4.50567991e-04]]\n",
      "36\n",
      "====================================================================================================\n",
      "Iteration number 36 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "141 [1, 7, 4, 8, 3, 9, 6, 5, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[4.05511192e-04 3.57546494e-02 2.16431548e-02 3.66751082e-03\n",
      "  1.07541665e+00 3.70534482e-03 3.39492234e+00 5.29931684e-02\n",
      "  4.05511192e-04]\n",
      " [1.16370126e+00 4.05511192e-04 1.63182684e-03 4.76887293e-02\n",
      "  1.75473707e+00 7.93388478e-03 1.17403740e+00 9.78245421e-02\n",
      "  9.77140494e-02]\n",
      " [1.00998063e-01 3.19672824e-03 4.05511192e-04 3.89449541e-03\n",
      "  4.05511192e-04 2.55107305e-03 4.05511192e-04 1.40493528e-01\n",
      "  6.15414301e+00]\n",
      " [5.78123525e-01 5.91528156e-02 8.63631114e-01 4.05511192e-04\n",
      "  2.96922219e+00 4.05511192e-04 9.88190153e-01 6.97595059e-01\n",
      "  6.62456074e-02]\n",
      " [3.32893477e-02 1.61304498e-01 9.38856924e-03 1.06499069e-02\n",
      "  4.05511192e-04 1.50102588e+01 3.91132498e-02 2.40444699e-03\n",
      "  4.05511192e-04]\n",
      " [3.19628250e-01 8.41989469e-02 5.16998870e-02 3.61805094e-03\n",
      "  5.81697275e-01 4.05511192e-04 3.72047080e-02 3.56990683e+00\n",
      "  1.61262889e-02]\n",
      " [8.91114854e-02 2.88098798e-01 8.88227908e-03 1.45912338e+01\n",
      "  1.01563186e-02 2.69374930e-03 4.05511192e-04 1.15645784e-03\n",
      "  4.03452564e-03]\n",
      " [3.84744380e-01 4.18548242e-02 5.61712379e+00 5.09277189e-02\n",
      "  2.02464919e-03 1.03137358e-01 6.92411704e-03 4.05511192e-04\n",
      "  4.44918270e-02]\n",
      " [1.33258539e-01 3.34639493e+00 1.35049774e-01 2.35552093e-01\n",
      "  7.10728763e-02 3.80258822e-02 4.65769736e-03 2.16203840e-02\n",
      "  4.05511192e-04]]\n",
      "37\n",
      "====================================================================================================\n",
      "Iteration number 37 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "136 [1, 7, 4, 3, 9, 2, 8, 6, 5]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "148 [1, 5, 6, 2, 7, 4, 3, 9, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[3.64960073e-04 3.21791844e-02 1.94788393e-02 3.30075974e-03\n",
      "  1.09287498e+00 3.33481034e-03 3.40837128e+00 4.76938516e-02\n",
      "  3.64960073e-04]\n",
      " [1.20358113e+00 3.64960073e-04 1.46864416e-03 4.29198563e-02\n",
      "  1.57926336e+00 7.14049630e-03 1.22330033e+00 1.22524847e-01\n",
      "  8.79426445e-02]\n",
      " [9.08982567e-02 2.87705542e-03 3.64960073e-04 3.50504587e-03\n",
      "  3.64960073e-04 2.29596575e-03 3.64960073e-04 1.26444175e-01\n",
      "  6.20539537e+00]\n",
      " [5.70311173e-01 5.32375340e-02 9.10601336e-01 3.64960073e-04\n",
      "  3.08896664e+00 3.64960073e-04 8.89371138e-01 6.27835553e-01\n",
      "  5.96210467e-02]\n",
      " [9.24604130e-02 1.45174048e-01 8.44971232e-03 9.58491618e-03\n",
      "  3.64960073e-04 1.49092330e+01 3.52019248e-02 2.16400229e-03\n",
      "  3.64960073e-04]\n",
      " [2.87665425e-01 1.10261811e-01 4.65298983e-02 3.25624584e-03\n",
      "  7.23527547e-01 3.64960073e-04 3.34842372e-02 3.56585732e+00\n",
      "  1.45136600e-02]\n",
      " [8.02003368e-02 2.59288918e-01 7.99405117e-03 1.47321104e+01\n",
      "  9.14068672e-03 2.42437437e-03 3.64960073e-04 1.04081206e-03\n",
      "  3.63107307e-03]\n",
      " [3.79603275e-01 3.76693417e-02 5.60086596e+00 4.58349470e-02\n",
      "  1.82218427e-03 1.51647152e-01 6.23170534e-03 3.64960073e-04\n",
      "  4.00426443e-02]\n",
      " [1.19932685e-01 3.36175544e+00 1.21544797e-01 2.11996884e-01\n",
      "  6.39655887e-02 3.42232940e-02 4.19192762e-03 6.11250122e-02\n",
      "  3.64960073e-04]]\n",
      "38\n",
      "====================================================================================================\n",
      "Iteration number 38 \n",
      "136 [1, 7, 3, 9, 2, 5, 6, 8, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[3.28464065e-04 2.89612660e-02 1.75309553e-02 2.97068377e-03\n",
      "  1.04608748e+00 3.00132931e-03 3.47929886e+00 4.29244664e-02\n",
      "  3.28464065e-04]\n",
      " [1.23947302e+00 3.28464065e-04 1.32177974e-03 3.86278707e-02\n",
      "  1.58800369e+00 6.42644667e-03 1.18430363e+00 1.10272362e-01\n",
      "  7.91483800e-02]\n",
      " [8.18084310e-02 2.58934988e-03 3.28464065e-04 3.15454128e-03\n",
      "  3.28464065e-04 2.06636917e-03 3.28464065e-04 1.13799758e-01\n",
      "  6.25152250e+00]\n",
      " [6.13280055e-01 4.79137806e-02 8.19541203e-01 3.28464065e-04\n",
      "  3.19673664e+00 3.28464065e-04 8.00434024e-01 6.27551998e-01\n",
      "  5.36589420e-02]\n",
      " [8.32143717e-02 1.30656643e-01 7.60474108e-03 8.62642456e-03\n",
      "  3.28464065e-04 1.50183097e+01 3.16817323e-02 1.94760206e-03\n",
      "  3.28464065e-04]\n",
      " [2.91156947e-01 9.92356297e-02 4.18769085e-02 2.93062126e-03\n",
      "  6.51174792e-01 3.28464065e-04 3.01358135e-02 3.62103630e+00\n",
      "  1.30622940e-02]\n",
      " [7.21803031e-02 2.33360026e-01 6.60181755e-02 1.46588994e+01\n",
      "  8.22661805e-03 2.18193694e-03 3.28464065e-04 9.36730853e-04\n",
      "  3.26796576e-03]\n",
      " [3.41642948e-01 3.39024076e-02 5.67714300e+00 1.03751452e-01\n",
      "  1.63996584e-03 1.36482437e-01 5.60853480e-03 3.28464065e-04\n",
      "  3.60383799e-02]\n",
      " [1.07939416e-01 3.42557989e+00 1.09390317e-01 1.90797195e-01\n",
      "  5.75690298e-02 3.08009646e-02 3.77273486e-03 5.50125110e-02\n",
      "  3.28464065e-04]]\n",
      "39\n",
      "====================================================================================================\n",
      "Iteration number 39 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "132 [1, 7, 4, 8, 6, 5, 2, 9, 3]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.95617659e-04 2.60651394e-02 1.57778598e-02 2.67361539e-03\n",
      "  1.19147874e+00 2.70119638e-03 3.36666309e+00 3.86320198e-02\n",
      "  2.95617659e-04]\n",
      " [1.20927572e+00 2.95617659e-04 1.18960177e-03 3.47650836e-02\n",
      "  1.42920332e+00 5.78380201e-03 1.39920660e+00 9.92451257e-02\n",
      "  1.21233542e-01]\n",
      " [1.09341874e-01 2.33041489e-03 2.95617659e-04 2.83908716e-03\n",
      "  2.95617659e-04 1.85973226e-03 2.95617659e-04 1.02419782e-01\n",
      "  6.20970359e+00]\n",
      " [7.51952050e-01 4.31224026e-02 7.37587082e-01 2.95617659e-04\n",
      "  3.12706298e+00 2.95617659e-04 7.20390621e-01 6.27296798e-01\n",
      "  4.82930478e-02]\n",
      " [7.48929345e-02 2.00924312e-01 6.84426698e-03 7.76378211e-03\n",
      "  2.95617659e-04 1.49164787e+01 2.85135591e-02 1.75284186e-03\n",
      "  2.95617659e-04]\n",
      " [2.62041252e-01 8.93120667e-02 3.76892176e-02 2.63755913e-03\n",
      "  7.86057313e-01 2.95617659e-04 2.71222321e-02 3.67069737e+00\n",
      "  1.17560646e-02]\n",
      " [6.49622728e-02 2.10024024e-01 5.94163579e-02 1.47930095e+01\n",
      "  7.40395624e-03 1.96374324e-03 2.95617659e-04 8.43057768e-04\n",
      "  2.94116919e-03]\n",
      " [3.07478653e-01 3.05121668e-02 5.74579233e+00 9.33763071e-02\n",
      "  1.47596926e-03 1.81657722e-01 5.04768132e-03 2.95617659e-04\n",
      "  3.24345419e-02]\n",
      " [9.71454746e-02 3.43302190e+00 1.81784619e-01 1.71717476e-01\n",
      "  5.18121268e-02 2.77208681e-02 3.39546137e-03 4.95112599e-02\n",
      "  2.95617659e-04]]\n",
      "40\n",
      "====================================================================================================\n",
      "Iteration number 40 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "132 [1, 7, 4, 8, 6, 5, 2, 9, 3]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.66055893e-04 2.34586254e-02 1.42000738e-02 2.40625385e-03\n",
      "  1.13483086e+00 2.43107674e-03 3.44176149e+00 3.47688178e-02\n",
      "  2.66055893e-04]\n",
      " [1.18209815e+00 2.66055893e-04 1.07064159e-03 3.12885753e-02\n",
      "  1.53628299e+00 5.20542181e-03 1.34261927e+00 8.93206131e-02\n",
      "  1.59110188e-01]\n",
      " [1.34121972e-01 2.09737340e-03 2.66055893e-04 2.55517844e-03\n",
      "  2.66055893e-04 1.67375903e-03 2.66055893e-04 9.21778039e-02\n",
      "  6.17206656e+00]\n",
      " [7.26756845e-01 3.88101623e-02 8.63828374e-01 2.66055893e-04\n",
      "  3.06435668e+00 2.66055893e-04 6.48351559e-01 6.27067118e-01\n",
      "  4.34637430e-02]\n",
      " [6.74036411e-02 2.64165214e-01 6.15984028e-03 6.98740390e-03\n",
      "  2.66055893e-04 1.48248308e+01 2.56622032e-02 1.57755767e-03\n",
      "  2.66055893e-04]\n",
      " [2.35837127e-01 8.03808601e-02 3.39202959e-02 2.37380322e-03\n",
      "  9.07451582e-01 2.66055893e-04 2.44100089e-02 3.71539234e+00\n",
      "  1.05804582e-02]\n",
      " [5.84660455e-02 1.89021621e-01 5.34747221e-02 1.49137085e+01\n",
      "  6.66356062e-03 1.76736892e-03 2.66055893e-04 7.58751991e-04\n",
      "  2.64705227e-03]\n",
      " [3.76730788e-01 2.74609501e-02 5.53484946e+00 8.40386764e-02\n",
      "  1.32837233e-03 2.22315480e-01 4.54291319e-03 2.66055893e-04\n",
      "  2.91910877e-02]\n",
      " [8.74309272e-02 3.43971971e+00 2.46939490e-01 1.54545728e-01\n",
      "  4.66309141e-02 2.49487813e-02 3.05591524e-03 4.45601339e-02\n",
      "  2.66055893e-04]]\n",
      "41\n",
      "====================================================================================================\n",
      "Iteration number 41 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.39450304e-04 2.11127629e-02 1.27800664e-02 2.16562846e-03\n",
      "  1.14634778e+00 2.18796907e-03 3.45052652e+00 3.12919360e-02\n",
      "  2.39450304e-04]\n",
      " [1.22013833e+00 2.39450304e-04 9.63577432e-04 2.81597177e-02\n",
      "  1.46598803e+00 4.68487962e-03 1.37502401e+00 8.03885518e-02\n",
      "  1.43199169e-01]\n",
      " [1.20709775e-01 1.88763606e-03 2.39450304e-04 2.29966060e-03\n",
      "  2.39450304e-04 1.50638313e-03 2.39450304e-04 8.29600235e-02\n",
      "  6.22152657e+00]\n",
      " [7.54081160e-01 3.49291461e-02 7.77445537e-01 2.39450304e-04\n",
      "  3.17458768e+00 2.39450304e-04 5.83516403e-01 6.26860407e-01\n",
      "  3.91173687e-02]\n",
      " [6.06632770e-02 2.37748693e-01 5.54385625e-03 6.28866351e-03\n",
      "  2.39450304e-04 1.49423477e+01 2.30959829e-02 1.41980190e-03\n",
      "  2.39450304e-04]\n",
      " [2.44511479e-01 7.23427741e-02 3.05282663e-02 2.13642290e-03\n",
      "  8.16706424e-01 2.39450304e-04 2.19690080e-02 3.75561781e+00\n",
      "  9.52241235e-03]\n",
      " [5.26194410e-02 1.70119459e-01 4.81272499e-02 1.50223377e+01\n",
      "  5.99720456e-03 1.59063203e-03 2.39450304e-04 6.82876792e-04\n",
      "  2.38234704e-03]\n",
      " [3.39057709e-01 2.47148551e-02 5.70863724e+00 7.56348087e-02\n",
      "  1.19553510e-03 2.00083932e-01 4.08862187e-03 2.39450304e-04\n",
      "  2.62719789e-02]\n",
      " [7.86878345e-02 3.49574774e+00 2.22245541e-01 1.39091155e-01\n",
      "  4.19678227e-02 2.24539032e-02 2.75032371e-03 4.01041205e-02\n",
      "  2.39450304e-04]]\n",
      "42\n",
      "====================================================================================================\n",
      "Iteration number 42 \n",
      "151 [1, 7, 4, 5, 6, 3, 9, 2, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.15505273e-04 1.90014866e-02 1.15020598e-02 1.94906562e-03\n",
      "  1.15671300e+00 1.96917216e-03 3.45841504e+00 2.81627424e-02\n",
      "  2.15505273e-04]\n",
      " [1.16062450e+00 2.15505273e-04 8.67219689e-04 2.53437460e-02\n",
      "  1.56938922e+00 4.21639166e-03 1.40418828e+00 1.06832455e-01\n",
      "  1.28879252e-01]\n",
      " [1.08638797e-01 1.69887245e-03 2.15505273e-04 2.06969454e-03\n",
      "  2.15505273e-04 1.35574481e-03 2.15505273e-04 7.46640211e-02\n",
      "  6.26604058e+00]\n",
      " [7.78673044e-01 3.14362315e-02 6.99700983e-01 2.15505273e-04\n",
      "  3.10712891e+00 2.15505273e-04 5.25164763e-01 7.51674366e-01\n",
      "  3.52056318e-02]\n",
      " [5.45969493e-02 2.13973824e-01 4.98947063e-03 5.65979716e-03\n",
      "  2.15505273e-04 1.50481130e+01 2.07863846e-02 1.27782171e-03\n",
      "  2.15505273e-04]\n",
      " [3.16834525e-01 6.51084967e-02 7.50944873e-02 1.92278061e-03\n",
      "  7.35035781e-01 2.15505273e-04 1.97721072e-02 3.61535015e+00\n",
      "  8.57017112e-03]\n",
      " [4.73574969e-02 1.53107513e-01 4.33145249e-02 1.51201039e+01\n",
      "  5.39748410e-03 1.43156882e-03 2.15505273e-04 6.14589113e-04\n",
      "  2.14411234e-03]\n",
      " [3.38485271e-01 2.22433696e-02 5.77413716e+00 6.80713279e-02\n",
      "  1.07598159e-03 1.80075538e-01 3.67975968e-03 2.15505273e-04\n",
      "  2.36447810e-02]\n",
      " [7.08190510e-02 3.54617297e+00 2.00020987e-01 1.25182040e-01\n",
      "  3.77710405e-02 2.02085129e-02 2.47529134e-03 3.60937085e-02\n",
      "  2.15505273e-04]]\n",
      "43\n",
      "====================================================================================================\n",
      "Iteration number 43 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.93954746e-04 1.71013380e-02 1.03518538e-02 1.75415906e-03\n",
      "  1.10354170e+00 1.77225494e-03 3.52433824e+00 2.53464682e-02\n",
      "  1.93954746e-04]\n",
      " [1.16956205e+00 1.93954746e-04 7.80497720e-04 2.28093714e-02\n",
      "  1.66245030e+00 3.79475250e-03 1.34710278e+00 9.61492097e-02\n",
      "  1.15991327e-01]\n",
      " [9.77749176e-02 1.52898521e-03 1.93954746e-04 1.86272508e-03\n",
      "  1.93954746e-04 1.22017033e-03 1.93954746e-04 6.71976190e-02\n",
      "  6.30610319e+00]\n",
      " [7.50805740e-01 2.82926083e-02 6.96397551e-01 1.93954746e-04\n",
      "  3.12974935e+00 1.93954746e-04 4.72648287e-01 8.01506929e-01\n",
      "  3.16850687e-02]\n",
      " [4.91372543e-02 1.92576441e-01 4.49052356e-03 5.09381744e-03\n",
      "  1.93954746e-04 1.51433017e+01 1.87077461e-02 1.15003954e-03\n",
      "  1.93954746e-04]\n",
      " [3.49667201e-01 5.85976470e-02 6.75850386e-02 1.73050255e-03\n",
      "  6.61532203e-01 1.93954746e-04 1.77948965e-02 3.60675631e+00\n",
      "  7.71315400e-03]\n",
      " [4.26217472e-02 1.37796762e-01 3.89830724e-02 1.52080935e+01\n",
      "  4.85773569e-03 1.28841194e-03 1.93954746e-04 5.53130201e-04\n",
      "  1.92970110e-03]\n",
      " [3.37970077e-01 2.00190326e-02 5.83308708e+00 6.12641951e-02\n",
      "  9.68383431e-04 1.62067985e-01 3.31178372e-03 1.93954746e-04\n",
      "  2.12803029e-02]\n",
      " [6.37371459e-02 3.59155567e+00 1.80018888e-01 1.12663836e-01\n",
      "  3.39939364e-02 1.81876616e-02 2.22776221e-03 3.24843376e-02\n",
      "  1.93954746e-04]]\n",
      "44\n",
      "====================================================================================================\n",
      "Iteration number 44 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.74559271e-04 1.53912042e-02 9.31666844e-03 1.57874315e-03\n",
      "  1.18068753e+00 1.59502945e-03 3.46602207e+00 2.28118214e-02\n",
      "  1.74559271e-04]\n",
      " [1.17760584e+00 1.74559271e-04 7.02447948e-04 2.05284342e-02\n",
      "  1.66287194e+00 3.41527725e-03 1.37905917e+00 8.65342888e-02\n",
      "  1.04392194e-01]\n",
      " [8.79974258e-02 1.37608669e-03 1.74559271e-04 1.67645257e-03\n",
      "  1.74559271e-04 1.09815330e-03 1.74559271e-04 6.04778571e-02\n",
      "  6.34215954e+00]\n",
      " [7.75725166e-01 2.54633475e-02 6.93424463e-01 1.74559271e-04\n",
      "  3.06677442e+00 1.74559271e-04 6.25383458e-01 7.83856236e-01\n",
      "  2.85165618e-02]\n",
      " [4.42235289e-02 1.73318797e-01 4.04147121e-03 4.58443570e-03\n",
      "  1.74559271e-04 1.52289715e+01 1.68369715e-02 1.03503559e-03\n",
      "  1.74559271e-04]\n",
      " [3.46958546e-01 5.27378823e-02 6.08265347e-02 1.55745229e-03\n",
      "  5.95378983e-01 1.74559271e-04 1.60154069e-02 3.65784539e+00\n",
      "  6.94183860e-03]\n",
      " [3.83595725e-02 2.07350419e-01 3.50847652e-02 1.50872842e+01\n",
      "  4.37196212e-03 1.15957075e-03 1.74559271e-04 4.97817181e-04\n",
      "  1.73673099e-03]\n",
      " [3.37506403e-01 1.80171294e-02 5.88614201e+00 5.51377756e-02\n",
      "  8.71545088e-04 1.45861186e-01 2.98060534e-03 1.74559271e-04\n",
      "  1.91522726e-02]\n",
      " [5.73634313e-02 3.58240010e+00 1.62017000e-01 1.72826024e-01\n",
      "  3.05945428e-02 1.63688954e-02 2.00498599e-03 2.92359039e-02\n",
      "  1.74559271e-04]]\n",
      "45\n",
      "====================================================================================================\n",
      "Iteration number 45 \n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.57103344e-04 1.38520837e-02 8.38500160e-03 1.42086884e-03\n",
      "  1.12511878e+00 1.43552650e-03 3.53118456e+00 2.05306392e-02\n",
      "  1.57103344e-04]\n",
      " [1.12234526e+00 1.57103344e-04 6.32203153e-04 1.84755908e-02\n",
      "  1.91325141e+00 3.07374952e-03 1.32448659e+00 7.78808599e-02\n",
      "  9.39529748e-02]\n",
      " [7.91976832e-02 1.23847802e-03 1.57103344e-04 1.50880732e-03\n",
      "  1.57103344e-04 9.88337970e-04 1.57103344e-04 5.44300714e-02\n",
      "  6.37461025e+00]\n",
      " [7.48152649e-01 2.29170127e-02 8.24082017e-01 1.57103344e-04\n",
      "  2.92676364e+00 1.57103344e-04 5.62845112e-01 8.30470613e-01\n",
      "  2.56649056e-02]\n",
      " [3.98011760e-02 1.55986917e-01 3.63732409e-03 4.12599213e-03\n",
      "  1.57103344e-04 1.53060744e+01 1.51532744e-02 9.31532029e-04\n",
      "  1.57103344e-04]\n",
      " [3.76778820e-01 4.74640941e-02 5.47438812e-02 1.40170706e-03\n",
      "  5.35841085e-01 1.57103344e-04 1.44138662e-02 3.64500202e+00\n",
      "  6.24765474e-03]\n",
      " [3.45236152e-02 1.86615377e-01 3.15762887e-02 1.51785557e+01\n",
      "  3.93476591e-03 1.04361367e-03 1.57103344e-04 4.48035463e-04\n",
      "  1.56305789e-03]\n",
      " [4.03755763e-01 1.62154164e-02 5.75207326e+00 4.96239980e-02\n",
      "  7.84390579e-04 1.31275068e-01 2.68254481e-03 1.57103344e-04\n",
      "  1.72370454e-02]\n",
      " [5.16270882e-02 3.62416009e+00 1.45815300e-01 1.55543421e-01\n",
      "  2.75350885e-02 1.47320059e-02 1.80448739e-03 2.63123135e-02\n",
      "  1.57103344e-04]]\n",
      "46\n",
      "====================================================================================================\n",
      "Iteration number 46 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "[[1.41393010e-04 1.24668754e-02 7.54650144e-03 1.27878195e-03\n",
      "  1.20010690e+00 1.29197385e-03 3.47218376e+00 1.84775753e-02\n",
      "  1.41393010e-04]\n",
      " [1.04136073e+00 1.41393010e-04 5.68982838e-04 1.66280317e-02\n",
      "  2.05525960e+00 2.76637457e-03 1.44203793e+00 7.00927739e-02\n",
      "  8.45576773e-02]\n",
      " [7.12779149e-02 1.11463022e-03 1.41393010e-04 1.35792659e-03\n",
      "  1.41393010e-04 8.89504173e-04 1.41393010e-04 4.89870643e-02\n",
      "  6.40381589e+00]\n",
      " [8.23337384e-01 2.06253115e-02 9.41673815e-01 1.41393010e-04\n",
      "  2.71742061e+00 1.41393010e-04 5.06560601e-01 8.09923552e-01\n",
      "  2.30984151e-02]\n",
      " [3.58210584e-02 1.40388226e-01 3.27359168e-03 3.71339291e-03\n",
      "  1.41393010e-04 1.53754669e+01 1.36379469e-02 8.38378826e-04\n",
      "  1.41393010e-04]\n",
      " [3.71359003e-01 4.27176847e-02 4.92694931e-02 1.26153636e-03\n",
      "  4.82256976e-01 1.41393010e-04 1.29724796e-02 3.69226653e+00\n",
      "  5.62288927e-03]\n",
      " [3.10712537e-02 1.67953839e-01 2.84186598e-02 1.52607002e+01\n",
      "  3.54128932e-03 9.39252306e-04 1.41393010e-04 4.03231917e-04\n",
      "  1.40675210e-03]\n",
      " [4.63380186e-01 1.45938748e-02 5.63141139e+00 4.46615982e-02\n",
      "  7.05951521e-04 1.18147561e-01 2.41429033e-03 1.41393010e-04\n",
      "  1.55133408e-02]\n",
      " [4.64643794e-02 3.66174408e+00 1.31233770e-01 1.39989079e-01\n",
      "  2.47815796e-02 1.32588053e-02 1.62403865e-03 2.36810821e-02\n",
      "  1.41393010e-04]]\n",
      "47\n",
      "====================================================================================================\n",
      "Iteration number 47 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "132 [1, 7, 4, 8, 6, 5, 2, 9, 3]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.27253709e-04 1.12201878e-02 6.79185129e-03 1.15090376e-03\n",
      "  1.14259621e+00 1.16277647e-03 3.53673009e+00 1.66298178e-02\n",
      "  1.27253709e-04]\n",
      " [1.06222466e+00 1.27253709e-04 5.12084554e-04 1.49652286e-02\n",
      "  2.01640031e+00 2.48973711e-03 1.38116747e+00 6.30834965e-02\n",
      "  1.26101910e-01]\n",
      " [9.98644091e-02 1.00316720e-03 1.27253709e-04 1.22213393e-03\n",
      "  1.27253709e-04 8.00553756e-04 1.27253709e-04 4.40883578e-02\n",
      "  6.34676764e+00]\n",
      " [7.91003646e-01 1.85627803e-02 9.14173100e-01 1.27253709e-04\n",
      "  2.77901188e+00 1.27253709e-04 4.55904541e-01 8.53931196e-01\n",
      "  2.07885735e-02]\n",
      " [3.22389526e-02 2.09682736e-01 2.94623251e-03 3.34205362e-03\n",
      "  1.27253709e-04 1.52379202e+01 1.22741522e-02 7.54540944e-04\n",
      "  1.27253709e-04]\n",
      " [3.66481167e-01 3.84459162e-02 4.43425438e-02 1.13538272e-03\n",
      "  6.34031279e-01 1.27253709e-04 1.16752316e-02 3.67598105e+00\n",
      "  5.06060034e-03]\n",
      " [2.79641283e-02 1.51158456e-01 2.55767938e-02 1.53346301e+01\n",
      "  3.18716039e-03 8.45327075e-04 1.27253709e-04 3.62908725e-04\n",
      "  1.26607689e-03]\n",
      " [4.50375501e-01 1.31344873e-02 5.61372480e+00 4.01954384e-02\n",
      "  6.35356369e-04 1.65156334e-01 2.17286130e-03 1.27253709e-04\n",
      "  1.39620067e-02]\n",
      " [4.18179414e-02 3.64556968e+00 2.01443726e-01 1.25990171e-01\n",
      "  2.23034217e-02 1.19329248e-02 1.46163478e-03 2.13129739e-02\n",
      "  1.27253709e-04]]\n",
      "48\n",
      "====================================================================================================\n",
      "Iteration number 48 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.14528338e-04 1.00981690e-02 6.11266616e-03 1.03581338e-03\n",
      "  1.15333659e+00 1.04649882e-03 3.53599825e+00 1.49668360e-02\n",
      "  1.14528338e-04]\n",
      " [1.08100219e+00 1.14528338e-04 4.60876099e-04 1.34687057e-02\n",
      "  1.98142694e+00 2.24076340e-03 1.40971739e+00 5.67751469e-02\n",
      "  1.13491719e-01]\n",
      " [8.98779682e-02 9.02850476e-04 1.14528338e-04 1.09992053e-03\n",
      "  1.14528338e-04 7.20498380e-04 1.14528338e-04 3.96795221e-02\n",
      "  6.37875754e+00]\n",
      " [8.11903281e-01 1.67065023e-02 8.89422457e-01 1.14528338e-04\n",
      "  2.83444403e+00 1.14528338e-04 4.10314087e-01 8.31038077e-01\n",
      "  1.87097162e-02]\n",
      " [2.90150573e-02 1.88714463e-01 2.65160926e-03 3.00784826e-03\n",
      "  1.14528338e-04 1.53141282e+01 1.10467370e-02 6.79086849e-04\n",
      "  1.14528338e-04]\n",
      " [3.62091115e-01 3.46013246e-02 3.99082894e-02 1.02184445e-03\n",
      "  5.70628151e-01 1.14528338e-04 1.05077084e-02 3.72014765e+00\n",
      "  4.55454031e-03]\n",
      " [2.51677155e-02 1.36042610e-01 2.30191144e-02 1.54011671e+01\n",
      "  2.86844435e-03 7.60794368e-04 1.14528338e-04 3.26617853e-04\n",
      "  1.13946921e-03]\n",
      " [4.38671284e-01 1.18210386e-02 5.68871595e+00 3.61758946e-02\n",
      "  5.71820732e-04 1.48640701e-01 1.95557517e-03 1.14528338e-04\n",
      "  1.25658061e-02]\n",
      " [3.76361473e-02 3.68101271e+00 1.81299353e-01 1.13391154e-01\n",
      "  2.00730795e-02 1.07396323e-02 1.31547131e-03 1.91816765e-02\n",
      "  1.14528338e-04]]\n",
      "49\n",
      "====================================================================================================\n",
      "Iteration number 49 \n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.03075504e-04 9.08835214e-03 5.50139955e-03 9.32232043e-04\n",
      "  1.10050293e+00 9.41848939e-04 3.59416313e+00 1.34701524e-02\n",
      "  1.03075504e-04]\n",
      " [1.16040197e+00 1.03075504e-04 4.14788489e-04 1.21218351e-02\n",
      "  1.94995092e+00 2.01668706e-03 1.26874565e+00 5.10976322e-02\n",
      "  1.02142547e-01]\n",
      " [8.08901714e-02 8.12565428e-04 1.03075504e-04 9.89928481e-04\n",
      "  1.03075504e-04 6.48448542e-04 1.03075504e-04 3.57115699e-02\n",
      "  6.40754845e+00]\n",
      " [7.30712953e-01 1.50358521e-02 8.00480211e-01 1.03075504e-04\n",
      "  2.96766629e+00 1.03075504e-04 5.69282678e-01 8.72934269e-01\n",
      "  1.68387446e-02]\n",
      " [2.61135516e-02 1.69843016e-01 2.38644833e-03 2.70706343e-03\n",
      "  1.03075504e-04 1.53827154e+01 9.94206331e-03 6.11178164e-04\n",
      "  1.03075504e-04]\n",
      " [3.90398132e-01 3.11411921e-02 3.59174605e-02 9.19660004e-04\n",
      "  5.13565336e-01 1.03075504e-04 9.45693759e-03 3.70107406e+00\n",
      "  4.09908628e-03]\n",
      " [2.26509440e-02 2.05771682e-01 2.07172030e-02 1.52610504e+01\n",
      "  2.58159991e-03 6.84714931e-04 1.03075504e-04 2.93956067e-04\n",
      "  1.02552228e-03]\n",
      " [3.94804156e-01 1.06389347e-02 5.84711708e+00 3.25583051e-02\n",
      "  5.14638659e-04 1.33776631e-01 1.76001765e-03 1.03075504e-04\n",
      "  1.13092255e-02]\n",
      " [3.38725326e-02 3.66291144e+00 1.63169418e-01 1.73480610e-01\n",
      "  1.80657716e-02 9.66566905e-03 1.18392418e-03 1.72635089e-02\n",
      "  1.03075504e-04]]\n",
      "50\n",
      "====================================================================================================\n",
      "Iteration number 50 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[9.27679537e-05 8.17951693e-03 4.95125959e-03 8.39008839e-04\n",
      "  1.24045264e+00 8.47664045e-04 3.47004094e+00 1.21231372e-02\n",
      "  9.27679537e-05]\n",
      " [1.10686178e+00 9.27679537e-05 3.73309640e-04 1.09096516e-02\n",
      "  1.92162249e+00 1.81501836e-03 1.47520442e+00 4.59878690e-02\n",
      "  9.19282921e-02]\n",
      " [7.28011543e-02 7.31308886e-04 9.27679537e-05 8.90935633e-04\n",
      "  9.27679537e-05 5.83603688e-04 9.27679537e-05 3.21404129e-02\n",
      "  6.43346027e+00]\n",
      " [8.57641658e-01 1.35322669e-02 7.87098857e-01 9.27679537e-05\n",
      "  2.83756633e+00 9.27679537e-05 5.12354410e-01 8.48140842e-01\n",
      "  1.51548701e-02]\n",
      " [2.35021964e-02 1.52858715e-01 2.14780350e-03 2.43635709e-03\n",
      "  9.27679537e-05 1.54444438e+01 8.94785698e-03 5.50060348e-04\n",
      "  9.27679537e-05]\n",
      " [3.83616384e-01 2.80270729e-02 3.23257144e-02 8.27694004e-04\n",
      "  4.62208802e-01 9.27679537e-05 8.51124383e-03 3.74273136e+00\n",
      "  3.68917765e-03]\n",
      " [2.03858496e-02 1.85194514e-01 1.86454827e-02 1.53349454e+01\n",
      "  2.32343992e-03 6.16243438e-04 9.27679537e-05 2.64560461e-04\n",
      "  9.22970056e-04]\n",
      " [3.88657074e-01 9.57504125e-03 5.89876901e+00 2.93024746e-02\n",
      "  4.63174793e-04 1.20398968e-01 1.58401588e-03 9.27679537e-05\n",
      "  1.01783029e-02]\n",
      " [3.04852793e-02 3.69662029e+00 1.46852476e-01 1.56132549e-01\n",
      "  1.62591944e-02 8.69910215e-03 1.06553176e-03 1.55371580e-02\n",
      "  9.27679537e-05]]\n",
      "51\n",
      "====================================================================================================\n",
      "Iteration number 51 \n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[8.34911584e-05 7.36156523e-03 4.45613363e-03 7.55107955e-04\n",
      "  1.24140737e+00 7.62897641e-04 3.47597802e+00 1.09108234e-02\n",
      "  8.34911584e-05]\n",
      " [1.08992560e+00 8.34911584e-05 3.35978676e-04 9.81868646e-03\n",
      "  1.97946024e+00 1.63351652e-03 1.49435064e+00 4.13890821e-02\n",
      "  8.27354629e-02]\n",
      " [6.55210388e-02 6.58177997e-04 8.34911584e-05 8.01842069e-04\n",
      "  8.34911584e-05 5.25243319e-04 8.34911584e-05 2.89263716e-02\n",
      "  6.45678091e+00]\n",
      " [8.71877492e-01 1.21790402e-02 8.41722304e-01 8.34911584e-05\n",
      "  2.80380970e+00 8.34911584e-05 4.61118969e-01 8.25826758e-01\n",
      "  1.36393831e-02]\n",
      " [2.11519768e-02 1.37572843e-01 1.93302315e-03 2.19272138e-03\n",
      "  8.34911584e-05 1.54999995e+01 8.05307128e-03 4.95054313e-04\n",
      "  8.34911584e-05]\n",
      " [3.77512810e-01 2.52243656e-02 2.90931430e-02 7.44924603e-04\n",
      "  4.15987922e-01 8.34911584e-05 7.66011945e-03 3.78022293e+00\n",
      "  3.32025988e-03]\n",
      " [1.83472646e-02 1.66675063e-01 1.67809344e-02 1.54014508e+01\n",
      "  2.09109593e-03 5.54619094e-04 8.34911584e-05 2.38104415e-04\n",
      "  8.30673050e-04]\n",
      " [4.16458033e-01 8.61753713e-03 5.85434666e+00 2.63722271e-02\n",
      "  4.16857314e-04 1.08359071e-01 1.42561430e-03 8.34911584e-05\n",
      "  9.16047263e-03]\n",
      " [2.74367514e-02 3.72695826e+00 1.32167229e-01 1.40519294e-01\n",
      "  1.46332750e-02 7.82919193e-03 9.58978582e-04 1.39834422e-02\n",
      "  8.34911584e-05]]\n",
      "52\n",
      "====================================================================================================\n",
      "Iteration number 52 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "[[7.51420425e-05 6.62540871e-03 4.01052027e-03 6.79597159e-04\n",
      "  1.17976663e+00 6.86607877e-04 3.54014492e+00 9.81974110e-03\n",
      "  7.51420425e-05]\n",
      " [1.13718304e+00 7.51420425e-05 3.02380808e-04 8.83681781e-03\n",
      "  1.94818089e+00 1.47016487e-03 1.42824891e+00 3.72501739e-02\n",
      "  7.44619166e-02]\n",
      " [5.89689349e-02 5.92360197e-04 7.51420425e-05 7.21657862e-04\n",
      "  7.51420425e-05 4.72718987e-04 7.51420425e-05 2.60337344e-02\n",
      "  6.47776949e+00]\n",
      " [8.34689743e-01 1.09611362e-02 8.24216741e-01 7.51420425e-05\n",
      "  2.94009539e+00 7.51420425e-05 4.15007072e-01 8.05744082e-01\n",
      "  1.22754448e-02]\n",
      " [1.90367791e-02 1.23815559e-01 1.73972083e-03 1.97344924e-03\n",
      "  7.51420425e-05 1.55499995e+01 7.24776415e-03 4.45548882e-04\n",
      "  7.51420425e-05]\n",
      " [3.72019593e-01 2.27019291e-02 2.61838287e-02 6.70432143e-04\n",
      "  3.74389130e-01 7.51420425e-05 6.89410751e-03 3.81396535e+00\n",
      "  2.98823390e-03]\n",
      " [1.65125381e-02 1.50007556e-01 1.51028410e-02 1.54613058e+01\n",
      "  1.88198634e-03 4.99157185e-04 7.51420425e-05 2.14293973e-04\n",
      "  7.47605745e-04]\n",
      " [4.08145563e-01 7.75578342e-03 5.90527563e+00 2.37350044e-02\n",
      "  3.75171582e-04 9.75231637e-02 1.28305287e-03 7.51420425e-05\n",
      "  8.24442536e-03]\n",
      " [2.46930762e-02 3.75426244e+00 1.18950506e-01 1.26467365e-01\n",
      "  1.31699475e-02 7.04627274e-03 8.63080724e-04 1.25850980e-02\n",
      "  7.51420425e-05]]\n",
      "53\n",
      "====================================================================================================\n",
      "Iteration number 53 \n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[6.76278383e-05 5.96286784e-03 3.60946824e-03 6.11637443e-04\n",
      "  1.31178997e+00 6.17947089e-04 3.42142455e+00 8.83776699e-03\n",
      "  6.76278383e-05]\n",
      " [1.11721474e+00 6.76278383e-05 2.72142727e-04 7.95313603e-03\n",
      "  1.83669613e+00 1.32314838e-03 1.61875735e+00 3.35251565e-02\n",
      "  6.70157249e-02]\n",
      " [5.30720414e-02 5.33124178e-04 6.76278383e-05 6.49492076e-04\n",
      "  6.76278383e-05 4.25447088e-04 6.76278383e-05 2.34303610e-02\n",
      "  6.49665921e+00]\n",
      " [9.51220769e-01 9.86502254e-03 8.08461733e-01 6.76278383e-05\n",
      "  2.89608585e+00 6.76278383e-05 3.73506365e-01 7.25169674e-01\n",
      "  1.10479003e-02]\n",
      " [1.71331012e-02 1.11434003e-01 1.56574875e-03 1.77610432e-03\n",
      "  6.76278383e-05 1.55949996e+01 6.52298774e-03 4.00993994e-04\n",
      "  6.76278383e-05]\n",
      " [3.34817634e-01 2.04317361e-02 2.35654458e-02 6.03388929e-04\n",
      "  3.36950217e-01 6.76278383e-05 6.20469675e-03 3.90315705e+00\n",
      "  2.68941051e-03]\n",
      " [1.48612843e-02 1.35006801e-01 1.35925569e-02 1.55151752e+01\n",
      "  1.69378770e-03 4.49241466e-04 6.76278383e-05 1.92864576e-04\n",
      "  6.72845171e-04]\n",
      " [4.00664340e-01 6.98020507e-03 5.95111170e+00 2.13615040e-02\n",
      "  3.37654424e-04 8.77708474e-02 1.15474758e-03 6.76278383e-05\n",
      "  7.41998283e-03]\n",
      " [2.22237686e-02 3.77883619e+00 1.07055455e-01 1.13820628e-01\n",
      "  1.18529527e-02 6.34164547e-03 7.76772652e-04 1.13265882e-02\n",
      "  6.76278383e-05]]\n",
      "54\n",
      "====================================================================================================\n",
      "Iteration number 54 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[6.08650544e-05 5.36658106e-03 3.24852142e-03 5.50473699e-04\n",
      "  1.30561097e+00 5.56152380e-04 3.43222327e+00 7.95399029e-03\n",
      "  6.08650544e-05]\n",
      " [1.16174326e+00 6.08650544e-05 2.44928455e-04 7.15782243e-03\n",
      "  1.73635985e+00 1.19083354e-03 1.62354829e+00 3.01726408e-02\n",
      "  6.03141524e-02]\n",
      " [4.77648373e-02 4.79811760e-04 6.08650544e-05 5.84542869e-04\n",
      "  6.08650544e-05 3.82902380e-04 6.08650544e-05 2.10873249e-02\n",
      "  6.51365995e+00]\n",
      " [9.56098692e-01 8.87852028e-03 7.94282227e-01 6.08650544e-05\n",
      "  3.02314394e+00 6.08650544e-05 3.36155729e-01 6.52652707e-01\n",
      "  9.94311028e-03]\n",
      " [1.54197911e-02 1.00290603e-01 1.40917388e-03 1.59849389e-03\n",
      "  6.08650544e-05 1.56354996e+01 5.87068896e-03 3.60894594e-04\n",
      "  6.08650544e-05]\n",
      " [3.01335871e-01 1.83885625e-02 2.12089012e-02 5.43050036e-04\n",
      "  3.03255195e-01 6.08650544e-05 5.58422708e-03 3.98342958e+00\n",
      "  2.42046946e-03]\n",
      " [1.33751559e-02 1.21506121e-01 1.22333012e-02 1.55636577e+01\n",
      "  1.52440893e-03 4.04317320e-04 6.08650544e-05 1.73578118e-04\n",
      "  6.05560654e-04]\n",
      " [3.93931239e-01 6.28218457e-03 5.99236417e+00 1.92253536e-02\n",
      "  3.03888982e-04 7.89937626e-02 1.03927282e-03 6.08650544e-05\n",
      "  6.67798454e-03]\n",
      " [2.00013917e-02 3.80095257e+00 9.63499097e-02 1.02438566e-01\n",
      "  1.06676574e-02 5.70748092e-03 6.99095386e-04 1.01939294e-02\n",
      "  6.08650544e-05]]\n",
      "55\n",
      "====================================================================================================\n",
      "Iteration number 55 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "[[5.47785490e-05 4.82992295e-03 2.92366928e-03 4.95426329e-04\n",
      "  1.36254988e+00 5.00537142e-04 3.38311859e+00 7.15859126e-03\n",
      "  5.47785490e-05]\n",
      " [1.10806894e+00 5.47785490e-05 2.20435609e-04 6.44204018e-03\n",
      "  1.81272387e+00 1.07175019e-03 1.71119346e+00 2.71553767e-02\n",
      "  5.42827372e-02]\n",
      " [4.29883536e-02 4.31830584e-04 5.47785490e-05 5.26088582e-04\n",
      "  5.47785490e-05 3.44612142e-04 5.47785490e-05 1.89785924e-02\n",
      "  6.52896062e+00]\n",
      " [1.01048882e+00 7.99066826e-03 7.14854004e-01 5.47785490e-05\n",
      "  2.88749621e+00 5.47785490e-05 3.02540156e-01 7.74887436e-01\n",
      "  8.94879925e-03]\n",
      " [1.38778120e-02 9.02615425e-02 1.26825649e-03 1.43864450e-03\n",
      "  5.47785490e-05 1.56719496e+01 5.28362007e-03 3.24805135e-04\n",
      "  5.47785490e-05]\n",
      " [3.67976477e-01 1.65497063e-02 1.90880111e-02 4.88745032e-04\n",
      "  2.72929676e-01 5.47785490e-05 5.02580437e-03 3.87920427e+00\n",
      "  2.17842251e-03]\n",
      " [1.20376403e-02 1.09355509e-01 1.10099711e-02 1.56072919e+01\n",
      "  1.37196804e-03 3.63885588e-04 5.47785490e-05 1.56220306e-04\n",
      "  5.45004588e-04]\n",
      " [3.54538115e-01 5.65396611e-03 6.12040048e+00 1.73028182e-02\n",
      "  2.73500084e-04 7.10943864e-02 9.35345540e-04 5.47785490e-05\n",
      "  6.01018609e-03]\n",
      " [1.80012526e-02 3.82085732e+00 8.67149187e-02 9.21947090e-02\n",
      "  9.60089170e-03 5.13673283e-03 6.29185848e-04 9.17453642e-03\n",
      "  5.47785490e-05]]\n",
      "56\n",
      "====================================================================================================\n",
      "Iteration number 56 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[4.93006941e-05 4.34693066e-03 2.63130235e-03 4.45883696e-04\n",
      "  1.53879489e+00 4.50483428e-04 3.22127732e+00 6.44273214e-03\n",
      "  4.93006941e-05]\n",
      " [1.09101204e+00 4.93006941e-05 1.98392048e-04 5.79783617e-03\n",
      "  1.63145148e+00 9.64575170e-04 1.95674078e+00 2.44398391e-02\n",
      "  4.88544635e-02]\n",
      " [3.86895182e-02 3.88647525e-04 4.93006941e-05 4.73479724e-04\n",
      "  4.93006941e-05 3.10150927e-04 4.93006941e-05 1.70807332e-02\n",
      "  6.54273123e+00]\n",
      " [1.15943994e+00 7.19160143e-03 6.43368603e-01 4.93006941e-05\n",
      "  2.84874659e+00 4.93006941e-05 2.72286140e-01 6.97398692e-01\n",
      "  8.05391933e-03]\n",
      " [1.24900308e-02 8.12353883e-02 1.14143084e-03 1.29478005e-03\n",
      "  4.93006941e-05 1.57047547e+01 4.75525806e-03 2.92324621e-04\n",
      "  4.93006941e-05]\n",
      " [3.31178829e-01 1.48947357e-02 1.71792100e-02 4.39870529e-04\n",
      "  2.45636708e-01 4.93006941e-05 4.52322393e-03 3.96187207e+00\n",
      "  1.96058026e-03]\n",
      " [1.08338763e-02 9.84199578e-02 9.90897397e-03 1.56465627e+01\n",
      "  1.23477124e-03 3.27497029e-04 4.93006941e-05 1.40598276e-04\n",
      "  4.90504130e-04]\n",
      " [3.19084304e-01 5.08856950e-03 6.23563316e+00 1.55725364e-02\n",
      "  2.46150075e-04 6.39849477e-02 8.41810986e-04 4.93006941e-05\n",
      "  5.40916748e-03]\n",
      " [1.62011273e-02 3.83877159e+00 7.80434268e-02 8.29752381e-02\n",
      "  8.64080253e-03 4.62305955e-03 5.66267263e-04 8.25708278e-03\n",
      "  4.93006941e-05]]\n",
      "57\n",
      "====================================================================================================\n",
      "Iteration number 57 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[4.43706247e-05 3.91223759e-03 2.36817211e-03 4.01295327e-04\n",
      "  1.63491540e+00 4.05435085e-04 3.13444371e+00 5.79845892e-03\n",
      "  4.43706247e-05]\n",
      " [1.10691084e+00 4.43706247e-05 1.78552843e-04 5.21805255e-03\n",
      "  1.55163966e+00 8.68117653e-04 2.01106670e+00 2.19958552e-02\n",
      "  4.39690171e-02]\n",
      " [3.48205664e-02 3.49782773e-04 4.43706247e-05 4.26131751e-04\n",
      "  4.43706247e-05 2.79135835e-04 4.43706247e-05 1.53726598e-02\n",
      "  6.55512477e+00]\n",
      " [1.19349595e+00 6.47244129e-03 6.45698410e-01 4.43706247e-05\n",
      "  2.81387193e+00 4.43706247e-05 4.45057526e-01 6.27658823e-01\n",
      "  7.24852740e-03]\n",
      " [1.12410277e-02 7.31118494e-02 1.02728776e-03 1.16530204e-03\n",
      "  4.43706247e-05 1.57342792e+01 4.27973225e-03 2.63092159e-04\n",
      "  4.43706247e-05]\n",
      " [2.98060946e-01 1.34052621e-02 1.54612890e-02 3.95883476e-04\n",
      "  2.21073037e-01 4.43706247e-05 4.07090154e-03 4.03627310e+00\n",
      "  1.76452223e-03]\n",
      " [9.75048865e-03 1.71911295e-01 8.91807657e-03 1.54819064e+01\n",
      "  1.11129411e-03 2.94747326e-04 4.43706247e-05 1.26538448e-04\n",
      "  4.41453717e-04]\n",
      " [3.20509207e-01 4.57971255e-03 6.24843348e+00 1.40152828e-02\n",
      "  2.21535068e-04 5.75864530e-02 7.57629887e-04 4.43706247e-05\n",
      "  4.86825073e-03]\n",
      " [1.45810146e-02 3.80489443e+00 7.02390841e-02 1.46106286e-01\n",
      "  7.77672228e-03 4.16075359e-03 5.09640537e-04 7.43137450e-03\n",
      "  4.43706247e-05]]\n",
      "58\n",
      "====================================================================================================\n",
      "Iteration number 58 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[3.99335622e-05 3.52101383e-03 2.13135490e-03 3.61165794e-04\n",
      "  1.59642386e+00 3.64891577e-04 3.17394051e+00 5.21861303e-03\n",
      "  3.99335622e-05]\n",
      " [1.18371975e+00 3.99335622e-05 1.60697559e-04 4.69624729e-03\n",
      "  1.39647570e+00 7.81305887e-04 1.97662670e+00 1.97962696e-02\n",
      "  3.95721154e-02]\n",
      " [3.13385098e-02 3.14804496e-04 3.99335622e-05 3.83518576e-04\n",
      "  3.99335622e-05 2.51222251e-04 3.99335622e-05 1.38353939e-02\n",
      "  6.56627896e+00]\n",
      " [1.17414635e+00 5.82519716e-03 5.81128569e-01 3.99335622e-05\n",
      "  3.03248474e+00 3.99335622e-05 4.00551774e-01 5.64892941e-01\n",
      "  6.52367466e-03]\n",
      " [1.01169249e-02 6.58006645e-02 9.24558980e-04 1.04877184e-03\n",
      "  3.99335622e-05 1.57608513e+01 3.85175903e-03 2.36782943e-04\n",
      "  3.99335622e-05]\n",
      " [2.68254852e-01 1.20647359e-02 1.39151601e-02 3.56295129e-04\n",
      "  1.98965733e-01 3.99335622e-05 3.66381139e-03 4.10323403e+00\n",
      "  1.58807001e-03]\n",
      " [8.77543978e-03 1.54720166e-01 8.02626892e-03 1.55337158e+01\n",
      "  1.00016470e-03 2.65272593e-04 3.99335622e-05 1.13884603e-04\n",
      "  3.97308345e-04]\n",
      " [2.88458286e-01 4.12174129e-03 6.35086286e+00 1.26137545e-02\n",
      "  1.99381561e-04 5.18278077e-02 6.81866899e-04 3.99335622e-05\n",
      "  4.38142566e-03]\n",
      " [1.31229131e-02 3.82440498e+00 6.32151757e-02 1.31495657e-01\n",
      "  6.99905005e-03 3.74467823e-03 4.58676483e-04 6.68823705e-03\n",
      "  3.99335622e-05]]\n",
      "59\n",
      "====================================================================================================\n",
      "Iteration number 59 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "[[3.59402060e-05 3.16891245e-03 1.91821941e-03 3.25049215e-04\n",
      "  1.68678147e+00 3.28402419e-04 3.09184058e+00 4.69675173e-03\n",
      "  3.59402060e-05]\n",
      " [1.15909778e+00 3.59402060e-05 1.44627803e-04 4.22662256e-03\n",
      "  1.34016146e+00 7.03175299e-04 2.11229736e+00 1.78166427e-02\n",
      "  3.56149039e-02]\n",
      " [2.82046588e-02 2.83324046e-04 3.59402060e-05 3.45166718e-04\n",
      "  3.59402060e-05 2.26100026e-04 3.59402060e-05 1.24518545e-02\n",
      "  6.57631773e+00]\n",
      " [1.25673172e+00 5.24267744e-03 5.23015712e-01 3.59402060e-05\n",
      "  2.97923626e+00 3.59402060e-05 3.60496596e-01 5.70903647e-01\n",
      "  5.87130719e-03]\n",
      " [9.10523243e-03 5.92205981e-02 8.32103082e-04 9.43894656e-04\n",
      "  3.59402060e-05 1.57847662e+01 3.46658313e-03 2.13104649e-04\n",
      "  3.59402060e-05]\n",
      " [2.73687431e-01 1.08582623e-02 1.25236441e-02 3.20665616e-04\n",
      "  1.79069160e-01 3.59402060e-05 3.29743025e-03 4.10467533e+00\n",
      "  1.42926301e-03]\n",
      " [7.89789580e-03 1.39248149e-01 7.22364202e-03 1.55803442e+01\n",
      "  9.00148231e-04 2.38745334e-04 3.59402060e-05 1.02496143e-04\n",
      "  3.57577510e-04]\n",
      " [2.59612458e-01 3.70956716e-03 6.44304930e+00 1.13523790e-02\n",
      "  1.79443405e-04 4.66450269e-02 6.13680209e-04 3.59402060e-05\n",
      "  3.94328309e-03]\n",
      " [1.18106218e-02 3.84196449e+00 5.68936582e-02 1.18346091e-01\n",
      "  6.29914505e-03 3.37021041e-03 4.12808835e-04 6.01941334e-03\n",
      "  3.59402060e-05]]\n",
      "60\n",
      "====================================================================================================\n",
      "Iteration number 60 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.23461854e-05 2.85202120e-03 1.72639747e-03 2.92544293e-04\n",
      "  1.64310333e+00 2.95562177e-04 3.13559770e+00 4.22707655e-03\n",
      "  3.23461854e-05]\n",
      " [1.23068800e+00 3.23461854e-05 1.30165023e-04 3.80396031e-03\n",
      "  1.20614532e+00 6.32857769e-04 2.06773429e+00 1.60349784e-02\n",
      "  3.20534135e-02]\n",
      " [2.53841929e-02 2.54991641e-04 3.23461854e-05 3.10650047e-04\n",
      "  3.23461854e-05 2.03490023e-04 3.23461854e-05 1.12066690e-02\n",
      "  6.58535263e+00]\n",
      " [1.23105854e+00 4.71840970e-03 4.70714141e-01 3.23461854e-05\n",
      "  3.18131264e+00 3.23461854e-05 3.24446937e-01 5.13813282e-01\n",
      "  5.28417647e-03]\n",
      " [8.19470919e-03 5.32985382e-02 7.48892774e-04 8.49505190e-04\n",
      "  3.23461854e-05 1.58062895e+01 3.11992481e-03 1.91794184e-04\n",
      "  3.23461854e-05]\n",
      " [2.46318688e-01 9.77243606e-03 1.12712797e-02 2.88599054e-04\n",
      "  1.61162244e-01 3.23461854e-05 2.96768722e-03 4.16479603e+00\n",
      "  1.28633671e-03]\n",
      " [7.10810622e-03 1.25323334e-01 6.50127782e-03 1.56223098e+01\n",
      "  8.10133408e-04 2.14870801e-04 3.23461854e-05 9.22465287e-05\n",
      "  3.21819759e-04]\n",
      " [2.33651212e-01 3.33861045e-03 6.52601710e+00 1.02171411e-02\n",
      "  1.61499064e-04 4.19805242e-02 5.52312188e-04 3.23461854e-05\n",
      "  3.54895478e-03]\n",
      " [1.06295596e-02 3.85776804e+00 5.12042923e-02 1.06511482e-01\n",
      "  5.66923054e-03 3.03318937e-03 3.71527951e-04 5.41747201e-03\n",
      "  3.23461854e-05]]\n",
      "61\n",
      "====================================================================================================\n",
      "Iteration number 61 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.91115669e-05 2.56681908e-03 1.55375772e-03 2.63289864e-04\n",
      "  1.66629299e+00 2.66005959e-04 3.11615557e+00 3.80436890e-03\n",
      "  2.91115669e-05]\n",
      " [1.23261920e+00 2.91115669e-05 1.17148521e-04 3.42356428e-03\n",
      "  1.16886412e+00 5.69571992e-04 2.11096086e+00 1.44314806e-02\n",
      "  2.88480721e-02]\n",
      " [2.28457736e-02 2.29492477e-04 2.91115669e-05 2.79585042e-04\n",
      "  2.91115669e-05 1.83141021e-04 2.91115669e-05 1.00860021e-02\n",
      "  6.59348403e+00]\n",
      " [1.25795269e+00 4.24656873e-03 4.23642727e-01 2.91115669e-05\n",
      "  3.19651471e+00 2.91115669e-05 2.92002243e-01 5.24931954e-01\n",
      "  4.75575882e-03]\n",
      " [7.37523827e-03 4.79686844e-02 6.74003497e-04 7.64554671e-04\n",
      "  2.91115669e-05 1.58256606e+01 2.80793233e-03 1.72614766e-04\n",
      "  2.91115669e-05]\n",
      " [2.53944884e-01 8.79519245e-03 1.01441517e-02 2.59739149e-04\n",
      "  1.45046020e-01 2.91115669e-05 2.67091850e-03 4.16008114e+00\n",
      "  1.15770304e-03]\n",
      " [6.39729560e-03 1.12791001e-01 5.85115004e-03 1.56600788e+01\n",
      "  7.29120067e-04 1.93383721e-04 2.91115669e-05 8.30218759e-05\n",
      "  2.89637783e-04]\n",
      " [2.10286091e-01 3.00474940e-03 6.60068811e+00 9.19542702e-03\n",
      "  1.45349158e-04 3.77824718e-02 4.97080969e-04 2.91115669e-05\n",
      "  3.19405931e-03]\n",
      " [9.56660367e-03 3.87199123e+00 4.60838631e-02 9.58603340e-02\n",
      "  5.10230749e-03 2.72987043e-03 3.34375156e-04 4.87572481e-03\n",
      "  2.91115669e-05]]\n",
      "62\n",
      "====================================================================================================\n",
      "Iteration number 62 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.62004102e-05 2.31013717e-03 1.39838195e-03 2.36960877e-04\n",
      "  1.74966369e+00 2.39405363e-04 3.03983413e+00 3.42393201e-03\n",
      "  2.62004102e-05]\n",
      " [1.20310728e+00 2.62004102e-05 1.05433669e-04 3.08120785e-03\n",
      "  1.13531104e+00 5.12614793e-04 2.23319811e+00 1.29883325e-02\n",
      "  2.59632649e-02]\n",
      " [2.05611963e-02 2.06543230e-04 2.62004102e-05 2.51626538e-04\n",
      "  2.62004102e-05 1.64826919e-04 2.62004102e-05 9.07740191e-03\n",
      "  6.60080229e+00]\n",
      " [1.33215742e+00 3.82191186e-03 4.47945121e-01 2.62004102e-05\n",
      "  3.12686324e+00 2.62004102e-05 2.62802019e-01 4.72438758e-01\n",
      "  4.28018294e-03]\n",
      " [6.63771444e-03 4.31718160e-02 6.06603147e-04 6.88099204e-04\n",
      "  2.62004102e-05 1.58430945e+01 2.52713910e-03 1.55353289e-04\n",
      "  2.62004102e-05]\n",
      " [2.28550395e-01 7.91567321e-03 9.12973654e-03 2.33765234e-04\n",
      "  1.30541418e-01 2.62004102e-05 2.40382665e-03 4.21466126e+00\n",
      "  1.04193273e-03]\n",
      " [5.75756604e-03 1.01511901e-01 5.26603504e-03 1.56940709e+01\n",
      "  6.56208060e-04 1.74045348e-04 2.62004102e-05 7.47196883e-05\n",
      "  2.60674005e-04]\n",
      " [2.22590815e-01 2.70427446e-03 6.57698294e+00 8.27588432e-03\n",
      "  1.30814242e-04 3.40042246e-02 4.47372872e-04 2.62004102e-05\n",
      "  2.87465338e-03]\n",
      " [8.60994330e-03 3.88479211e+00 4.14754768e-02 8.62743006e-02\n",
      "  4.59207674e-03 2.45688339e-03 3.00937641e-04 4.38815233e-03\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  2.62004102e-05]]\n",
      "63\n",
      "====================================================================================================\n",
      "Iteration number 63 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.35803692e-05 2.07912346e-03 1.25854376e-03 2.13264790e-04\n",
      "  1.76219733e+00 2.15464827e-04 3.02996837e+00 3.08153881e-03\n",
      "  2.35803692e-05]\n",
      " [1.23904655e+00 2.35803692e-05 9.48903017e-05 2.77308706e-03\n",
      "  1.02177993e+00 4.61353313e-04 2.25987830e+00 1.16894993e-02\n",
      "  2.33669384e-02]\n",
      " [1.85050766e-02 1.85888907e-04 2.35803692e-05 2.26463884e-04\n",
      "  2.35803692e-05 1.48344227e-04 2.35803692e-05 8.16966172e-03\n",
      "  6.60738873e+00]\n",
      " [1.34894168e+00 3.43972067e-03 4.03150609e-01 2.35803692e-05\n",
      "  3.23084358e+00 2.35803692e-05 2.36521817e-01 4.25194883e-01\n",
      "  3.85216465e-03]\n",
      " [5.97394300e-03 3.88546344e-02 5.45942832e-04 6.19289284e-04\n",
      "  2.35803692e-05 1.58587851e+01 2.27442519e-03 1.39817960e-04\n",
      "  2.35803692e-05]\n",
      " [2.05695356e-01 7.12410589e-03 8.21676289e-03 2.10388710e-04\n",
      "  1.17487276e-01 2.35803692e-05 2.16344399e-03 4.26378337e+00\n",
      "  9.37739460e-04]\n",
      " [5.18180944e-03 9.13607107e-02 4.73943153e-03 1.57246638e+01\n",
      "  5.90587254e-04 1.56640814e-04 2.35803692e-05 6.72477194e-05\n",
      "  2.34606605e-04]\n",
      " [2.00331733e-01 2.43384702e-03 6.64655737e+00 7.44829588e-03\n",
      "  1.17732818e-04 3.06038021e-02 4.02635585e-04 2.35803692e-05\n",
      "  2.58718804e-03]\n",
      " [7.74894897e-03 3.89631290e+00 3.73279291e-02 7.76468706e-02\n",
      "  4.13286907e-03 2.21119505e-03 2.70843876e-04 3.94933710e-03\n",
      "  2.35803692e-05]]\n",
      "64\n",
      "====================================================================================================\n",
      "Iteration number 64 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.12223322e-05 1.87121111e-03 1.13268938e-03 1.91938311e-04\n",
      "  1.83597759e+00 1.93918344e-04 2.96226565e+00 2.77338493e-03\n",
      "  2.12223322e-05]\n",
      " [1.24014190e+00 2.12223322e-05 8.54012715e-05 2.49577836e-03\n",
      "  9.19601941e-01 4.15217982e-04 2.36722380e+00 1.05205493e-02\n",
      "  2.10302446e-02]\n",
      " [1.66545690e-02 1.67300016e-04 2.12223322e-05 2.03817496e-04\n",
      "  2.12223322e-05 1.33509804e-04 2.12223322e-05 7.35269555e-03\n",
      "  6.61331652e+00]\n",
      " [1.41404751e+00 3.09574860e-03 3.62835548e-01 2.12223322e-05\n",
      "  3.24109255e+00 2.12223322e-05 2.12869635e-01 3.82675394e-01\n",
      "  3.46694818e-03]\n",
      " [5.37654870e-03 3.49691709e-02 4.91348549e-04 5.57360355e-04\n",
      "  2.12223322e-05 1.58729066e+01 2.04698267e-03 1.25836164e-04\n",
      "  2.12223322e-05]\n",
      " [1.85125820e-01 6.41169530e-03 7.39508660e-03 1.89349839e-04\n",
      "  1.05738548e-01 2.12223322e-05 1.94709959e-03 4.30799327e+00\n",
      "  8.43965514e-04]\n",
      " [4.66362849e-03 8.22246396e-02 4.26548838e-03 1.57521975e+01\n",
      "  5.31528529e-04 1.40976732e-04 2.12223322e-05 6.05229475e-05\n",
      "  2.11145944e-04]\n",
      " [1.80298560e-01 2.19046231e-03 6.70917436e+00 6.70346630e-03\n",
      "  1.05959536e-04 2.75434219e-02 3.62372026e-04 2.12223322e-05\n",
      "  2.32846923e-03]\n",
      " [6.97405408e-03 3.90668161e+00 3.35951362e-02 6.98821835e-02\n",
      "  3.71958216e-03 1.99007554e-03 2.43759489e-04 3.55440339e-03\n",
      "  2.12223322e-05]]\n",
      "65\n",
      "====================================================================================================\n",
      "Iteration number 65 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "[[1.91000990e-05 1.68409000e-03 1.01942044e-03 1.72744480e-04\n",
      "  1.77737983e+00 1.74526510e-04 3.01898026e+00 2.49604643e-03\n",
      "  1.91000990e-05]\n",
      " [1.27237771e+00 1.91000990e-05 7.68611444e-05 2.24620052e-03\n",
      "  9.10975081e-01 3.73696184e-04 2.29716809e+00 9.46849440e-03\n",
      "  1.89272201e-02]\n",
      " [1.49891121e-02 1.50570014e-04 1.91000990e-05 1.83435746e-04\n",
      "  1.91000990e-05 1.20158824e-04 1.91000990e-05 6.61742599e-03\n",
      "  6.61865154e+00]\n",
      " [1.37264276e+00 2.78617374e-03 3.26551993e-01 1.91000990e-05\n",
      "  3.33364997e+00 1.91000990e-05 1.91582672e-01 4.06907855e-01\n",
      "  3.12025336e-03]\n",
      " [4.83889383e-03 3.14722538e-02 4.42213694e-04 5.01624320e-04\n",
      "  1.91000990e-05 1.58856159e+01 1.84228440e-03 1.13252548e-04\n",
      "  1.91000990e-05]\n",
      " [1.98871303e-01 5.77052577e-03 6.65557794e-03 1.70414855e-04\n",
      "  9.51646935e-02 1.91000990e-05 1.75238963e-03 4.28895864e+00\n",
      "  7.59568963e-04]\n",
      " [4.19726564e-03 7.40021757e-02 3.83893954e-03 1.57769777e+01\n",
      "  4.78375676e-04 1.26879059e-04 1.91000990e-05 5.44706527e-05\n",
      "  1.90031350e-04]\n",
      " [1.62268704e-01 1.97141608e-03 6.76552965e+00 6.03311967e-03\n",
      "  9.53635825e-05 2.47890797e-02 3.26134824e-04 1.91000990e-05\n",
      "  2.09562231e-03]\n",
      " [6.27664867e-03 3.91601345e+00 3.02356226e-02 6.28939652e-02\n",
      "  3.34762394e-03 1.79106799e-03 2.19383540e-04 3.19896305e-03\n",
      "  1.91000990e-05]]\n",
      "66\n",
      "====================================================================================================\n",
      "Iteration number 66 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.71900891e-05 1.51568100e-03 9.17478399e-04 1.55470032e-04\n",
      "  1.72464185e+00 1.57073859e-04 3.07002341e+00 2.24644179e-03\n",
      "  1.71900891e-05]\n",
      " [1.33263994e+00 1.71900891e-05 6.91750299e-05 2.02158047e-03\n",
      "  8.19877572e-01 3.36326566e-04 2.23411795e+00 8.52164496e-03\n",
      "  1.70344981e-02]\n",
      " [1.34902009e-02 1.35513013e-04 1.71900891e-05 1.65092171e-04\n",
      "  1.71900891e-05 1.08142942e-04 1.71900891e-05 5.95568339e-03\n",
      "  6.62345305e+00]\n",
      " [1.33537848e+00 2.50755637e-03 2.93896794e-01 1.71900891e-05\n",
      "  3.50028497e+00 1.71900891e-05 1.72424404e-01 3.66217069e-01\n",
      "  2.80822803e-03]\n",
      " [4.35500445e-03 2.83250285e-02 3.97992325e-04 4.51461888e-04\n",
      "  1.71900891e-05 1.58970543e+01 1.65805596e-03 1.01927293e-04\n",
      "  1.71900891e-05]\n",
      " [1.78984172e-01 5.19347319e-03 5.99002014e-03 1.53373370e-04\n",
      "  8.56482242e-02 1.71900891e-05 1.57715067e-03 4.33065102e+00\n",
      "  6.83612067e-04]\n",
      " [3.77753908e-03 6.66019581e-02 3.45504559e-03 1.57992799e+01\n",
      "  4.30538108e-04 1.14191153e-04 1.71900891e-05 4.90235875e-05\n",
      "  1.71028215e-04]\n",
      " [1.46041834e-01 1.77427448e-03 6.81624942e+00 5.42980770e-03\n",
      "  8.58272242e-05 2.23101718e-02 2.93521341e-04 1.71900891e-05\n",
      "  1.88606008e-03]\n",
      " [5.64898380e-03 3.92441210e+00 2.72120603e-02 5.66045686e-02\n",
      "  3.01286155e-03 1.61196119e-03 1.97445186e-04 2.87906674e-03\n",
      "  1.71900891e-05]]\n",
      "67\n",
      "====================================================================================================\n",
      "Iteration number 67 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.54710802e-05 1.36411290e-03 8.25730559e-04 1.39923029e-04\n",
      "  1.73967767e+00 1.41366473e-04 3.05713872e+00 2.02179761e-03\n",
      "  1.54710802e-05]\n",
      " [1.35562594e+00 1.54710802e-05 6.22575269e-05 1.81942242e-03\n",
      "  8.21223149e-01 3.02693909e-04 2.17737282e+00 7.66948047e-03\n",
      "  1.53310483e-02]\n",
      " [1.21411808e-02 1.21961712e-04 1.54710802e-05 1.48582954e-04\n",
      "  1.54710802e-05 9.73286474e-05 1.54710802e-05 5.36011505e-03\n",
      "  6.62777441e+00]\n",
      " [1.35184064e+00 2.25680073e-03 2.64507114e-01 1.54710802e-05\n",
      "  3.48358981e+00 1.54710802e-05 3.55181964e-01 3.29595362e-01\n",
      "  2.52740523e-03]\n",
      " [3.91950400e-03 2.54925256e-02 3.58193092e-04 4.06315699e-04\n",
      "  1.54710802e-05 1.59073489e+01 1.49225037e-03 9.17345637e-05\n",
      "  1.54710802e-05]\n",
      " [1.61085755e-01 4.67412587e-03 5.39101813e-03 1.38036033e-04\n",
      "  7.70834017e-02 1.54710802e-05 1.41943560e-03 4.36817415e+00\n",
      "  6.15250860e-04]\n",
      " [3.39978517e-03 2.26608429e-01 3.10954103e-03 1.54193519e+01\n",
      "  3.87484298e-04 1.02772038e-04 1.54710802e-05 4.41212287e-05\n",
      "  1.53925393e-04]\n",
      " [1.31437650e-01 1.59684703e-03 6.86189720e+00 4.88682693e-03\n",
      "  7.72445018e-05 2.00791546e-02 2.64169207e-04 1.54710802e-05\n",
      "  1.69745407e-03]\n",
      " [5.08408542e-03 3.83197089e+00 2.44908543e-02 1.93801255e-01\n",
      "  2.71157539e-03 1.45076507e-03 1.77700667e-04 2.59116007e-03\n",
      "  1.54710802e-05]]\n",
      "68\n",
      "====================================================================================================\n",
      "Iteration number 68 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.39239722e-05 1.22770161e-03 7.43157503e-04 1.25930726e-04\n",
      "  1.75320990e+00 1.27229826e-04 3.04554249e+00 1.81961785e-03\n",
      "  1.39239722e-05]\n",
      " [1.37631335e+00 1.39239722e-05 5.60317742e-05 1.63748018e-03\n",
      "  7.39100834e-01 2.72424518e-04 2.20963554e+00 6.90253242e-03\n",
      "  1.37979435e-02]\n",
      " [1.09270627e-02 1.09765540e-04 1.39239722e-05 1.33724659e-04\n",
      "  1.39239722e-05 8.75957827e-05 1.39239722e-05 4.82410355e-03\n",
      "  6.63166364e+00]\n",
      " [1.36665657e+00 2.03112066e-03 2.38056403e-01 1.39239722e-05\n",
      "  3.55189749e+00 1.39239722e-05 3.19663768e-01 2.96635826e-01\n",
      "  2.27466470e-03]\n",
      " [3.52755360e-03 2.29432731e-02 3.22373783e-04 3.65684129e-04\n",
      "  1.39239722e-05 1.59166140e+01 1.34302533e-03 8.25611073e-05\n",
      "  1.39239722e-05]\n",
      " [1.44977180e-01 4.20671329e-03 4.85191632e-03 1.24232430e-04\n",
      "  6.93750616e-02 1.39239722e-05 1.27749204e-03 4.40194497e+00\n",
      "  5.53725774e-04]\n",
      " [3.05980665e-03 2.03947586e-01 2.79858693e-03 1.54774167e+01\n",
      "  3.48735868e-04 9.24948340e-05 1.39239722e-05 3.97091059e-05\n",
      "  1.38532854e-04]\n",
      " [1.18293885e-01 1.43716232e-03 6.90298021e+00 4.39814424e-03\n",
      "  6.95200516e-05 1.80712391e-02 2.37752287e-04 1.39239722e-05\n",
      "  1.52770866e-03]\n",
      " [4.57567688e-03 3.84877380e+00 2.20417689e-02 1.74421129e-01\n",
      "  2.44041785e-03 1.30568856e-03 1.59930601e-04 2.33204406e-03\n",
      "  1.39239722e-05]]\n",
      "69\n",
      "====================================================================================================\n",
      "Iteration number 69 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.25315750e-05 1.10493145e-03 6.68841753e-04 1.13337653e-04\n",
      "  1.89038891e+00 1.14506843e-04 2.91745883e+00 1.63765607e-03\n",
      "  1.25315750e-05]\n",
      " [1.36368201e+00 1.25315750e-05 5.04285968e-05 1.47373216e-03\n",
      "  6.65190750e-01 2.45182066e-04 2.32200532e+00 6.21227918e-03\n",
      "  1.24181491e-02]\n",
      " [9.83435643e-03 9.87889864e-05 1.25315750e-05 1.20352193e-04\n",
      "  1.25315750e-05 7.88362044e-05 1.25315750e-05 4.34169319e-03\n",
      "  6.63516394e+00]\n",
      " [1.42999091e+00 1.82800859e-03 2.14250763e-01 1.25315750e-05\n",
      "  3.44670774e+00 1.25315750e-05 4.87697391e-01 2.66972244e-01\n",
      "  2.04719823e-03]\n",
      " [3.17479824e-03 2.06489458e-02 2.90136405e-04 3.29115716e-04\n",
      "  1.25315750e-05 1.59249526e+01 1.20872280e-03 7.43049966e-05\n",
      "  1.25315750e-05]\n",
      " [1.30479462e-01 3.78604196e-03 4.36672469e-03 1.11809187e-04\n",
      "  6.24375554e-02 1.25315750e-05 1.14974284e-03 4.43233871e+00\n",
      "  4.98353196e-04]\n",
      " [2.75382599e-03 2.66886161e-01 2.51872823e-03 1.53296751e+01\n",
      "  3.13862281e-04 8.32453506e-05 1.25315750e-05 3.57381953e-05\n",
      "  1.24679569e-04]\n",
      " [1.06464497e-01 1.29344609e-03 6.93995491e+00 3.95832981e-03\n",
      "  6.25680465e-05 1.62641152e-02 2.13977058e-04 1.25315750e-05\n",
      "  1.37493780e-03]\n",
      " [4.11810919e-03 3.81389642e+00 1.98375920e-02 2.28407588e-01\n",
      "  2.19637607e-03 1.17511971e-03 1.43937541e-04 2.09883966e-03\n",
      "  1.25315750e-05]]\n",
      "70\n",
      "====================================================================================================\n",
      "Iteration number 70 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.12784175e-05 9.94438304e-04 6.01957577e-04 1.02003888e-04\n",
      "  2.01385002e+00 1.03056159e-04 2.80218354e+00 1.47389046e-03\n",
      "  1.12784175e-05]\n",
      " [1.35231381e+00 1.12784175e-05 4.53857371e-05 1.32635895e-03\n",
      "  5.98671675e-01 2.20663860e-04 2.42313812e+00 5.59105126e-03\n",
      "  1.11763342e-02]\n",
      " [8.85092078e-03 8.89100878e-05 1.12784175e-05 1.08316974e-04\n",
      "  1.12784175e-05 7.09525840e-05 1.12784175e-05 3.90752387e-03\n",
      "  6.63831421e+00]\n",
      " [1.48699182e+00 1.64520773e-03 1.92825686e-01 1.12784175e-05\n",
      "  3.35203697e+00 1.12784175e-05 6.38927652e-01 2.40275019e-01\n",
      "  1.84247841e-03]\n",
      " [2.85731842e-03 1.85840512e-02 2.61122764e-04 2.96204145e-04\n",
      "  1.12784175e-05 1.59324573e+01 1.08785052e-03 6.68744969e-05\n",
      "  1.12784175e-05]\n",
      " [1.17431516e-01 3.40743776e-03 3.93005222e-03 1.00628268e-04\n",
      "  5.61937999e-02 1.12784175e-05 1.03476855e-03 4.45969307e+00\n",
      "  4.48517877e-04]\n",
      " [2.47844339e-03 3.23530878e-01 2.26685541e-03 1.51967076e+01\n",
      "  2.82476053e-04 7.49208156e-05 1.12784175e-05 3.21643757e-05\n",
      "  1.12211612e-04]\n",
      " [9.58180471e-02 1.16410148e-03 6.97323215e+00 3.56249683e-03\n",
      "  5.63112418e-05 1.46377037e-02 1.92579352e-04 1.12784175e-05\n",
      "  1.23744402e-03]\n",
      " [3.70629827e-03 3.78250678e+00 1.78538328e-02 2.76995400e-01\n",
      "  1.97673846e-03 1.05760774e-03 1.29543786e-04 1.88895569e-03\n",
      "  1.12784175e-05]]\n",
      "71\n",
      "====================================================================================================\n",
      "Iteration number 71 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.01505757e-05 8.94994474e-04 5.41761820e-04 9.18034990e-05\n",
      "  1.93746502e+00 9.27505430e-05 2.87490636e+00 1.32650141e-03\n",
      "  1.01505757e-05]\n",
      " [1.40458243e+00 1.01505757e-05 4.08471634e-05 1.19372305e-03\n",
      "  5.38804508e-01 1.98597474e-04 2.34749097e+00 5.03194613e-03\n",
      "  1.00587008e-02]\n",
      " [7.96582871e-03 8.00190790e-05 1.01505757e-05 9.74852763e-05\n",
      "  1.01505757e-05 6.38573256e-05 1.01505757e-05 3.51677149e-03\n",
      "  6.64114946e+00]\n",
      " [1.43829264e+00 1.48068696e-03 1.73543118e-01 1.01505757e-05\n",
      "  3.51683327e+00 1.01505757e-05 5.75034887e-01 2.16247517e-01\n",
      "  1.65823057e-03]\n",
      " [2.57158657e-03 1.67256461e-02 2.35010488e-04 2.66583730e-04\n",
      "  1.01505757e-05 1.59392116e+01 9.79065465e-04 6.01870472e-05\n",
      "  1.01505757e-05]\n",
      " [1.05688364e-01 3.06669399e-03 3.53704700e-03 9.05654412e-05\n",
      "  5.05744199e-02 1.01505757e-05 9.31291697e-04 4.48431200e+00\n",
      "  4.03666089e-04]\n",
      " [2.23059905e-03 2.91177790e-01 2.04016987e-03 1.52770368e+01\n",
      "  2.54228448e-04 6.74287340e-05 1.01505757e-05 2.89479382e-05\n",
      "  1.00990451e-04]\n",
      " [8.62362423e-02 1.04769133e-03 7.00318166e+00 3.20624715e-03\n",
      "  5.06801176e-05 1.31739333e-02 1.73321417e-04 1.01505757e-05\n",
      "  1.11369962e-03]\n",
      " [3.33566844e-03 3.80425610e+00 1.60684495e-02 2.49295860e-01\n",
      "  1.77906462e-03 9.51846963e-04 1.16589408e-04 1.70006012e-03\n",
      "  1.01505757e-05]]\n",
      "72\n",
      "====================================================================================================\n",
      "Iteration number 72 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[9.13551815e-06 8.05495026e-04 4.87585638e-04 8.26231491e-05\n",
      "  1.99371851e+00 8.34754887e-05 2.82270984e+00 1.19385127e-03\n",
      "  9.13551815e-06]\n",
      " [1.35787419e+00 9.13551815e-06 3.67624471e-05 1.07435075e-03\n",
      "  5.68257390e-01 1.78737726e-04 2.44607521e+00 4.52875152e-03\n",
      "  9.05283071e-03]\n",
      " [7.16924584e-03 7.20171711e-05 9.13551815e-06 8.77367487e-05\n",
      "  9.13551815e-06 5.74715930e-05 9.13551815e-06 3.16509434e-03\n",
      "  6.64370118e+00]\n",
      " [1.49446338e+00 1.33261826e-03 1.56188806e-01 9.13551815e-06\n",
      "  3.41514994e+00 9.13551815e-06 5.17531398e-01 2.57122766e-01\n",
      "  1.49240751e-03]\n",
      " [2.31442792e-03 1.50530815e-02 2.11509439e-04 2.39925357e-04\n",
      "  9.13551815e-06 1.59452904e+01 8.81158919e-04 5.41683425e-05\n",
      "  9.13551815e-06]\n",
      " [1.27377592e-01 2.76002459e-03 3.18334230e-03 8.15088971e-05\n",
      "  4.55169779e-02 9.13551815e-06 8.38162527e-04 4.44764551e+00\n",
      "  3.63299480e-04]\n",
      " [2.00753915e-03 2.62060011e-01 1.83615288e-03 1.53493331e+01\n",
      "  2.28805603e-04 6.06858606e-05 9.13551815e-06 2.60531444e-05\n",
      "  9.08914055e-05]\n",
      " [7.76126181e-02 9.42922201e-04 7.03013622e+00 2.88562243e-03\n",
      "  4.56121059e-05 1.18565400e-02 1.55989275e-04 9.13551815e-06\n",
      "  1.00232965e-03]\n",
      " [3.00210160e-03 3.82383049e+00 1.44616046e-02 2.24366274e-01\n",
      "  1.60115815e-03 8.56662267e-04 1.04930467e-04 1.53005411e-03\n",
      "  9.13551815e-06]]\n",
      "73\n",
      "====================================================================================================\n",
      "Iteration number 73 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[8.22196633e-06 7.24945524e-04 4.38827074e-04 7.43608342e-05\n",
      "  2.04434666e+00 7.51279398e-05 2.77573297e+00 1.07446614e-03\n",
      "  8.22196633e-06]\n",
      " [1.34708677e+00 8.22196633e-06 3.30862024e-05 9.66915672e-04\n",
      "  5.11431651e-01 1.60863954e-04 2.53480102e+00 4.07587637e-03\n",
      "  8.14754764e-03]\n",
      " [6.45232125e-03 6.48154540e-05 8.22196633e-06 7.89630738e-05\n",
      "  8.22196633e-06 5.17244337e-05 8.22196633e-06 2.84858490e-03\n",
      "  6.64599773e+00]\n",
      " [1.54501704e+00 1.19935644e-03 1.40569925e-01 8.22196633e-06\n",
      "  3.40696828e+00 8.22196633e-06 4.65778258e-01 2.31410489e-01\n",
      "  1.34316676e-03]\n",
      " [2.08298513e-03 1.35477733e-02 1.90358495e-04 2.15932821e-04\n",
      "  8.22196633e-06 1.59507614e+01 7.93043027e-04 4.87515083e-05\n",
      "  8.22196633e-06]\n",
      " [1.14639833e-01 2.48402213e-03 2.86500807e-03 7.33580074e-05\n",
      "  4.09652801e-02 8.22196633e-06 7.54346274e-04 4.47346919e+00\n",
      "  3.26969532e-04]\n",
      " [1.80678523e-03 2.35854010e-01 1.65253759e-03 1.54143998e+01\n",
      "  2.05925043e-04 5.46172746e-05 8.22196633e-06 2.34478299e-05\n",
      "  8.18022649e-05]\n",
      " [6.98513563e-02 8.48629981e-04 7.05439533e+00 2.59706019e-03\n",
      "  4.10508953e-05 1.06708860e-02 1.40390348e-04 8.22196633e-06\n",
      "  9.02096689e-04]\n",
      " [2.70189144e-03 3.84144744e+00 1.30154441e-02 2.01929647e-01\n",
      "  1.44104234e-03 7.70996040e-04 9.44374204e-05 1.37704870e-03\n",
      "  8.22196633e-06]]\n",
      "74\n",
      "====================================================================================================\n",
      "Iteration number 74 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[7.39976970e-06 6.52450971e-04 3.94944367e-04 6.69247508e-05\n",
      "  1.96491200e+00 6.76151458e-05 2.85110085e+00 9.67019530e-04\n",
      "  7.39976970e-06]\n",
      " [1.36862809e+00 7.39976970e-06 2.97775821e-05 8.70224105e-04\n",
      "  5.43621819e-01 1.44777558e-04 2.44798759e+00 3.66828873e-03\n",
      "  7.33279288e-03]\n",
      " [5.80708913e-03 5.83339086e-05 7.39976970e-06 7.10667664e-05\n",
      "  7.39976970e-06 4.65519903e-05 7.39976970e-06 2.56372641e-03\n",
      "  6.64806462e+00]\n",
      " [1.49051534e+00 1.07942079e-03 1.26512933e-01 7.39976970e-06\n",
      "  3.48293812e+00 7.39976970e-06 4.19200432e-01 2.70769440e-01\n",
      "  1.20885008e-03]\n",
      " [1.87468661e-03 1.21929960e-02 1.71322646e-04 1.94339539e-04\n",
      "  7.39976970e-06 1.59556853e+01 7.13738724e-04 4.38763574e-05\n",
      "  7.39976970e-06]\n",
      " [1.35433914e-01 2.23561992e-03 2.57850726e-03 6.60222066e-05\n",
      "  3.68687521e-02 7.39976970e-06 6.78911647e-04 4.43788698e+00\n",
      "  2.94272579e-04]\n",
      " [1.62610671e-03 2.12268609e-01 1.48728383e-03 1.54729598e+01\n",
      "  1.85332538e-04 4.91555471e-05 7.39976970e-06 2.11030469e-05\n",
      "  7.36220384e-05]\n",
      " [6.28662207e-02 7.63766983e-04 7.07622852e+00 2.33735417e-03\n",
      "  3.69458058e-05 9.60379739e-03 1.26351313e-04 7.39976970e-06\n",
      "  8.11887020e-04]\n",
      " [2.43170230e-03 3.85730270e+00 1.17138997e-02 1.81736682e-01\n",
      "  1.29693811e-03 6.93896436e-04 8.49936783e-05 1.23934383e-03\n",
      "  7.39976970e-06]]\n",
      "75\n",
      "====================================================================================================\n",
      "Iteration number 75 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[6.65979273e-06 5.87205874e-04 3.55449930e-04 6.02322757e-05\n",
      "  2.08092080e+00 6.08536312e-05 2.74246136e+00 8.70317577e-04\n",
      "  6.65979273e-06]\n",
      " [1.32551528e+00 6.65979273e-06 2.67998239e-05 7.83201694e-04\n",
      "  4.89259638e-01 1.30299802e-04 2.61985549e+00 3.30145986e-03\n",
      "  6.59951359e-03]\n",
      " [5.22638021e-03 5.25005177e-05 6.65979273e-06 6.39600898e-05\n",
      "  6.65979273e-06 4.18967913e-05 6.65979273e-06 2.30735377e-03\n",
      "  6.64992483e+00]\n",
      " [1.59146380e+00 9.71478714e-04 1.13861640e-01 6.65979273e-06\n",
      "  3.38464431e+00 6.65979273e-06 3.77280389e-01 2.43692496e-01\n",
      "  1.08796508e-03]\n",
      " [1.68721795e-03 1.09736964e-02 1.54190381e-04 1.74905585e-04\n",
      "  6.65979273e-06 1.59601167e+01 6.42364852e-04 3.94887217e-05\n",
      "  6.65979273e-06]\n",
      " [1.21890523e-01 2.01205792e-03 2.32065653e-03 5.94199860e-05\n",
      "  3.31818769e-02 6.65979273e-06 6.11020482e-04 4.46468652e+00\n",
      "  2.64845321e-04]\n",
      " [1.46349604e-03 1.91041748e-01 1.33855545e-03 1.55256639e+01\n",
      "  1.66799284e-04 4.42399924e-05 6.65979273e-06 1.89927422e-05\n",
      "  6.62598346e-05]\n",
      " [5.65795986e-02 6.87390285e-04 7.09587840e+00 2.10361875e-03\n",
      "  3.32512252e-05 8.64341765e-03 1.13716182e-04 6.65979273e-06\n",
      "  7.30698318e-04]\n",
      " [2.18853207e-03 3.87157243e+00 1.05425097e-02 1.63563014e-01\n",
      "  1.16724429e-03 6.24506793e-04 7.64943105e-05 1.11540945e-03\n",
      "  6.65979273e-06]]\n",
      "76\n",
      "====================================================================================================\n",
      "Iteration number 76 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[5.99381346e-06 5.28485287e-04 3.19904937e-04 5.42090481e-05\n",
      "  2.24782872e+00 5.47682681e-05 2.58586228e+00 7.83285819e-04\n",
      "  5.99381346e-06]\n",
      " [1.25546375e+00 5.99381346e-06 2.41198415e-05 7.04881525e-04\n",
      "  4.40333674e-01 1.17269822e-04 2.85786994e+00 2.97131387e-03\n",
      "  5.93956223e-03]\n",
      " [4.70374219e-03 4.72504660e-05 5.99381346e-06 5.75640808e-05\n",
      "  5.99381346e-06 3.77071122e-05 5.99381346e-06 2.07661839e-03\n",
      "  6.65159901e+00]\n",
      " [1.73231742e+00 8.74330843e-04 1.02475476e-01 5.99381346e-06\n",
      "  3.21284655e+00 5.99381346e-06 3.39552350e-01 2.19323246e-01\n",
      "  9.79168568e-04]\n",
      " [1.51849616e-03 9.87632674e-03 1.38771343e-04 1.57415027e-04\n",
      "  5.99381346e-06 1.59641051e+01 5.78128367e-04 3.55398495e-05\n",
      "  5.99381346e-06]\n",
      " [1.09701470e-01 1.81085213e-03 2.08859088e-03 5.34779874e-05\n",
      "  2.98636892e-02 5.99381346e-06 5.49918434e-04 4.48880610e+00\n",
      "  2.38360789e-04]\n",
      " [1.31714643e-03 1.71937573e-01 1.20469991e-03 1.55730975e+01\n",
      "  1.50119356e-04 3.98159932e-05 5.99381346e-06 1.70934680e-05\n",
      "  5.96338511e-05]\n",
      " [5.09216387e-02 6.18651256e-04 7.11356329e+00 1.89325688e-03\n",
      "  2.99261027e-05 7.77907589e-03 1.02344563e-04 5.99381346e-06\n",
      "  6.57628486e-04]\n",
      " [1.96967886e-03 3.88441519e+00 9.48825875e-03 1.47206713e-01\n",
      "  1.05051987e-03 5.62056113e-04 6.88448794e-05 1.00386850e-03\n",
      "  5.99381346e-06]]\n",
      "77\n",
      "====================================================================================================\n",
      "Iteration number 77 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[5.39443211e-06 4.75636758e-04 2.87914443e-04 4.87881433e-05\n",
      "  2.33554585e+00 4.92914413e-05 2.50374664e+00 7.04957238e-04\n",
      "  5.39443211e-06]\n",
      " [1.22366738e+00 5.39443211e-06 2.17078574e-05 6.34393372e-04\n",
      "  3.96300306e-01 1.05542840e-04 2.98874962e+00 2.67418249e-03\n",
      "  5.34560601e-03]\n",
      " [4.23336797e-03 4.25254194e-05 5.39443211e-06 5.18076727e-05\n",
      "  5.39443211e-06 3.39364010e-05 5.39443211e-06 1.86895656e-03\n",
      "  6.65310578e+00]\n",
      " [1.80908568e+00 7.86897759e-04 9.22279280e-02 5.39443211e-06\n",
      "  3.14156189e+00 5.39443211e-06 3.05597115e-01 1.97390922e-01\n",
      "  8.81251712e-04]\n",
      " [1.36664654e-03 8.88869407e-03 1.24894209e-04 1.41673524e-04\n",
      "  5.39443211e-06 1.59676946e+01 5.20315530e-04 3.19858646e-05\n",
      "  5.39443211e-06]\n",
      " [9.87313234e-02 1.62976692e-03 1.87973179e-03 4.81301886e-05\n",
      "  2.68773203e-02 5.39443211e-06 4.94926591e-04 4.51051372e+00\n",
      "  2.14524710e-04]\n",
      " [1.18543179e-03 1.54743816e-01 1.08422992e-03 1.56157877e+01\n",
      "  1.35107420e-04 3.58343938e-05 5.39443211e-06 1.53841212e-05\n",
      "  5.36704660e-05]\n",
      " [4.58294749e-02 5.56786131e-04 7.12947968e+00 1.70393119e-03\n",
      "  2.69334924e-05 7.00116830e-03 9.21101071e-05 5.39443211e-06\n",
      "  5.91865638e-04]\n",
      " [1.77271097e-03 3.89597367e+00 8.53943287e-03 1.32486041e-01\n",
      "  9.45467879e-04 5.05850502e-04 6.19603915e-05 9.03481651e-04\n",
      "  5.39443211e-06]]\n",
      "78\n",
      "====================================================================================================\n",
      "Iteration number 78 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[4.85498890e-06 4.28073082e-04 2.59122999e-04 4.39093290e-05\n",
      "  2.22699126e+00 4.43622972e-05 2.60631315e+00 6.34461514e-04\n",
      "  4.85498890e-06]\n",
      " [1.28880064e+00 4.85498890e-06 1.95370716e-05 5.70954035e-04\n",
      "  3.56670276e-01 9.49885560e-05 2.85654132e+00 2.40676424e-03\n",
      "  4.81104541e-03]\n",
      " [3.81003118e-03 3.82728774e-05 4.85498890e-06 4.66269054e-05\n",
      "  4.85498890e-06 3.05427609e-05 4.85498890e-06 1.68206090e-03\n",
      "  6.65446187e+00]\n",
      " [1.72817711e+00 7.08207983e-04 8.30051352e-02 4.85498890e-06\n",
      "  3.32740570e+00 4.85498890e-06 2.75037404e-01 1.77651830e-01\n",
      "  7.93126540e-04]\n",
      " [1.22998189e-03 7.99982466e-03 1.12404788e-04 1.27506172e-04\n",
      "  4.85498890e-06 1.59709251e+01 4.68283977e-04 2.87872781e-05\n",
      "  4.85498890e-06]\n",
      " [8.88581911e-02 1.46679023e-03 1.69175861e-03 4.33171698e-05\n",
      "  2.41895883e-02 4.85498890e-06 4.45433931e-04 4.53005059e+00\n",
      "  1.93072239e-04]\n",
      " [1.06688861e-03 1.39269434e-01 9.75806924e-04 1.56542089e+01\n",
      "  1.21596678e-04 3.22509545e-05 4.85498890e-06 1.38457091e-05\n",
      "  4.83034194e-05]\n",
      " [4.12465274e-02 5.01107518e-04 7.14380444e+00 1.53353807e-03\n",
      "  2.42401432e-05 6.30105147e-03 8.28990964e-05 4.85498890e-06\n",
      "  5.32679074e-04]\n",
      " [1.59543988e-03 3.90637630e+00 7.68548958e-03 1.19237437e-01\n",
      "  8.50921091e-04 4.55265452e-04 5.57643523e-05 8.13133486e-04\n",
      "  4.85498890e-06]]\n",
      "79\n",
      "====================================================================================================\n",
      "Iteration number 79 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[4.36949001e-06 3.85265774e-04 2.33210699e-04 3.95183961e-05\n",
      "  2.25429213e+00 3.99260675e-05 2.58097595e+00 5.71015362e-04\n",
      "  4.36949001e-06]\n",
      " [1.28492058e+00 4.36949001e-06 1.75833645e-05 5.13858632e-04\n",
      "  3.21003248e-01 8.54897004e-05 2.90422052e+00 2.16608781e-03\n",
      "  4.32994087e-03]\n",
      " [3.42902806e-03 3.44455897e-05 4.36949001e-06 4.19642149e-05\n",
      "  4.36949001e-06 2.74884848e-05 4.36949001e-06 1.51385481e-03\n",
      "  6.65568235e+00]\n",
      " [1.75535940e+00 6.37387185e-04 7.47046217e-02 4.36949001e-06\n",
      "  3.32799846e+00 4.36949001e-06 2.47533663e-01 1.59886647e-01\n",
      "  7.13813886e-04]\n",
      " [1.10698370e-03 7.19984219e-03 1.01164309e-04 1.14755555e-04\n",
      "  4.36949001e-06 1.59738326e+01 4.21455579e-04 2.59085503e-05\n",
      "  4.36949001e-06]\n",
      " [7.99723719e-02 1.32011120e-03 1.52258275e-03 3.89854528e-05\n",
      "  2.17706294e-02 4.36949001e-06 4.00890538e-04 4.54763376e+00\n",
      "  1.73765015e-04]\n",
      " [9.60199750e-04 1.25342491e-01 8.78226231e-04 1.56887881e+01\n",
      "  1.09437011e-04 2.90258590e-05 4.36949001e-06 1.24611382e-05\n",
      "  4.34730775e-05]\n",
      " [3.71218746e-02 4.50996766e-04 7.15669673e+00 1.38018426e-03\n",
      "  2.18161288e-05 5.67094632e-03 7.46091868e-05 4.36949001e-06\n",
      "  4.79411167e-04]\n",
      " [1.43589589e-03 3.91573867e+00 6.91694063e-03 1.07313693e-01\n",
      "  7.65828982e-04 4.09738907e-04 5.01879171e-05 7.31820137e-04\n",
      "  4.36949001e-06]]\n",
      "80\n",
      "====================================================================================================\n",
      "Iteration number 80 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.93254101e-06 3.46739197e-04 2.09889629e-04 3.55665565e-05\n",
      "  2.27886292e+00 3.59334607e-05 2.55817248e+00 5.13913826e-04\n",
      "  3.93254101e-06]\n",
      " [1.28142852e+00 3.93254101e-06 1.58250280e-05 4.62472768e-04\n",
      "  2.88902923e-01 7.69407304e-05 2.94713180e+00 1.94947903e-03\n",
      "  3.89694678e-03]\n",
      " [3.08612525e-03 3.10010307e-05 3.93254101e-06 3.77677934e-05\n",
      "  3.93254101e-06 2.47396363e-05 3.93254101e-06 1.36246933e-03\n",
      "  6.65678078e+00]\n",
      " [1.77982346e+00 5.73648466e-04 6.72341595e-02 3.93254101e-06\n",
      "  3.32853195e+00 3.93254101e-06 2.22780297e-01 1.43897982e-01\n",
      "  6.42432498e-04]\n",
      " [9.96285328e-04 6.47985797e-03 9.10478781e-05 1.03279999e-04\n",
      "  3.93254101e-06 1.59764493e+01 3.79310021e-04 2.33176953e-05\n",
      "  3.93254101e-06]\n",
      " [7.19751348e-02 1.18810008e-03 1.37032448e-03 3.50869075e-05\n",
      "  1.95935665e-02 3.93254101e-06 3.60801484e-04 4.56345862e+00\n",
      "  1.56388514e-04]\n",
      " [8.64179775e-04 1.12808242e-01 7.90403608e-04 1.57199092e+01\n",
      "  9.84933095e-05 2.61232731e-05 3.93254101e-06 1.12150244e-05\n",
      "  3.91257697e-05]\n",
      " [3.34096872e-02 4.05897089e-04 7.16829978e+00 1.24216584e-03\n",
      "  1.96345160e-05 5.10385169e-03 6.71482681e-05 3.93254101e-06\n",
      "  4.31470050e-04]\n",
      " [1.29230630e-03 3.92416480e+00 6.22524656e-03 9.65823241e-02\n",
      "  6.89246083e-04 3.68765016e-04 4.51691254e-05 6.58638123e-04\n",
      "  3.93254101e-06]]\n",
      "81\n",
      "====================================================================================================\n",
      "Iteration number 81 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[3.53928691e-06 3.12065277e-04 1.88900666e-04 3.20099008e-05\n",
      "  2.17597663e+00 3.23401146e-05 2.65529641e+00 4.62522444e-04\n",
      "  3.53928691e-06]\n",
      " [1.34078567e+00 3.53928691e-06 1.42425252e-05 4.16225492e-04\n",
      "  2.60012631e-01 6.92466573e-05 2.81908529e+00 1.75453113e-03\n",
      "  3.50725210e-03]\n",
      " [2.77751273e-03 2.79009276e-05 3.53928691e-06 3.39910141e-05\n",
      "  3.53928691e-06 2.22656727e-05 3.53928691e-06 1.22622240e-03\n",
      "  6.65776937e+00]\n",
      " [1.70184111e+00 5.16283619e-04 6.05107436e-02 3.53928691e-06\n",
      "  3.49567876e+00 3.53928691e-06 2.00502267e-01 1.29508184e-01\n",
      "  5.78189248e-04]\n",
      " [8.96656795e-04 5.83187218e-03 8.19430903e-05 9.29519992e-05\n",
      "  3.53928691e-06 1.59788044e+01 3.41379019e-04 2.09859257e-05\n",
      "  3.53928691e-06]\n",
      " [6.47776213e-02 1.06929008e-03 1.23329203e-03 3.15782168e-05\n",
      "  1.76342098e-02 3.53928691e-06 3.24721336e-04 4.57770100e+00\n",
      "  1.40749662e-04]\n",
      " [7.77761798e-04 1.01527418e-01 7.11363247e-04 1.57479183e+01\n",
      "  8.86439785e-05 2.35109458e-05 3.53928691e-06 1.00935219e-05\n",
      "  3.52131928e-05]\n",
      " [3.00687185e-02 3.65307380e-04 7.17874253e+00 1.11794925e-03\n",
      "  1.76710644e-05 4.59346652e-03 6.04334413e-05 3.53928691e-06\n",
      "  3.88323045e-04]\n",
      " [1.16307567e-03 3.93174832e+00 5.60272191e-03 8.69240917e-02\n",
      "  6.20321475e-04 3.31888514e-04 4.06522129e-05 5.92774311e-04\n",
      "  3.53928691e-06]]\n",
      "82\n",
      "====================================================================================================\n",
      "Iteration number 82 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.18535822e-06 2.80858749e-04 1.70010600e-04 2.88089107e-05\n",
      "  2.39587897e+00 2.91061032e-05 2.44859029e+00 4.16270199e-04\n",
      "  3.18535822e-06]\n",
      " [1.26920710e+00 3.18535822e-06 1.28182727e-05 3.74602942e-04\n",
      "  2.34011368e-01 6.23219916e-05 3.03717676e+00 1.57907802e-03\n",
      "  3.15652689e-03]\n",
      " [2.49976145e-03 2.51108349e-05 3.18535822e-06 3.05919127e-05\n",
      "  3.18535822e-06 2.00391054e-05 3.18535822e-06 1.10360016e-03\n",
      "  6.65865910e+00]\n",
      " [1.83165700e+00 4.64655258e-04 5.44596692e-02 3.18535822e-06\n",
      "  3.22944421e+00 3.18535822e-06 3.80452041e-01 1.16557365e-01\n",
      "  5.20370323e-04]\n",
      " [8.06991116e-04 5.24868496e-03 7.37487813e-05 8.36567992e-05\n",
      "  3.18535822e-06 1.59809240e+01 3.07241117e-04 1.88873332e-05\n",
      "  3.18535822e-06]\n",
      " [5.82998591e-02 9.62361068e-04 1.10996283e-03 2.84203951e-05\n",
      "  1.58707889e-02 3.18535822e-06 2.92249202e-04 4.59051913e+00\n",
      "  1.26674696e-04]\n",
      " [6.99985618e-04 1.74708009e-01 6.40226923e-04 1.55731265e+01\n",
      "  7.97795807e-05 2.11598512e-05 3.18535822e-06 9.08416973e-06\n",
      "  3.16918735e-05]\n",
      " [2.70618466e-02 3.28776642e-04 7.18814100e+00 1.00615433e-03\n",
      "  1.59039579e-05 4.13411987e-03 5.43900971e-05 3.18535822e-06\n",
      "  3.49490740e-04]\n",
      " [1.04676810e-03 3.88857349e+00 5.04244972e-03 1.49660254e-01\n",
      "  5.58289328e-04 2.98699663e-04 3.65869916e-05 5.33496880e-04\n",
      "  3.18535822e-06]]\n",
      "83\n",
      "====================================================================================================\n",
      "Iteration number 83 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.86682240e-06 2.52772874e-04 1.53009540e-04 2.59280197e-05\n",
      "  2.34379107e+00 2.61954929e-05 2.49784891e+00 3.74643179e-04\n",
      "  2.86682240e-06]\n",
      " [1.32978639e+00 2.86682240e-06 1.15364454e-05 3.37142648e-04\n",
      "  2.10610231e-01 5.60897924e-05 2.90012575e+00 1.42117021e-03\n",
      "  2.84087420e-03]\n",
      " [2.24978531e-03 2.25997514e-05 2.86682240e-06 2.75327214e-05\n",
      "  2.86682240e-06 1.80351949e-05 2.86682240e-06 9.93240141e-04\n",
      "  6.65945985e+00]\n",
      " [1.74849130e+00 4.18189732e-04 4.90137023e-02 2.86682240e-06\n",
      "  3.32316646e+00 2.86682240e-06 5.42406836e-01 1.04901629e-01\n",
      "  4.68333291e-04]\n",
      " [7.26292004e-04 4.72381646e-03 6.63739031e-05 7.52911193e-05\n",
      "  2.86682240e-06 1.59828316e+01 2.76517006e-04 1.69985999e-05\n",
      "  2.86682240e-06]\n",
      " [5.24698732e-02 8.66124961e-04 9.98966543e-04 2.55783556e-05\n",
      "  1.42837100e-02 2.86682240e-06 2.63024282e-04 4.60205545e+00\n",
      "  1.14007226e-04]\n",
      " [6.29987056e-04 2.40570542e-01 5.76204230e-04 1.54158138e+01\n",
      "  7.18016226e-05 1.90438661e-05 2.86682240e-06 8.17575276e-06\n",
      "  2.85226861e-05]\n",
      " [2.43556620e-02 2.95898978e-04 7.19659963e+00 9.05538896e-04\n",
      "  1.43135621e-05 3.72070788e-03 4.89510874e-05 2.86682240e-06\n",
      "  3.14541666e-04]\n",
      " [9.42091293e-04 3.84971614e+00 4.53820474e-03 2.06122800e-01\n",
      "  5.02460395e-04 2.68829697e-04 3.29282924e-05 4.80147192e-04\n",
      "  2.86682240e-06]]\n",
      "84\n",
      "====================================================================================================\n",
      "Iteration number 84 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.58014016e-06 2.27495587e-04 1.37708586e-04 2.33352177e-05\n",
      "  2.35941196e+00 2.35759436e-05 2.48335814e+00 3.37178861e-04\n",
      "  2.58014016e-06]\n",
      " [1.32180775e+00 2.58014016e-06 1.03828009e-05 3.03428383e-04\n",
      "  1.89549208e-01 5.04808132e-05 2.94344651e+00 1.27905319e-03\n",
      "  2.55678678e-03]\n",
      " [2.02480678e-03 2.03397763e-05 2.58014016e-06 2.47794493e-05\n",
      "  2.58014016e-06 1.62316754e-05 2.58014016e-06 8.93916127e-04\n",
      "  6.66018053e+00]\n",
      " [1.77364217e+00 3.76370759e-04 4.41123321e-02 2.58014016e-06\n",
      "  3.32418315e+00 2.58014016e-06 4.88166153e-01 9.44114660e-02\n",
      "  4.21499962e-04]\n",
      " [6.53662804e-04 4.25143482e-03 5.97365128e-05 6.77620074e-05\n",
      "  2.58014016e-06 1.59845484e+01 2.48865305e-04 1.52987399e-05\n",
      "  2.58014016e-06]\n",
      " [4.72228859e-02 7.79512465e-04 8.99069889e-04 2.30205200e-05\n",
      "  1.28553390e-02 2.58014016e-06 2.36721854e-04 4.61243814e+00\n",
      "  1.02606504e-04]\n",
      " [5.66988350e-04 2.16513487e-01 5.18583807e-04 1.54742325e+01\n",
      "  6.46214604e-05 1.71394795e-05 2.58014016e-06 7.35817748e-06\n",
      "  2.56704175e-05]\n",
      " [2.19200958e-02 2.66309080e-04 7.20421240e+00 8.14985006e-04\n",
      "  1.28822059e-05 3.34863709e-03 4.40559787e-05 2.58014016e-06\n",
      "  2.83087500e-04]\n",
      " [8.47882163e-04 3.86474453e+00 4.08438427e-03 1.85510520e-01\n",
      "  4.52214355e-04 2.41946727e-04 2.96354632e-05 4.32132473e-04\n",
      "  2.58014016e-06]]\n",
      "85\n",
      "====================================================================================================\n",
      "Iteration number 85 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.32212614e-06 2.04746028e-04 1.23937727e-04 2.10016959e-05\n",
      "  2.37347077e+00 2.12183492e-05 2.47031644e+00 3.03460975e-04\n",
      "  2.32212614e-06]\n",
      " [1.31462698e+00 2.32212614e-06 9.34452080e-06 2.73085545e-04\n",
      "  1.70594287e-01 4.54327319e-05 2.98243519e+00 1.15114787e-03\n",
      "  2.30110810e-03]\n",
      " [1.82232610e-03 1.83057986e-05 2.32212614e-06 2.23015043e-05\n",
      "  2.32212614e-06 1.46085078e-05 2.32212614e-06 8.04524514e-04\n",
      "  6.66082915e+00]\n",
      " [1.79627796e+00 3.38733683e-04 3.97010989e-02 2.32212614e-06\n",
      "  3.32509817e+00 2.32212614e-06 4.39349538e-01 8.49703194e-02\n",
      "  3.79349966e-04]\n",
      " [5.88296524e-04 3.82629134e-03 5.37628615e-05 6.09858067e-05\n",
      "  2.32212614e-06 1.59860936e+01 2.23978775e-04 1.37688659e-05\n",
      "  2.32212614e-06]\n",
      " [4.25005973e-02 7.01561218e-04 8.09162900e-04 2.07184680e-05\n",
      "  1.15698051e-02 2.32212614e-06 2.13049669e-04 4.62178256e+00\n",
      "  9.23458534e-05]\n",
      " [5.10289515e-04 1.94862139e-01 4.66725427e-04 1.55268092e+01\n",
      "  5.81593143e-05 1.54255315e-05 2.32212614e-06 6.62235973e-06\n",
      "  2.31033758e-05]\n",
      " [1.97280862e-02 2.39678172e-04 7.21106388e+00 7.33486506e-04\n",
      "  1.15939853e-05 3.01377338e-03 3.96503808e-05 2.32212614e-06\n",
      "  2.54778750e-04]\n",
      " [7.63093947e-04 3.87827007e+00 3.67594584e-03 1.66959468e-01\n",
      "  4.06992920e-04 2.17752054e-04 2.66719169e-05 3.88919225e-04\n",
      "  2.32212614e-06]]\n",
      "86\n",
      "====================================================================================================\n",
      "Iteration number 86 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.08991353e-06 1.84271425e-04 1.11543954e-04 1.89015263e-05\n",
      "  2.38612369e+00 1.90965143e-05 2.45857892e+00 2.73114878e-04\n",
      "  2.08991353e-06]\n",
      " [1.30816428e+00 2.08991353e-06 8.41006872e-06 2.45776991e-04\n",
      "  2.36868192e-01 4.08894587e-05 2.93419167e+00 1.03603309e-03\n",
      "  2.07099729e-03]\n",
      " [1.64009349e-03 1.64752188e-05 2.08991353e-06 2.00713539e-05\n",
      "  2.08991353e-06 1.31476571e-05 2.08991353e-06 7.24072063e-04\n",
      "  6.66141290e+00]\n",
      " [1.76665016e+00 3.04860314e-04 1.02397656e-01 2.08991353e-06\n",
      "  3.24258835e+00 2.08991353e-06 5.95414584e-01 7.64732875e-02\n",
      "  3.41414969e-04]\n",
      " [5.29466871e-04 3.44366220e-03 4.83865754e-05 5.48872260e-05\n",
      "  2.08991353e-06 1.59874842e+01 2.01580897e-04 1.23919793e-05\n",
      "  2.08991353e-06]\n",
      " [3.82505376e-02 6.31405096e-04 7.28246610e-04 1.86466212e-05\n",
      "  1.04128246e-02 2.08991353e-06 1.91744702e-04 4.63019254e+00\n",
      "  8.31112681e-05]\n",
      " [4.59260564e-04 2.58709258e-01 4.20052884e-04 1.53741283e+01\n",
      "  5.23433829e-05 1.38829784e-05 2.08991353e-06 5.96012376e-06\n",
      "  2.07930382e-05]\n",
      " [5.10886109e-02 2.15710355e-04 7.12632113e+00 6.60137855e-04\n",
      "  1.04345868e-05 2.71239605e-03 3.56853427e-05 2.08991353e-06\n",
      "  2.29300875e-04]\n",
      " [6.86784552e-04 3.84044307e+00 3.30835126e-03 2.21692093e-01\n",
      "  3.66293628e-04 1.95976849e-04 2.40047252e-05 3.50027303e-04\n",
      "  2.08991353e-06]]\n",
      "87\n",
      "====================================================================================================\n",
      "Iteration number 87 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "129 [1, 7, 4, 8, 3, 9, 2, 5, 6]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.88092217e-06 1.65844283e-04 1.00389559e-04 1.70113737e-05\n",
      "  2.39751132e+00 1.71868629e-05 2.44801514e+00 2.45803390e-04\n",
      "  1.88092217e-06]\n",
      " [1.27109785e+00 1.88092217e-06 7.56906185e-06 2.21199291e-04\n",
      "  3.79848039e-01 3.68005128e-05 2.89077251e+00 9.32429777e-04\n",
      "  1.86389756e-03]\n",
      " [1.47608414e-03 1.48276969e-05 1.88092217e-06 1.80642185e-05\n",
      "  1.88092217e-06 1.18328913e-05 1.88092217e-06 6.51664856e-04\n",
      "  6.66193828e+00]\n",
      " [1.73998514e+00 2.74374283e-04 9.21578901e-02 1.88092217e-06\n",
      "  3.08499618e+00 1.88092217e-06 7.35873125e-01 1.93825959e-01\n",
      "  3.07273472e-04]\n",
      " [4.76520184e-04 3.09929598e-03 4.35479178e-05 4.93985034e-05\n",
      "  1.88092217e-06 1.59887358e+01 1.81422807e-04 1.11527814e-05\n",
      "  1.88092217e-06]\n",
      " [9.89416129e-02 5.68264587e-04 6.55421949e-04 1.67819591e-05\n",
      "  9.37154211e-03 1.88092217e-06 1.72570232e-04 4.52011447e+00\n",
      "  7.48001413e-05]\n",
      " [4.13334508e-04 3.16171666e-01 3.78047596e-04 1.52367155e+01\n",
      "  4.71090446e-05 1.24946805e-05 1.88092217e-06 5.36411139e-06\n",
      "  1.87137344e-05]\n",
      " [4.59797498e-02 1.94139320e-04 7.14096175e+00 5.94124070e-04\n",
      "  9.39112812e-06 2.44115644e-03 3.21168085e-05 1.88092217e-06\n",
      "  2.06370787e-04]\n",
      " [6.18106097e-04 3.80639876e+00 2.97751613e-03 2.70951455e-01\n",
      "  3.29664265e-04 1.76379164e-04 2.16042527e-05 3.15024573e-04\n",
      "  1.88092217e-06]]\n",
      "88\n",
      "====================================================================================================\n",
      "Iteration number 88 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.69282996e-06 1.49259855e-04 9.03506030e-05 1.53102363e-05\n",
      "  2.47026019e+00 1.54681766e-05 2.37968422e+00 2.21223051e-04\n",
      "  1.69282996e-06]\n",
      " [1.23773807e+00 1.69282996e-06 6.81215566e-06 1.99079362e-04\n",
      "  4.25196569e-01 3.31204615e-05 2.93502859e+00 8.39186800e-04\n",
      "  1.67750781e-03]\n",
      " [1.32847573e-03 1.33449272e-05 1.69282996e-06 1.62577967e-05\n",
      "  1.69282996e-06 1.06496022e-05 1.69282996e-06 5.86498371e-04\n",
      "  6.66241112e+00]\n",
      " [1.76598663e+00 2.46936855e-04 1.49608768e-01 1.69282996e-06\n",
      "  2.94316323e+00 1.69282996e-06 8.62285813e-01 1.74443363e-01\n",
      "  2.76546125e-04]\n",
      " [4.28868166e-04 2.78936638e-03 3.91931261e-05 4.44586530e-05\n",
      "  1.69282996e-06 1.59898622e+01 1.63280527e-04 1.00375032e-05\n",
      "  1.69282996e-06]\n",
      " [8.90474516e-02 5.11438128e-04 5.89879754e-04 1.51037632e-05\n",
      "  8.43438790e-03 1.69282996e-06 1.55313208e-04 4.53869125e+00\n",
      "  6.73201271e-05]\n",
      " [3.72001057e-04 3.67887832e-01 3.40242836e-04 1.51130439e+01\n",
      "  4.23981401e-05 1.12452125e-05 1.69282996e-06 4.82770025e-06\n",
      "  1.68423609e-05]\n",
      " [7.47151082e-02 1.74725388e-04 7.06322921e+00 5.34711663e-04\n",
      "  8.45201531e-06 2.19704080e-03 2.89051276e-05 1.69282996e-06\n",
      "  1.85733709e-04]\n",
      " [5.56295487e-04 3.77575888e+00 2.67976452e-03 3.15284881e-01\n",
      "  2.96697839e-04 1.58741248e-04 1.94438274e-05 2.83522115e-04\n",
      "  1.69282996e-06]]\n",
      "89\n",
      "====================================================================================================\n",
      "Iteration number 89 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.52354696e-06 1.34333869e-04 8.13155427e-05 1.37792127e-05\n",
      "  2.53573417e+00 1.39213589e-05 2.31818638e+00 1.99100746e-04\n",
      "  1.52354696e-06]\n",
      " [1.20771426e+00 1.52354696e-06 6.13094010e-06 1.79171426e-04\n",
      "  3.82676912e-01 2.98084154e-05 3.05819240e+00 7.55268120e-04\n",
      "  1.50975703e-03]\n",
      " [1.19562815e-03 1.20104345e-05 1.52354696e-06 1.46320170e-05\n",
      "  1.52354696e-06 9.58464199e-06 1.52354696e-06 5.27848534e-04\n",
      "  6.66283667e+00]\n",
      " [1.83938797e+00 2.22243169e-04 1.34647891e-01 1.52354696e-06\n",
      "  2.89884691e+00 1.52354696e-06 7.76057232e-01 1.56999027e-01\n",
      "  2.48891512e-04]\n",
      " [3.85981349e-04 2.51042975e-03 3.52738135e-05 4.00127877e-05\n",
      "  1.52354696e-06 1.59908760e+01 1.46952474e-04 9.03375290e-06\n",
      "  1.52354696e-06]\n",
      " [8.01427064e-02 4.60294315e-04 5.30891779e-04 1.35933869e-05\n",
      "  7.59094911e-03 1.52354696e-06 1.39781888e-04 4.55541036e+00\n",
      "  6.05881144e-05]\n",
      " [3.34800951e-04 3.31099049e-01 3.06218552e-04 1.52017395e+01\n",
      "  3.81583261e-05 1.01206912e-05 1.52354696e-06 4.34493022e-06\n",
      "  1.51581248e-05]\n",
      " [6.72435973e-02 1.57252849e-04 7.08417901e+00 4.81240496e-04\n",
      "  7.60681377e-06 1.97733672e-03 2.60146149e-05 1.52354696e-06\n",
      "  1.67160338e-04]\n",
      " [5.00665939e-04 3.79818300e+00 2.41178807e-03 2.83756393e-01\n",
      "  2.67028055e-04 1.42867123e-04 1.74994447e-05 2.55169904e-04\n",
      "  1.52354696e-06]]\n",
      "90\n",
      "====================================================================================================\n",
      "Iteration number 90 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.37119226e-06 1.20900482e-04 7.31839885e-05 1.24012914e-05\n",
      "  2.46966075e+00 1.25292230e-05 2.38048539e+00 1.79190671e-04\n",
      "  1.37119226e-06]\n",
      " [1.24319283e+00 1.37119226e-06 5.51784609e-06 1.61254283e-04\n",
      "  3.44409221e-01 2.68275738e-05 3.00237316e+00 6.79741308e-04\n",
      "  1.35878132e-03]\n",
      " [1.07606534e-03 1.08093910e-05 1.37119226e-06 1.31688153e-05\n",
      "  1.37119226e-06 8.62617779e-06 1.37119226e-06 4.75063680e-04\n",
      "  6.66321967e+00]\n",
      " [1.80544917e+00 2.00018852e-04 1.21183102e-01 1.37119226e-06\n",
      "  3.02562888e+00 1.37119226e-06 6.98451508e-01 1.41299124e-01\n",
      "  2.24002361e-04]\n",
      " [3.47383214e-04 2.25938677e-03 3.17464321e-05 3.60115090e-05\n",
      "  1.37119226e-06 1.59917884e+01 1.32257227e-04 8.13037761e-06\n",
      "  1.37119226e-06]\n",
      " [7.21284358e-02 4.14264884e-04 4.77802601e-04 1.22340482e-05\n",
      "  6.83185420e-03 1.37119226e-06 1.25803699e-04 4.57045756e+00\n",
      "  5.45293030e-05]\n",
      " [3.01320856e-04 2.97989144e-01 2.75596697e-04 1.52815656e+01\n",
      "  3.43424935e-05 9.10862212e-06 1.37119226e-06 3.91043720e-06\n",
      "  1.36423124e-05]\n",
      " [6.05192376e-02 1.41527564e-04 7.10303384e+00 4.33116447e-04\n",
      "  6.84613240e-06 1.77960305e-03 2.34131534e-05 1.37119226e-06\n",
      "  1.50444304e-04]\n",
      " [4.50599345e-04 3.81836470e+00 2.17060926e-03 2.55380753e-01\n",
      "  2.40325249e-04 1.28580411e-04 1.57495002e-05 2.29652913e-04\n",
      "  1.37119226e-06]]\n",
      "91\n",
      "====================================================================================================\n",
      "Iteration number 91 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.23407304e-06 1.08810434e-04 6.58655896e-05 1.11611623e-05\n",
      "  2.53519468e+00 1.12763007e-05 2.31890744e+00 1.61271604e-04\n",
      "  1.23407304e-06]\n",
      " [1.21262355e+00 1.23407304e-06 4.96606148e-06 1.45128855e-04\n",
      "  3.09968299e-01 2.41448165e-05 3.11880251e+00 6.11767177e-04\n",
      "  1.22290319e-03]\n",
      " [9.68458805e-04 9.72845193e-06 1.23407304e-06 1.18519338e-05\n",
      "  1.23407304e-06 7.76356001e-06 1.23407304e-06 4.27557312e-04\n",
      "  6.66356437e+00]\n",
      " [1.87490425e+00 1.80016967e-04 1.09064792e-01 1.23407304e-06\n",
      "  2.97306599e+00 1.23407304e-06 6.28606358e-01 1.27169212e-01\n",
      "  2.01602125e-04]\n",
      " [3.12644893e-04 2.03344809e-03 2.85717889e-05 3.24103581e-05\n",
      "  1.23407304e-06 1.59926096e+01 1.19031504e-04 7.31733985e-06\n",
      "  1.23407304e-06]\n",
      " [6.49155922e-02 3.72838395e-04 4.30022341e-04 1.10106434e-05\n",
      "  6.14866878e-03 1.23407304e-06 1.13223329e-04 4.58400004e+00\n",
      "  4.90763727e-05]\n",
      " [2.71188770e-04 2.68190230e-01 2.48037027e-04 1.53534090e+01\n",
      "  3.09082442e-05 8.19775991e-06 1.23407304e-06 3.51939348e-06\n",
      "  1.22780811e-05]\n",
      " [5.44673138e-02 1.27374808e-04 7.12000318e+00 3.89804802e-04\n",
      "  6.16151916e-06 1.60164274e-03 2.10718380e-05 1.23407304e-06\n",
      "  1.35399874e-04]\n",
      " [4.05539410e-04 3.83652823e+00 1.95354833e-03 2.29842678e-01\n",
      "  2.16292724e-04 1.15722370e-04 1.41745502e-05 2.06687622e-04\n",
      "  1.23407304e-06]]\n",
      "92\n",
      "====================================================================================================\n",
      "Iteration number 92 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.11066573e-06 9.79293906e-05 5.92790307e-05 1.00450461e-05\n",
      "  2.65667521e+00 1.01486707e-05 2.20466376e+00 1.45144444e-04\n",
      "  1.11066573e-06]\n",
      " [1.15386120e+00 1.11066573e-06 4.46945533e-06 1.30615970e-04\n",
      "  3.62304802e-01 2.17303348e-05 3.22358892e+00 5.50590459e-04\n",
      "  1.10061287e-03]\n",
      " [8.71612925e-04 8.75560673e-06 1.11066573e-06 1.06667404e-05\n",
      "  1.11066573e-06 6.98720401e-06 1.11066573e-06 3.84801581e-04\n",
      "  6.66387460e+00]\n",
      " [1.93741383e+00 1.62015270e-04 1.64824979e-01 1.11066573e-06\n",
      "  2.75909273e+00 1.11066573e-06 7.65745722e-01 1.14452290e-01\n",
      "  1.81441913e-04]\n",
      " [2.81380403e-04 1.83010328e-03 2.57146100e-05 2.91693223e-05\n",
      "  1.11066573e-06 1.59933486e+01 1.07128354e-04 6.58560587e-06\n",
      "  1.11066573e-06]\n",
      " [5.84240330e-02 3.35554556e-04 3.87020107e-04 9.90957903e-06\n",
      "  5.53380190e-03 1.11066573e-06 1.01900996e-04 4.59618827e+00\n",
      "  4.41687354e-05]\n",
      " [2.44069893e-04 3.24704540e-01 2.23233325e-04 1.52180681e+01\n",
      "  2.78174197e-05 7.37798391e-06 1.11066573e-06 3.16745413e-06\n",
      "  1.10502730e-05]\n",
      " [8.23539158e-02 1.14637327e-04 7.04436650e+00 3.50824322e-04\n",
      "  5.54536724e-06 1.44147847e-03 1.89646542e-05 1.11066573e-06\n",
      "  1.21859886e-04]\n",
      " [3.64985469e-04 3.80287540e+00 1.75819350e-03 2.78286982e-01\n",
      "  1.94663452e-04 1.04150133e-04 1.27570951e-05 1.86018860e-04\n",
      "  1.11066573e-06]]\n",
      "93\n",
      "====================================================================================================\n",
      "Iteration number 93 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[9.99599161e-07 8.81364515e-05 5.33511276e-05 9.04054145e-06\n",
      "  2.76600769e+00 9.13380359e-06 2.10184444e+00 1.30629999e-04\n",
      "  9.99599161e-07]\n",
      " [1.10097508e+00 9.99599161e-07 4.02250980e-06 1.17554373e-04\n",
      "  3.26074322e-01 1.95573013e-05 3.40123003e+00 4.95531413e-04\n",
      "  9.90551585e-04]\n",
      " [7.84451632e-04 7.88004606e-06 9.99599161e-07 9.60006635e-06\n",
      "  9.99599161e-07 6.28848361e-06 9.99599161e-07 3.46321423e-04\n",
      "  6.66415381e+00]\n",
      " [2.04367244e+00 1.45813743e-04 1.48342481e-01 9.99599161e-07\n",
      "  2.64985012e+00 9.99599161e-07 6.89171150e-01 1.03007061e-01\n",
      "  1.63297721e-04]\n",
      " [2.53242363e-04 1.64709296e-03 2.31431490e-05 2.62523900e-05\n",
      "  9.99599161e-07 1.59940137e+01 9.64155182e-05 5.92704528e-06\n",
      "  9.99599161e-07]\n",
      " [5.25816297e-02 3.01999100e-04 3.48318096e-04 8.91862112e-06\n",
      "  4.98042171e-03 9.99599161e-07 9.17108964e-05 4.60715768e+00\n",
      "  3.97518619e-05]\n",
      " [2.19662904e-04 2.92234086e-01 2.00909992e-04 1.52962613e+01\n",
      "  2.50356778e-05 6.64018552e-06 9.99599161e-07 2.85070872e-06\n",
      "  9.94524571e-06]\n",
      " [7.41185242e-02 1.03173594e-04 7.06720258e+00 3.15741890e-04\n",
      "  4.99083052e-06 1.29733062e-03 1.70681888e-05 9.99599161e-07\n",
      "  1.09673898e-04]\n",
      " [3.28486922e-04 3.82258786e+00 1.58237415e-03 2.50458284e-01\n",
      "  1.75197107e-04 9.37351193e-05 1.14813856e-05 1.67416974e-04\n",
      "  9.99599161e-07]]\n",
      "94\n",
      "====================================================================================================\n",
      "Iteration number 94 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[8.99639245e-07 7.93228064e-05 4.80160148e-05 8.13648731e-06\n",
      "  2.92690692e+00 8.22042323e-06 1.95048352e+00 1.17566999e-04\n",
      "  8.99639245e-07]\n",
      " [1.05337757e+00 8.99639245e-07 3.62025882e-06 1.05798935e-04\n",
      "  2.93466890e-01 1.76015712e-05 3.56110703e+00 4.45978272e-04\n",
      "  8.91496427e-04]\n",
      " [7.06006469e-04 7.09204146e-06 8.99639245e-07 8.64005971e-06\n",
      "  8.99639245e-07 5.65963525e-06 8.99639245e-07 3.11689281e-04\n",
      "  6.66440509e+00]\n",
      " [2.13930520e+00 1.31232369e-04 1.33508233e-01 8.99639245e-07\n",
      "  2.46819844e+00 8.99639245e-07 8.20254035e-01 9.27063552e-02\n",
      "  1.46967949e-04]\n",
      " [2.27918127e-04 1.48238366e-03 2.08288341e-05 2.36271510e-05\n",
      "  8.99639245e-07 1.59946124e+01 8.67739663e-05 5.33434075e-06\n",
      "  8.99639245e-07]\n",
      " [4.73234667e-02 2.71799190e-04 3.13486286e-04 8.02675901e-06\n",
      "  4.48237954e-03 8.99639245e-07 8.25398068e-05 4.61703015e+00\n",
      "  3.57766757e-05]\n",
      " [1.97696614e-04 3.46344011e-01 1.80818993e-04 1.51666352e+01\n",
      "  2.25321100e-05 5.97616697e-06 8.99639245e-07 2.56563785e-06\n",
      "  8.95072114e-06]\n",
      " [6.67066718e-02 9.28562347e-05 7.08775505e+00 2.84167701e-04\n",
      "  4.49174747e-06 1.16759756e-03 1.53613699e-05 8.99639245e-07\n",
      "  9.87065078e-05]\n",
      " [2.95638230e-04 3.79032908e+00 1.42413674e-03 2.96841027e-01\n",
      "  1.57677396e-04 8.43616074e-05 1.03332471e-05 1.50675276e-04\n",
      "  8.99639245e-07]]\n",
      "95\n",
      "====================================================================================================\n",
      "Iteration number 95 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[8.09675320e-07 7.13905257e-05 4.32144133e-05 7.32283858e-06\n",
      "  2.94671623e+00 7.39838091e-06 1.93190576e+00 1.05810299e-04\n",
      "  8.09675320e-07]\n",
      " [1.04178981e+00 8.09675320e-07 3.25823294e-06 9.52190419e-05\n",
      "  2.64120201e-01 1.58414141e-05 3.62166299e+00 4.01380445e-04\n",
      "  8.02346784e-04]\n",
      " [6.35405822e-04 6.38283731e-06 8.09675320e-07 7.77605374e-06\n",
      "  8.09675320e-07 5.09367172e-06 8.09675320e-07 2.80520353e-04\n",
      "  6.66463125e+00]\n",
      " [2.17537468e+00 1.18109132e-04 1.20157410e-01 8.09675320e-07\n",
      "  2.47137860e+00 8.09675320e-07 7.38228631e-01 8.34357197e-02\n",
      "  1.32271154e-04]\n",
      " [2.05126314e-04 1.33414529e-03 1.87459507e-05 2.12644359e-05\n",
      "  8.09675320e-07 1.59951511e+01 7.80965697e-05 4.80090668e-06\n",
      "  8.09675320e-07]\n",
      " [4.25911200e-02 2.44619271e-04 2.82137658e-04 7.22408311e-06\n",
      "  4.03414158e-03 8.09675320e-07 7.42858261e-05 4.62591537e+00\n",
      "  3.21990081e-05]\n",
      " [1.77926952e-04 3.11709610e-01 1.62737094e-04 1.52499717e+01\n",
      "  2.02788990e-05 5.37855027e-06 8.09675320e-07 2.30907406e-06\n",
      "  8.05564902e-06]\n",
      " [6.00360046e-02 8.35706112e-05 7.10625227e+00 2.55750931e-04\n",
      "  4.04257272e-06 1.05083780e-03 1.38252329e-05 8.09675320e-07\n",
      "  8.88358570e-05]\n",
      " [2.66074407e-04 3.81129617e+00 1.28172306e-03 2.67156924e-01\n",
      "  1.41909656e-04 7.59254466e-05 9.29992236e-06 1.35607749e-04\n",
      "  8.09675320e-07]]\n",
      "96\n",
      "====================================================================================================\n",
      "Iteration number 96 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[7.28707788e-07 6.42514732e-05 3.88929720e-05 6.59055472e-06\n",
      "  2.96454461e+00 6.65854281e-06 1.91518577e+00 9.52292695e-05\n",
      "  7.28707788e-07]\n",
      " [1.03136083e+00 7.28707788e-07 2.93240964e-06 8.56971377e-05\n",
      "  2.37708181e-01 1.42572727e-05 3.67616336e+00 3.61242400e-04\n",
      "  7.22112106e-04]\n",
      " [5.71865240e-04 5.74455358e-06 7.28707788e-07 6.99844837e-06\n",
      "  7.28707788e-07 4.58430455e-06 7.28707788e-07 2.52468317e-04\n",
      "  6.66483479e+00]\n",
      " [2.20783721e+00 1.06298219e-04 1.08141669e-01 7.28707788e-07\n",
      "  2.47424074e+00 7.28707788e-07 6.64405768e-01 7.50921477e-02\n",
      "  1.19044039e-04]\n",
      " [1.84613683e-04 1.20073076e-03 1.68713556e-05 1.91379923e-05\n",
      "  7.28707788e-07 1.59956360e+01 7.02869127e-05 4.32081601e-06\n",
      "  7.28707788e-07]\n",
      " [3.83320080e-02 2.20157344e-04 2.53923892e-04 6.50167480e-06\n",
      "  3.63072743e-03 7.28707788e-07 6.68572435e-05 4.63391207e+00\n",
      "  2.89791073e-05]\n",
      " [1.60134257e-04 2.80538649e-01 1.46463384e-04 1.53249745e+01\n",
      "  1.82510091e-05 4.84069525e-06 7.28707788e-07 2.07816666e-06\n",
      "  7.25008412e-06]\n",
      " [5.40324042e-02 7.52135501e-05 7.12289977e+00 2.30175838e-04\n",
      "  3.63831545e-06 9.45754022e-04 1.24427096e-05 7.28707788e-07\n",
      "  7.99522713e-05]\n",
      " [2.39466966e-04 3.83016655e+00 1.15355076e-03 2.40441232e-01\n",
      "  1.27718691e-04 6.83329020e-05 8.36993013e-06 1.22046974e-04\n",
      "  7.28707788e-07]]\n",
      "97\n",
      "====================================================================================================\n",
      "Iteration number 97 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[6.55837010e-07 5.78263259e-05 3.50036748e-05 5.93149925e-06\n",
      "  3.04309014e+00 5.99268853e-06 1.84131425e+00 8.57063426e-05\n",
      "  6.55837010e-07]\n",
      " [1.02197475e+00 6.55837010e-07 2.63916868e-06 7.71274239e-05\n",
      "  2.13937363e-01 1.28315454e-05 3.72521369e+00 3.25118160e-04\n",
      "  6.49900895e-04]\n",
      " [5.14678716e-04 5.17009822e-06 6.55837010e-07 6.29860353e-06\n",
      "  6.55837010e-07 4.12587410e-06 6.55837010e-07 2.27221486e-04\n",
      "  6.66501798e+00]\n",
      " [2.23705349e+00 9.56683970e-05 9.73275020e-02 6.55837010e-07\n",
      "  2.39348333e+00 6.55837010e-07 7.97965191e-01 6.75829329e-02\n",
      "  1.07139635e-04]\n",
      " [1.66152314e-04 1.08065769e-03 1.51842201e-05 1.72241931e-05\n",
      "  6.55837010e-07 1.59960724e+01 6.32582215e-05 3.88873441e-06\n",
      "  6.55837010e-07]\n",
      " [3.44988072e-02 1.98141610e-04 2.28531503e-04 5.85150732e-06\n",
      "  3.26765468e-03 6.55837010e-07 6.01715191e-05 4.64110910e+00\n",
      "  2.60811966e-05]\n",
      " [1.44120831e-04 3.35818117e-01 1.31817046e-04 1.51924770e+01\n",
      "  1.64259082e-05 4.35662572e-06 6.55837010e-07 1.87034999e-06\n",
      "  6.52507571e-06]\n",
      " [4.86291637e-02 6.76921951e-05 7.13788252e+00 2.07158254e-04\n",
      "  3.27448390e-06 8.51178620e-04 1.11984387e-05 6.55837010e-07\n",
      "  7.19570442e-05]\n",
      " [2.15520270e-04 3.79714990e+00 1.03819568e-03 2.87825680e-01\n",
      "  1.14946822e-04 6.14996118e-05 7.53293712e-06 1.09842277e-04\n",
      "  6.55837010e-07]]\n",
      "98\n",
      "====================================================================================================\n",
      "Iteration number 98 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[5.90253309e-07 5.20436933e-05 3.15033073e-05 5.33834932e-06\n",
      "  2.98878113e+00 5.39341968e-06 1.89247695e+00 7.71357083e-05\n",
      "  5.90253309e-07]\n",
      " [1.07602727e+00 5.90253309e-07 2.37525181e-06 6.94146815e-05\n",
      "  1.92543626e-01 1.15483909e-05 3.60269232e+00 2.92606344e-04\n",
      "  5.84910806e-04]\n",
      " [4.63210844e-04 4.65308840e-06 5.90253309e-07 5.66874318e-06\n",
      "  5.90253309e-07 3.71328669e-06 5.90253309e-07 2.04499337e-04\n",
      "  6.66518285e+00]\n",
      " [2.16334814e+00 8.61015573e-05 8.75947518e-02 5.90253309e-07\n",
      "  2.48746833e+00 5.90253309e-07 9.18168672e-01 6.08246396e-02\n",
      "  9.64256714e-05]\n",
      " [1.49537083e-04 9.72591919e-04 1.36657981e-05 1.55017738e-05\n",
      "  5.90253309e-07 1.59964652e+01 5.69323993e-05 3.49986097e-06\n",
      "  5.90253309e-07]\n",
      " [3.10489265e-02 1.78327449e-04 2.05678353e-04 5.26635659e-06\n",
      "  2.94088922e-03 5.90253309e-07 5.41543672e-05 4.64758642e+00\n",
      "  2.34730769e-05]\n",
      " [1.29708748e-04 3.85569639e-01 1.18635341e-04 1.50732293e+01\n",
      "  1.47833174e-05 3.92096315e-06 5.90253309e-07 1.68331499e-06\n",
      "  5.87256814e-06]\n",
      " [4.37662474e-02 6.09229756e-05 7.15136700e+00 1.86442428e-04\n",
      "  2.94703551e-06 7.66060758e-04 1.00785948e-05 5.90253309e-07\n",
      "  6.47613398e-05]\n",
      " [1.93968243e-04 3.76743491e+00 9.34376113e-04 3.30471683e-01\n",
      "  1.03452140e-04 5.53496506e-05 6.77964340e-06 9.88580489e-05\n",
      "  5.90253309e-07]]\n",
      "99\n",
      "====================================================================================================\n",
      "Iteration number 99 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[5.31227978e-07 4.68393239e-05 2.83529766e-05 4.80451439e-06\n",
      "  3.12740302e+00 4.85407771e-06 1.76205278e+00 6.94221375e-05\n",
      "  5.31227978e-07]\n",
      " [1.03092455e+00 5.31227978e-07 2.13772663e-06 6.24732134e-05\n",
      "  1.73289264e-01 1.03935518e-05 3.74242309e+00 2.63345710e-04\n",
      "  5.26419725e-04]\n",
      " [4.16889760e-04 4.18777956e-06 5.31227978e-07 5.10186886e-06\n",
      "  5.31227978e-07 3.34195802e-06 5.31227978e-07 1.84049403e-04\n",
      "  6.66533123e+00]\n",
      " [2.24701333e+00 7.74914016e-05 7.88352766e-02 5.31227978e-07\n",
      "  2.32205483e+00 5.31227978e-07 1.02635180e+00 5.47421757e-02\n",
      "  8.67831043e-05]\n",
      " [1.34583375e-04 8.75332728e-04 1.22992183e-05 1.39515964e-05\n",
      "  5.31227978e-07 1.59968187e+01 5.12391594e-05 3.14987487e-06\n",
      "  5.31227978e-07]\n",
      " [2.79440339e-02 1.60494704e-04 1.85110517e-04 4.73972093e-06\n",
      "  2.64680029e-03 5.31227978e-07 4.87389305e-05 4.65341601e+00\n",
      "  2.11257692e-05]\n",
      " [1.16737873e-04 4.30346008e-01 1.06771807e-04 1.49659064e+01\n",
      "  1.33049856e-05 3.52886683e-06 5.31227978e-07 1.51498349e-06\n",
      "  5.28531132e-06]\n",
      " [3.93896226e-02 5.48306780e-05 7.16350302e+00 1.67798186e-04\n",
      "  2.65233196e-06 6.89454682e-04 9.07073533e-06 5.31227978e-07\n",
      "  5.82852058e-05]\n",
      " [1.74571419e-04 3.74069142e+00 8.40938501e-04 3.68853086e-01\n",
      "  9.31069256e-05 4.98146855e-05 6.10167906e-06 8.89722440e-05\n",
      "  5.31227978e-07]]\n",
      "100\n",
      "====================================================================================================\n",
      "Iteration number 100 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "133 [1, 7, 4, 3, 9, 2, 5, 6, 8]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[4.78105180e-07 4.21553915e-05 2.55176789e-05 4.32406295e-06\n",
      "  3.18966272e+00 4.36866994e-06 1.70349456e+00 6.24799237e-05\n",
      "  4.78105180e-07]\n",
      " [9.90332091e-01 4.78105180e-07 1.92395397e-06 5.62258920e-05\n",
      "  2.39293671e-01 9.35419660e-06 3.78484745e+00 2.37011139e-04\n",
      "  4.73777753e-04]\n",
      " [3.75200784e-04 3.76900160e-06 4.78105180e-07 4.59168197e-06\n",
      "  4.78105180e-07 3.00776222e-06 4.78105180e-07 1.65644463e-04\n",
      "  6.66546477e+00]\n",
      " [2.27231199e+00 6.97422614e-05 1.37618416e-01 4.78105180e-07\n",
      "  2.17318268e+00 4.78105180e-07 1.12371662e+00 4.92679581e-02\n",
      "  7.81047939e-05]\n",
      " [1.21125037e-04 7.87799455e-04 1.10692964e-05 1.25564368e-05\n",
      "  4.78105180e-07 1.59971368e+01 4.61152434e-05 2.83488738e-06\n",
      "  4.78105180e-07]\n",
      " [2.51496305e-02 1.44445233e-04 1.66599466e-04 4.26574884e-06\n",
      "  2.38212026e-03 4.78105180e-07 4.38650375e-05 4.65866265e+00\n",
      "  1.90131923e-05]\n",
      " [1.05064086e-04 4.70644741e-01 9.60946265e-05 1.48693158e+01\n",
      "  1.19744871e-05 3.17598015e-06 4.78105180e-07 1.36348514e-06\n",
      "  4.75678019e-06]\n",
      " [6.87839937e-02 4.93476102e-05 7.08351636e+00 1.51018367e-04\n",
      "  2.38709877e-06 6.20509214e-04 8.16366180e-06 4.78105180e-07\n",
      "  5.24566852e-05]\n",
      " [1.57114277e-04 3.71662228e+00 7.56844651e-04 4.03396349e-01\n",
      "  8.37962330e-05 4.48332170e-05 5.49151116e-06 8.00750196e-05\n",
      "  4.78105180e-07]]\n",
      "101\n",
      "====================================================================================================\n",
      "Iteration number 101 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[4.30294662e-07 3.79398524e-05 2.29659110e-05 3.89165666e-06\n",
      "  2.99569644e+00 3.93180295e-06 1.88608628e+00 5.62319314e-05\n",
      "  4.30294662e-07]\n",
      " [1.07879888e+00 4.30294662e-07 1.73155857e-06 5.06033028e-05\n",
      "  2.15364304e-01 8.41877694e-06 3.57302937e+00 2.13310025e-04\n",
      "  4.26399977e-04]\n",
      " [3.37680705e-04 3.39210144e-06 4.30294662e-07 4.13251378e-06\n",
      "  4.30294662e-07 2.70698600e-06 4.30294662e-07 1.49080017e-04\n",
      "  6.66558496e+00]\n",
      " [2.14508080e+00 6.27680353e-05 1.23856574e-01 4.30294662e-07\n",
      "  2.45586441e+00 4.30294662e-07 1.01134496e+00 4.43411623e-02\n",
      "  7.02943145e-05]\n",
      " [1.09012534e-04 7.09019509e-04 9.96236678e-06 1.13007931e-05\n",
      "  4.30294662e-07 1.59974231e+01 4.15037191e-05 2.55139865e-06\n",
      "  4.30294662e-07]\n",
      " [2.26346674e-02 1.30000710e-04 1.49939519e-04 3.83917395e-06\n",
      "  2.14390824e-03 4.30294662e-07 3.94785337e-05 4.66338462e+00\n",
      "  1.71118731e-05]\n",
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      "  1.07770384e-05 2.85838214e-06 4.30294662e-07 1.22713663e-06\n",
      "  4.28110217e-06]\n",
      " [6.19055943e-02 4.44128492e-05 7.10243745e+00 1.35916530e-04\n",
      "  2.14838889e-06 5.58458293e-04 7.34729562e-06 4.30294662e-07\n",
      "  4.72110167e-05]\n",
      " [1.41402849e-04 3.74496005e+00 6.81160186e-04 3.63056714e-01\n",
      "  7.54166097e-05 4.03498953e-05 4.94236004e-06 7.20675177e-05\n",
      "  4.30294662e-07]]\n",
      "102\n",
      "====================================================================================================\n",
      "Iteration number 102 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.87265196e-07 3.41458672e-05 2.06693199e-05 3.50249099e-06\n",
      "  3.13362680e+00 3.53862265e-06 1.75630118e+00 5.06087382e-05\n",
      "  3.87265196e-07]\n",
      " [1.03341899e+00 3.87265196e-07 1.55840271e-06 4.55429725e-05\n",
      "  1.93827873e-01 7.57689925e-06 3.71572643e+00 1.91979022e-04\n",
      "  3.83759980e-04]\n",
      " [3.03912635e-04 3.05289130e-06 3.87265196e-07 3.71926240e-06\n",
      "  3.87265196e-07 2.43628740e-06 3.87265196e-07 1.34172015e-04\n",
      "  6.66569313e+00]\n",
      " [2.23057272e+00 5.64912317e-05 1.11470917e-01 3.87265196e-07\n",
      "  2.29361131e+00 3.87265196e-07 1.11021047e+00 3.99070461e-02\n",
      "  6.32648830e-05]\n",
      " [9.81112802e-05 6.38117558e-04 8.96613011e-06 1.01707138e-05\n",
      "  3.87265196e-07 1.59976808e+01 3.73533472e-05 2.29625878e-06\n",
      "  3.87265196e-07]\n",
      " [2.03712007e-02 1.17000639e-04 1.34945567e-04 3.45525656e-06\n",
      "  1.92951741e-03 3.87265196e-07 3.55306803e-05 4.66763439e+00\n",
      "  1.54006858e-05]\n",
      " [8.51019097e-05 4.64555573e-01 7.78366474e-05 1.48841458e+01\n",
      "  9.69933453e-06 2.57254392e-06 3.87265196e-07 1.10442297e-06\n",
      "  3.85299196e-06]\n",
      " [5.57150349e-02 3.99715643e-05 7.11946643e+00 1.22324877e-04\n",
      "  1.93355000e-06 5.02612463e-04 6.61256605e-06 3.87265196e-07\n",
      "  4.24899150e-05]\n",
      " [1.27262564e-04 3.72046404e+00 6.13044167e-04 3.98179614e-01\n",
      "  6.78749487e-05 3.63149058e-05 4.44812404e-06 6.48607659e-05\n",
      "  3.87265196e-07]]\n",
      "103\n",
      "====================================================================================================\n",
      "Iteration number 103 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[3.48538676e-07 3.07312804e-05 1.86023879e-05 3.15224189e-06\n",
      "  3.07026412e+00 3.18476039e-06 1.81596518e+00 4.55478644e-05\n",
      "  3.48538676e-07]\n",
      " [1.14882709e+00 3.48538676e-07 1.40256244e-06 4.09886753e-05\n",
      "  1.74445086e-01 6.81920932e-06 3.42748712e+00 1.72781120e-04\n",
      "  3.45383982e-04]\n",
      " [2.73521371e-04 2.74760217e-06 3.48538676e-07 3.34733616e-06\n",
      "  3.48538676e-07 2.19265866e-06 3.48538676e-07 1.20754814e-04\n",
      "  6.66579049e+00]\n",
      " [2.05751544e+00 5.08421086e-05 1.00323825e-01 3.48538676e-07\n",
      "  2.39758351e+00 3.48538676e-07 1.59918942e+00 3.59163415e-02\n",
      "  5.69383947e-05]\n",
      " [8.83001521e-05 5.74305803e-04 8.06951710e-06 9.15364241e-06\n",
      "  3.48538676e-07 1.59979127e+01 3.36180125e-05 2.06663290e-06\n",
      "  3.48538676e-07]\n",
      " [1.83340806e-02 1.05300575e-04 1.21451010e-04 3.10973090e-06\n",
      "  1.73656567e-03 3.48538676e-07 3.19776123e-05 4.67145919e+00\n",
      "  1.38606172e-05]\n",
      " [7.65917187e-05 6.68100016e-01 7.00529827e-05 1.43957312e+01\n",
      "  8.72940107e-06 2.31528953e-06 3.48538676e-07 9.93980669e-07\n",
      "  3.46769276e-06]\n",
      " [5.01435314e-02 3.59744079e-05 7.13479252e+00 1.10092390e-04\n",
      "  1.74019500e-06 4.52351217e-04 5.95130945e-06 3.48538676e-07\n",
      "  3.82409235e-05]\n",
      " [1.14536308e-04 3.59841764e+00 5.51739751e-04 5.72647367e-01\n",
      "  6.10874539e-05 3.26834152e-05 4.00331163e-06 5.83746893e-05\n",
      "  3.48538676e-07]]\n",
      "104\n",
      "====================================================================================================\n",
      "Iteration number 104 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.13684809e-07 2.76581524e-05 1.67421492e-05 2.83701770e-06\n",
      "  3.20073771e+00 2.86628435e-06 1.69319219e+00 4.09930780e-05\n",
      "  3.13684809e-07]\n",
      " [1.09644438e+00 3.13684809e-07 1.26230620e-06 3.68898078e-05\n",
      "  1.57000577e-01 6.13728839e-06 3.58473841e+00 1.55503008e-04\n",
      "  3.10845583e-04]\n",
      " [2.46169234e-04 2.47284195e-06 3.13684809e-07 3.01260254e-06\n",
      "  3.13684809e-07 1.97339279e-06 3.13684809e-07 1.08679332e-04\n",
      "  6.66587810e+00]\n",
      " [2.15176390e+00 4.57578977e-05 9.02914425e-02 3.13684809e-07\n",
      "  2.24115849e+00 3.13684809e-07 1.63927048e+00 3.23247073e-02\n",
      "  5.12445553e-05]\n",
      " [7.94701369e-05 5.16875222e-04 7.26256539e-06 8.23827817e-06\n",
      "  3.13684809e-07 1.59981214e+01 3.02562112e-05 1.85996961e-06\n",
      "  3.13684809e-07]\n",
      " [1.65006726e-02 9.47705177e-05 1.09305909e-04 2.79875781e-06\n",
      "  1.56290911e-03 3.13684809e-07 2.87798511e-05 4.67490150e+00\n",
      "  1.24745555e-05]\n",
      " [6.89325468e-05 6.84623348e-01 6.30476844e-05 1.43561581e+01\n",
      "  7.85646097e-06 2.08376058e-06 3.13684809e-07 8.94582602e-07\n",
      "  3.12092348e-06]\n",
      " [4.51291783e-02 3.23769671e-05 7.14858599e+00 9.90831506e-05\n",
      "  1.56617550e-06 4.07116095e-04 5.35617850e-06 3.13684809e-07\n",
      "  3.44168312e-05]\n",
      " [1.03082677e-04 3.58857587e+00 4.96565776e-04 5.86811202e-01\n",
      "  5.49787085e-05 2.94150737e-05 3.60298047e-06 5.25372204e-05\n",
      "  3.13684809e-07]]\n",
      "105\n",
      "====================================================================================================\n",
      "Iteration number 105 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.82316328e-07 2.48923372e-05 1.50679342e-05 2.55331593e-06\n",
      "  3.25566394e+00 2.57965591e-06 1.64152003e+00 3.68937702e-05\n",
      "  2.82316328e-07]\n",
      " [1.08054995e+00 2.82316328e-07 1.13607558e-06 3.32008270e-05\n",
      "  1.41300520e-01 5.52355955e-06 3.64293124e+00 1.39952707e-04\n",
      "  2.79761025e-04]\n",
      " [2.21552311e-04 2.22555776e-06 2.82316328e-07 2.71134229e-06\n",
      "  2.82316328e-07 1.77605351e-06 2.82316328e-07 9.78113989e-05\n",
      "  6.66595696e+00]\n",
      " [2.18658751e+00 4.11821079e-05 8.12622982e-02 2.82316328e-07\n",
      "  2.18370931e+00 2.82316328e-07 1.67534343e+00 2.90922366e-02\n",
      "  4.61200997e-05]\n",
      " [7.15231232e-05 4.65187700e-04 6.53630885e-06 7.41445035e-06\n",
      "  2.82316328e-07 1.59983093e+01 2.72305901e-05 1.67397265e-06\n",
      "  2.82316328e-07]\n",
      " [1.48506053e-02 8.52934659e-05 9.83753184e-05 2.51888203e-06\n",
      "  1.40661819e-03 2.82316328e-07 2.59018660e-05 4.67799959e+00\n",
      "  1.12270999e-05]\n",
      " [6.20392922e-05 6.99494346e-01 5.67429160e-05 1.43205423e+01\n",
      "  7.07081487e-06 1.87538452e-06 2.82316328e-07 8.05124342e-07\n",
      "  2.80883114e-06]\n",
      " [4.06162604e-02 2.91392704e-05 7.16100012e+00 8.91748356e-05\n",
      "  1.40955795e-06 3.66404486e-04 4.82056065e-06 2.82316328e-07\n",
      "  3.09751481e-05]\n",
      " [9.27744092e-05 3.57971829e+00 4.46909198e-04 5.99558653e-01\n",
      "  4.94808376e-05 2.64735663e-05 3.24268242e-06 4.72834983e-05\n",
      "  2.82316328e-07]]\n",
      "106\n",
      "====================================================================================================\n",
      "Iteration number 106 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.54084695e-07 2.24031034e-05 1.35611408e-05 2.29798434e-06\n",
      "  3.30509754e+00 2.32169032e-06 1.59501509e+00 3.32043931e-05\n",
      "  2.54084695e-07]\n",
      " [1.12874495e+00 2.54084695e-07 1.02246802e-06 2.98807443e-05\n",
      "  1.27170468e-01 4.97120360e-06 3.52863811e+00 1.25957437e-04\n",
      "  2.51784923e-04]\n",
      " [1.99397080e-04 2.00300198e-06 2.54084695e-07 2.44020806e-06\n",
      "  2.54084695e-07 1.59844816e-06 2.54084695e-07 8.80302591e-05\n",
      "  6.66602793e+00]\n",
      " [2.11792876e+00 3.70638972e-05 7.31360684e-02 2.54084695e-07\n",
      "  2.13200504e+00 2.54084695e-07 2.10780909e+00 2.61830129e-02\n",
      "  4.15080898e-05]\n",
      " [6.43708109e-05 4.18668930e-04 5.88267796e-06 6.67300532e-06\n",
      "  2.54084695e-07 1.59984784e+01 2.45075311e-05 1.50657539e-06\n",
      "  2.54084695e-07]\n",
      " [1.33655448e-02 7.67641193e-05 8.85377866e-05 2.26699383e-06\n",
      "  1.26595638e-03 2.54084695e-07 2.33116794e-05 4.68078787e+00\n",
      "  1.01043899e-05]\n",
      " [5.58353629e-05 8.79544912e-01 5.10686244e-05 1.38884880e+01\n",
      "  6.36373338e-06 1.68784607e-06 2.54084695e-07 7.24611908e-07\n",
      "  2.52794802e-06]\n",
      " [3.65546344e-02 2.62253433e-05 7.17217283e+00 8.02573520e-05\n",
      "  1.26860215e-06 3.29764037e-04 4.33850459e-06 2.54084695e-07\n",
      "  2.78776333e-05]\n",
      " [8.34969683e-05 3.47174646e+00 4.02218278e-04 7.53888502e-01\n",
      "  4.45327539e-05 2.38262097e-05 2.91841418e-06 4.25551485e-05\n",
      "  2.54084695e-07]]\n",
      "107\n",
      "====================================================================================================\n",
      "Iteration number 107 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.28676225e-07 2.01627931e-05 1.22050267e-05 2.06818591e-06\n",
      "  3.28708779e+00 2.08952129e-06 1.61198417e+00 2.98839538e-05\n",
      "  2.28676225e-07]\n",
      " [1.10962046e+00 2.28676225e-07 9.20221218e-07 2.68926699e-05\n",
      "  1.14453421e-01 4.47408324e-06 3.59244097e+00 1.13361693e-04\n",
      "  2.26606430e-04]\n",
      " [1.79457372e-04 1.80270178e-06 2.28676225e-07 2.19618725e-06\n",
      "  2.28676225e-07 1.43860334e-06 2.28676225e-07 7.92272331e-05\n",
      "  6.66609180e+00]\n",
      " [2.15613588e+00 3.33575074e-05 6.58224616e-02 2.28676225e-07\n",
      "  2.16880454e+00 2.28676225e-07 1.89702818e+00 2.35647116e-02\n",
      "  3.73572808e-05]\n",
      " [5.79337298e-05 3.76802037e-04 5.29441017e-06 6.00570478e-06\n",
      "  2.28676225e-07 1.59986305e+01 2.20567780e-05 1.35591785e-06\n",
      "  2.28676225e-07]\n",
      " [1.20289903e-02 6.90877074e-05 7.96840079e-05 2.04029444e-06\n",
      "  1.13936074e-03 2.28676225e-07 2.09805114e-05 4.68329731e+00\n",
      "  9.09395094e-06]\n",
      " [5.02518266e-05 7.91590421e-01 4.59617619e-05 1.40996392e+01\n",
      "  5.72736004e-06 1.51906146e-06 2.28676225e-07 6.52150717e-07\n",
      "  2.27515322e-06]\n",
      " [3.28991710e-02 2.36028090e-05 7.18222828e+00 7.22316168e-05\n",
      "  1.14174194e-06 2.96787633e-04 3.90465413e-06 2.28676225e-07\n",
      "  2.50898699e-05]\n",
      " [7.51472715e-05 3.52457181e+00 3.61996450e-04 6.78499652e-01\n",
      "  4.00794785e-05 2.14435887e-05 2.62657276e-06 3.82996336e-05\n",
      "  2.28676225e-07]]\n",
      "108\n",
      "====================================================================================================\n",
      "Iteration number 108 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.05808603e-07 1.81465138e-05 1.09845241e-05 1.86136731e-06\n",
      "  3.27087901e+00 1.88056916e-06 1.62725634e+00 2.68955585e-05\n",
      "  2.05808603e-07]\n",
      " [1.12365841e+00 2.05808603e-07 8.28199096e-07 2.42034029e-05\n",
      "  1.03008079e-01 4.02667491e-06 3.56653020e+00 1.02025524e-04\n",
      "  2.03945787e-04]\n",
      " [1.61511635e-04 1.62243160e-06 2.05808603e-07 1.97656853e-06\n",
      "  2.05808603e-07 1.29474301e-06 2.05808603e-07 7.13045098e-05\n",
      "  6.66614929e+00]\n",
      " [2.14052229e+00 3.00217567e-05 5.92402154e-02 2.05808603e-07\n",
      "  2.20192409e+00 2.05808603e-07 1.90732536e+00 2.12082405e-02\n",
      "  3.36215527e-05]\n",
      " [5.21403568e-05 3.39121833e-04 4.76496915e-06 5.40513431e-06\n",
      "  2.05808603e-07 1.59987675e+01 1.98511002e-05 1.22032606e-06\n",
      "  2.05808603e-07]\n",
      " [1.08260913e-02 6.21789366e-05 7.17156071e-05 1.83626500e-06\n",
      "  1.02542466e-03 2.05808603e-07 1.88824603e-05 4.68555582e+00\n",
      "  8.18455585e-06]\n",
      " [4.52266440e-05 7.95764712e-01 4.13655857e-05 1.40896753e+01\n",
      "  5.15462404e-06 1.36715531e-06 2.05808603e-07 5.86935645e-07\n",
      "  2.04763790e-06]\n",
      " [2.96092539e-02 2.12425281e-05 7.19127818e+00 6.50084551e-05\n",
      "  1.02756775e-06 2.67108870e-04 3.51418872e-06 2.05808603e-07\n",
      "  2.25808829e-05]\n",
      " [6.76325443e-05 3.52211463e+00 3.25796805e-04 6.82078258e-01\n",
      "  3.60715306e-05 1.92992298e-05 2.36391549e-06 3.44696703e-05\n",
      "  2.05808603e-07]]\n",
      "109\n",
      "====================================================================================================\n",
      "Iteration number 109 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.85227743e-07 1.63318624e-05 9.88607165e-06 1.67523058e-06\n",
      "  3.31879111e+00 1.69251224e-06 1.58217776e+00 2.42060026e-05\n",
      "  1.85227743e-07]\n",
      " [1.16754257e+00 1.85227743e-07 7.45379187e-07 2.17830626e-05\n",
      "  9.27072709e-02 3.62400742e-06 3.45987718e+00 9.18229713e-05\n",
      "  1.83551209e-04]\n",
      " [1.45360471e-04 1.46018844e-06 1.85227743e-07 1.77891168e-06\n",
      "  1.85227743e-07 1.16526871e-06 1.85227743e-07 6.41740589e-05\n",
      "  6.66620103e+00]\n",
      " [2.07647007e+00 2.70195810e-05 5.33161939e-02 1.85227743e-07\n",
      "  2.14839834e+00 1.85227743e-07 2.31659282e+00 1.90874164e-02\n",
      "  3.02593974e-05]\n",
      " [4.69263212e-05 3.05209650e-04 4.28847223e-06 4.86462087e-06\n",
      "  1.85227743e-07 1.59988907e+01 1.78659902e-05 1.09829346e-06\n",
      "  1.85227743e-07]\n",
      " [9.74348214e-03 5.59610430e-05 6.45440464e-05 1.65263850e-06\n",
      "  9.22882198e-04 1.85227743e-07 1.69942143e-05 4.68758847e+00\n",
      "  7.36610026e-06]\n",
      " [4.07039796e-05 9.66188241e-01 3.72290272e-05 1.36807078e+01\n",
      "  4.63916164e-06 1.23043978e-06 1.85227743e-07 5.28242081e-07\n",
      "  1.84287411e-06]\n",
      " [2.66483285e-02 1.91182753e-05 7.19942309e+00 5.85076096e-05\n",
      "  9.24810971e-07 2.40397983e-04 3.16276984e-06 1.85227743e-07\n",
      "  2.03227946e-05]\n",
      " [6.08692899e-05 3.41990317e+00 2.93217125e-04 8.28156147e-01\n",
      "  3.24643776e-05 1.73693068e-05 2.12752394e-06 3.10227033e-05\n",
      "  1.85227743e-07]]\n",
      "110\n",
      "====================================================================================================\n",
      "Iteration number 110 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.66704968e-07 1.46986762e-05 8.89746449e-06 1.50770753e-06\n",
      "  3.36191200e+00 1.52326102e-06 1.54160705e+00 2.17854023e-05\n",
      "  1.66704968e-07]\n",
      " [1.11328831e+00 1.66704968e-07 6.70841268e-07 1.96047563e-05\n",
      "  8.34365438e-02 3.26160668e-06 3.61388947e+00 8.26406742e-05\n",
      "  1.65196088e-04]\n",
      " [1.30824424e-04 1.31416960e-06 1.66704968e-07 1.60102051e-06\n",
      "  1.66704968e-07 1.04874184e-06 1.66704968e-07 5.77566530e-05\n",
      "  6.66624759e+00]\n",
      " [2.16882306e+00 2.43176229e-05 4.79845745e-02 1.66704968e-07\n",
      "  2.10022518e+00 1.66704968e-07 2.08493354e+00 1.71786748e-02\n",
      "  2.72334577e-05]\n",
      " [4.22336890e-05 2.74688685e-04 3.85962501e-06 4.37815879e-06\n",
      "  1.66704968e-07 1.59990017e+01 1.60793912e-05 9.88464111e-07\n",
      "  1.66704968e-07]\n",
      " [8.76913392e-03 5.03649387e-05 5.80896418e-05 1.48737465e-06\n",
      "  8.30593978e-04 1.66704968e-07 1.52947928e-05 4.68941786e+00\n",
      "  6.62949023e-06]\n",
      " [3.66335816e-05 8.69569417e-01 3.35061245e-05 1.39126370e+01\n",
      "  4.17524547e-06 1.10739580e-06 1.66704968e-07 4.75417873e-07\n",
      "  1.65858670e-06]\n",
      " [2.39834956e-02 1.72064478e-05 7.20675351e+00 5.26568487e-05\n",
      "  8.32329874e-07 2.16358185e-04 2.84649286e-06 1.66704968e-07\n",
      "  1.82905152e-05]\n",
      " [5.47823609e-05 3.47791285e+00 2.63895412e-04 7.45340532e-01\n",
      "  2.92179398e-05 1.56323762e-05 1.91477154e-06 2.79204329e-05\n",
      "  1.66704968e-07]]\n",
      "111\n",
      "====================================================================================================\n",
      "Iteration number 111 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.50034472e-07 1.32288086e-05 8.00771804e-06 1.35693677e-06\n",
      "  3.40072080e+00 1.37093492e-06 1.50509340e+00 1.96068621e-05\n",
      "  1.50034472e-07]\n",
      " [1.09570948e+00 1.50034472e-07 6.03757141e-07 1.76442807e-05\n",
      "  7.50928894e-02 2.93544601e-06 3.66916719e+00 7.43766068e-05\n",
      "  1.48676479e-04]\n",
      " [1.17741982e-04 1.18275264e-06 1.50034472e-07 1.44091846e-06\n",
      "  1.50034472e-07 9.43867654e-07 1.50034472e-07 5.19809877e-05\n",
      "  6.66628950e+00]\n",
      " [2.20194075e+00 2.18858606e-05 4.31861170e-02 1.50034472e-07\n",
      "  2.05686933e+00 1.50034472e-07 2.07644019e+00 1.54608073e-02\n",
      "  2.45101119e-05]\n",
      " [3.80103201e-05 2.47219817e-04 3.47366251e-06 3.94034291e-06\n",
      "  1.50034472e-07 1.59991015e+01 1.44714520e-05 8.89617700e-07\n",
      "  1.50034472e-07]\n",
      " [7.89222053e-03 4.53284448e-05 5.22806776e-05 1.33863719e-06\n",
      "  7.47534580e-04 1.50034472e-07 1.37653136e-05 4.69106431e+00\n",
      "  5.96654121e-06]\n",
      " [3.29702235e-05 8.65945808e-01 3.01555120e-05 1.39213733e+01\n",
      "  3.75772092e-06 9.96656224e-07 1.50034472e-07 4.27876085e-07\n",
      "  1.49272803e-06]\n",
      " [2.15851461e-02 1.54858030e-05 7.21335088e+00 4.73911638e-05\n",
      "  7.49096886e-07 1.94722366e-04 2.56184357e-06 1.50034472e-07\n",
      "  1.64614637e-05]\n",
      " [4.93041248e-05 3.48012157e+00 2.37505871e-04 7.42235050e-01\n",
      "  2.62961458e-05 1.40691385e-05 1.72329439e-06 2.51283896e-05\n",
      "  1.50034472e-07]]\n",
      "112\n",
      "====================================================================================================\n",
      "Iteration number 112 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.35031024e-07 1.19059277e-05 7.20694623e-06 1.22124310e-06\n",
      "  3.56064872e+00 1.23384143e-06 1.35458406e+00 1.76461759e-05\n",
      "  1.35031024e-07]\n",
      " [1.04863853e+00 1.35031024e-07 5.43381427e-07 1.58798526e-05\n",
      "  6.75836005e-02 2.64190141e-06 3.80225047e+00 6.69389461e-05\n",
      "  1.33808831e-04]\n",
      " [1.05967783e-04 1.06447738e-06 1.35031024e-07 1.29682661e-06\n",
      "  1.35031024e-07 8.49480889e-07 1.35031024e-07 4.67828889e-05\n",
      "  6.66632722e+00]\n",
      " [2.28174668e+00 1.96972746e-05 3.88675053e-02 1.35031024e-07\n",
      "  1.85118239e+00 1.35031024e-07 2.26879617e+00 1.39147266e-02\n",
      "  2.20591007e-05]\n",
      " [3.42092881e-05 2.22497835e-04 3.12629626e-06 3.54630862e-06\n",
      "  1.35031024e-07 1.59991913e+01 1.30243068e-05 8.00655930e-07\n",
      "  1.35031024e-07]\n",
      " [7.10299848e-03 4.07956003e-05 4.70526098e-05 1.20477347e-06\n",
      "  6.72781122e-04 1.35031024e-07 1.23887822e-05 4.69254611e+00\n",
      "  5.36988709e-06]\n",
      " [2.96732011e-05 9.46017894e-01 2.71399608e-05 1.37292360e+01\n",
      "  3.38194883e-06 8.96990602e-07 1.35031024e-07 3.85088477e-07\n",
      "  1.34345522e-06]\n",
      " [1.94266315e-02 1.39372227e-05 7.21928852e+00 4.26520474e-05\n",
      "  6.74187198e-07 1.75250130e-04 2.30565922e-06 1.35031024e-07\n",
      "  1.48153173e-05]\n",
      " [4.43737123e-05 3.43210941e+00 2.13755284e-04 8.10868688e-01\n",
      "  2.36665313e-05 1.26622247e-05 1.55096495e-06 2.26155507e-05\n",
      "  1.35031024e-07]]\n",
      "113\n",
      "====================================================================================================\n",
      "Iteration number 113 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.21527922e-07 1.07153349e-05 6.48625161e-06 1.09911879e-06\n",
      "  3.57958385e+00 1.11045728e-06 1.33677271e+00 1.58815583e-05\n",
      "  1.21527922e-07]\n",
      " [1.03752468e+00 1.21527922e-07 4.89043284e-07 1.42918674e-05\n",
      "  6.08252404e-02 2.37771127e-06 3.83869209e+00 6.02450515e-05\n",
      "  1.20427948e-04]\n",
      " [9.53710051e-05 9.58029638e-07 1.21527922e-07 1.16714395e-06\n",
      "  1.21527922e-07 7.64532800e-07 1.21527922e-07 4.21046000e-05\n",
      "  6.66636116e+00]\n",
      " [2.30357201e+00 1.77275471e-05 3.49807548e-02 1.21527922e-07\n",
      "  1.83273082e+00 1.21527922e-07 2.24191655e+00 1.25232539e-02\n",
      "  1.98531907e-05]\n",
      " [3.07883593e-05 2.00248051e-04 2.81366663e-06 3.19167776e-06\n",
      "  1.21527922e-07 1.59992722e+01 1.17218761e-05 7.20590337e-07\n",
      "  1.21527922e-07]\n",
      " [6.39269863e-03 3.67160403e-05 4.23473489e-05 1.08429612e-06\n",
      "  6.05503010e-04 1.21527922e-07 1.11499040e-05 4.69387974e+00\n",
      "  4.83289838e-06]\n",
      " [2.67058810e-05 9.34749438e-01 2.44259647e-05 1.37563124e+01\n",
      "  3.04375395e-06 8.07291542e-07 1.21527922e-07 3.46579629e-07\n",
      "  1.20910970e-06]\n",
      " [1.74839683e-02 1.25435004e-05 7.22463240e+00 3.83868427e-05\n",
      "  6.06768478e-07 1.57725117e-04 2.07509330e-06 1.21527922e-07\n",
      "  1.33337856e-05]\n",
      " [3.99363411e-05 3.43889847e+00 1.92379756e-04 8.01210391e-01\n",
      "  2.12998781e-05 1.13960022e-05 1.39586846e-06 2.03539956e-05\n",
      "  1.21527922e-07]]\n",
      "114\n",
      "====================================================================================================\n",
      "Iteration number 114 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.09375130e-07 9.64380143e-06 5.83762645e-06 9.89206907e-07\n",
      "  3.65912546e+00 9.99411555e-07 1.26191897e+00 1.42934025e-05\n",
      "  1.09375130e-07]\n",
      " [9.65022212e-01 1.09375130e-07 4.40138956e-07 1.28626806e-05\n",
      "  5.47427164e-02 2.13994014e-06 4.03815621e+00 5.42205463e-05\n",
      "  1.08385153e-04]\n",
      " [8.58339046e-05 8.62226674e-07 1.09375130e-07 1.05042956e-06\n",
      "  1.09375130e-07 6.88079520e-07 1.09375130e-07 3.78941400e-05\n",
      "  6.66639171e+00]\n",
      " [2.42321481e+00 1.59547924e-05 3.14826793e-02 1.09375130e-07\n",
      "  1.73279107e+00 1.09375130e-07 2.01772490e+00 1.12709285e-02\n",
      "  1.78678716e-05]\n",
      " [2.77095234e-05 1.80223246e-04 2.53229997e-06 2.87250998e-06\n",
      "  1.09375130e-07 1.59993450e+01 1.05496885e-05 6.48531303e-07\n",
      "  1.09375130e-07]\n",
      " [5.75342877e-03 3.30444363e-05 3.81126140e-05 9.75866508e-07\n",
      "  5.44952709e-04 1.09375130e-07 1.00349136e-05 4.69508000e+00\n",
      "  4.34960854e-06]\n",
      " [2.40352929e-05 8.41274494e-01 2.19833683e-05 1.39806811e+01\n",
      "  2.73937855e-06 7.26562388e-07 1.09375130e-07 3.11921666e-07\n",
      "  1.08819873e-06]\n",
      " [1.57355715e-02 1.12891504e-05 7.22944188e+00 3.45481584e-05\n",
      "  5.46091630e-07 1.41952605e-04 1.86758397e-06 1.09375130e-07\n",
      "  1.20004070e-05]\n",
      " [3.59427070e-05 3.49500862e+00 1.73141780e-04 7.21089352e-01\n",
      "  1.91698903e-05 1.02564020e-05 1.25628161e-06 1.83185960e-05\n",
      "  1.09375130e-07]]\n",
      "115\n",
      "====================================================================================================\n",
      "Iteration number 115 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[9.84376168e-08 8.67942129e-06 5.25386380e-06 8.90286216e-07\n",
      "  3.73071292e+00 8.99470400e-07 1.19455060e+00 1.28640622e-05\n",
      "  9.84376168e-08]\n",
      " [9.93519991e-01 9.84376168e-08 3.96125060e-07 1.15764126e-05\n",
      "  4.92684448e-02 1.92594613e-06 3.96767392e+00 4.87984917e-05\n",
      "  9.75466378e-05]\n",
      " [7.72505141e-05 7.76004007e-07 9.84376168e-08 9.45386600e-07\n",
      "  9.84376168e-08 6.19271568e-07 9.84376168e-08 3.41047260e-05\n",
      "  6.66641921e+00]\n",
      " [2.38089333e+00 1.43593132e-05 2.83344114e-02 9.84376168e-08\n",
      "  1.64284530e+00 9.84376168e-08 2.41595241e+00 1.01438357e-02\n",
      "  1.60810844e-05]\n",
      " [2.49385710e-05 1.62200922e-04 2.27906997e-06 2.58525898e-06\n",
      "  9.84376168e-08 1.59994105e+01 9.49471968e-06 5.83678173e-07\n",
      "  9.84376168e-08]\n",
      " [5.17808589e-03 2.97399926e-05 3.43013526e-05 8.78279857e-07\n",
      "  4.90457438e-04 9.84376168e-08 9.03142222e-06 4.69616023e+00\n",
      "  3.91464769e-06]\n",
      " [2.16317636e-05 1.00714704e+00 1.97850314e-05 1.35826130e+01\n",
      "  2.46544070e-06 6.53906149e-07 9.84376168e-08 2.80729500e-07\n",
      "  9.79378859e-07]\n",
      " [1.41620143e-02 1.01602353e-05 7.23377042e+00 3.10933426e-05\n",
      "  4.91482467e-07 1.27757345e-04 1.68082557e-06 9.84376168e-08\n",
      "  1.08003663e-05]\n",
      " [3.23484363e-05 3.39550776e+00 1.55827602e-04 8.63266131e-01\n",
      "  1.72529013e-05 9.23076180e-06 1.13065345e-06 1.64867364e-05\n",
      "  9.84376168e-08]]\n",
      "116\n",
      "====================================================================================================\n",
      "Iteration number 116 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[8.85938551e-08 7.81147916e-06 4.72847742e-06 8.01257595e-07\n",
      "  3.79514162e+00 8.09523360e-07 1.13391907e+00 1.15776560e-05\n",
      "  8.85938551e-08]\n",
      " [1.01916799e+00 8.85938551e-08 3.56512554e-07 1.04187713e-05\n",
      "  4.43416003e-02 1.73335151e-06 3.90423986e+00 4.39186425e-05\n",
      "  8.77919741e-05]\n",
      " [6.95254627e-05 6.98403606e-07 8.85938551e-08 8.50847940e-07\n",
      "  8.85938551e-08 5.57344411e-07 8.85938551e-08 3.06942534e-05\n",
      "  6.66644395e+00]\n",
      " [2.34280400e+00 1.29233818e-05 2.55009702e-02 8.85938551e-08\n",
      "  1.56189410e+00 8.85938551e-08 2.77435717e+00 9.12945210e-03\n",
      "  1.44729760e-05]\n",
      " [2.24447139e-05 1.45980829e-04 2.05116298e-06 2.32673308e-06\n",
      "  8.85938551e-08 1.59994694e+01 8.54524771e-06 5.25310356e-07\n",
      "  8.85938551e-08]\n",
      " [4.66027730e-03 2.67659934e-05 3.08712173e-05 7.90451871e-07\n",
      "  4.41411694e-04 8.85938551e-08 8.12828000e-06 4.69713245e+00\n",
      "  3.52318292e-06]\n",
      " [1.94685873e-05 1.15643234e+00 1.78065283e-05 1.32243517e+01\n",
      "  2.21889663e-06 5.88515534e-07 8.85938551e-08 2.52656550e-07\n",
      "  8.81440973e-07]\n",
      " [1.27458129e-02 9.14421180e-06 7.23766611e+00 2.79840083e-05\n",
      "  4.42334220e-07 1.14981610e-04 1.51274301e-06 8.85938551e-08\n",
      "  9.72032968e-06]\n",
      " [2.91135927e-05 3.30595698e+00 1.40244842e-04 9.91225232e-01\n",
      "  1.55276112e-05 8.30768562e-06 1.01758810e-06 1.48380628e-05\n",
      "  8.85938551e-08]]\n",
      "117\n",
      "====================================================================================================\n",
      "Iteration number 117 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[7.97344696e-08 7.03033124e-06 4.25562968e-06 7.21131835e-07\n",
      "  3.79062746e+00 7.28571024e-07 1.13817422e+00 1.04198904e-05\n",
      "  7.97344696e-08]\n",
      " [1.01100119e+00 7.97344696e-08 3.20861299e-07 9.37689418e-06\n",
      "  1.23240774e-01 1.56001636e-06 3.84714921e+00 3.95267783e-05\n",
      "  7.90127767e-05]\n",
      " [6.25729165e-05 6.28563246e-07 7.97344696e-08 7.65763146e-07\n",
      "  7.97344696e-08 5.01609970e-07 7.97344696e-08 2.76248281e-05\n",
      "  6.66646622e+00]\n",
      " [2.35852360e+00 1.16310437e-05 2.29508732e-02 7.97344696e-08\n",
      "  1.48903802e+00 7.97344696e-08 2.89692145e+00 8.21650689e-03\n",
      "  1.30256784e-05]\n",
      " [2.02002425e-05 1.31382747e-04 1.84604668e-06 2.09405978e-06\n",
      "  7.97344696e-08 1.59995225e+01 7.69072294e-06 4.72779320e-07\n",
      "  7.97344696e-08]\n",
      " [4.19424957e-03 2.40893940e-05 2.77840956e-05 7.11406684e-07\n",
      "  3.97270525e-04 7.97344696e-08 7.31545200e-06 4.69800744e+00\n",
      "  3.17086463e-06]\n",
      " [1.75217285e-05 1.29078911e+00 1.60258755e-05 1.29019165e+01\n",
      "  1.99700697e-06 5.29663981e-07 7.97344696e-08 2.27390895e-07\n",
      "  7.93296876e-07]\n",
      " [1.14712316e-02 8.22979062e-06 7.24117222e+00 2.51856075e-05\n",
      "  3.98100798e-07 1.03483449e-04 1.36146871e-06 7.97344696e-08\n",
      "  8.74829671e-06]\n",
      " [2.62022334e-05 3.22536129e+00 1.26220358e-04 1.10638842e+00\n",
      "  1.39748500e-05 7.47691706e-06 9.15829294e-07 1.33542565e-05\n",
      "  7.97344696e-08]]\n",
      "118\n",
      "====================================================================================================\n",
      "Iteration number 118 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[7.17610226e-08 6.32729812e-06 3.83006671e-06 6.49018652e-07\n",
      "  3.72406472e+00 6.55713922e-07 1.20082739e+00 9.37790137e-06\n",
      "  7.17610226e-08]\n",
      " [1.03490107e+00 7.17610226e-08 2.88775169e-07 8.43920476e-06\n",
      "  1.10916696e-01 1.40401473e-06 3.79576762e+00 3.55741004e-05\n",
      "  7.11114990e-05]\n",
      " [5.63156248e-05 5.65706921e-07 7.17610226e-08 6.89186831e-07\n",
      "  7.17610226e-08 4.51448973e-07 7.17610226e-08 2.48623453e-05\n",
      "  6.66648627e+00]\n",
      " [2.32267124e+00 1.04679393e-05 2.06557859e-02 7.17610226e-08\n",
      "  1.59013422e+00 7.17610226e-08 2.80722930e+00 7.39485620e-03\n",
      "  1.17231106e-05]\n",
      " [1.81802183e-05 1.18244472e-04 1.66144201e-06 1.88465380e-06\n",
      "  7.17610226e-08 1.59995702e+01 6.92165065e-06 4.25501388e-07\n",
      "  7.17610226e-08]\n",
      " [3.77482461e-03 2.16804546e-05 2.50056860e-05 6.40266016e-07\n",
      "  3.57543472e-04 7.17610226e-08 6.58390680e-06 4.69879493e+00\n",
      "  2.85377817e-06]\n",
      " [1.57695557e-05 1.24504353e+00 1.44232879e-05 1.30117249e+01\n",
      "  1.79730627e-06 4.76697582e-07 7.17610226e-08 2.04651805e-07\n",
      "  7.13967188e-07]\n",
      " [1.03241084e-02 7.40681156e-06 7.24432773e+00 2.26670467e-05\n",
      "  3.58290719e-07 9.31351042e-05 1.22532184e-06 7.17610226e-08\n",
      "  7.87346704e-06]\n",
      " [2.35820101e-05 3.25282516e+00 1.13598322e-04 1.06717815e+00\n",
      "  1.25773650e-05 6.72922535e-06 8.24246364e-07 1.20188309e-05\n",
      "  7.17610226e-08]]\n",
      "119\n",
      "====================================================================================================\n",
      "Iteration number 119 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.45849204e-08 5.69456831e-06 3.44706004e-06 5.84116787e-07\n",
      "  3.78915824e+00 5.90142529e-07 1.13956818e+00 8.44011123e-06\n",
      "  6.45849204e-08]\n",
      " [1.05641097e+00 6.45849204e-08 2.59897652e-07 7.59528428e-06\n",
      "  9.98250266e-02 1.26361325e-06 3.74952419e+00 3.20166904e-05\n",
      "  6.40003491e-05]\n",
      " [5.06840623e-05 5.09136229e-07 6.45849204e-08 6.20268148e-07\n",
      "  6.45849204e-08 4.06304076e-07 6.45849204e-08 2.23761107e-05\n",
      "  6.66650431e+00]\n",
      " [2.29040411e+00 9.42114536e-06 1.85902073e-02 6.45849204e-08\n",
      "  1.51445413e+00 6.45849204e-08 3.12650637e+00 6.65537058e-03\n",
      "  1.05507995e-05]\n",
      " [1.63621965e-05 1.06420025e-04 1.49529781e-06 1.69618842e-06\n",
      "  6.45849204e-08 1.59996132e+01 6.22948558e-06 3.82951249e-07\n",
      "  6.45849204e-08]\n",
      " [3.39734215e-03 1.95124092e-05 2.25051174e-05 5.76239414e-07\n",
      "  3.21789125e-04 6.45849204e-08 5.92551612e-06 4.69950367e+00\n",
      "  2.56840035e-06]\n",
      " [1.41926001e-05 1.37053918e+00 1.29809591e-05 1.27105524e+01\n",
      "  1.61757564e-06 4.29027824e-07 6.45849204e-08 1.84186625e-07\n",
      "  6.42570469e-07]\n",
      " [9.29169760e-03 6.66613040e-06 7.24716768e+00 2.04003421e-05\n",
      "  3.22461647e-07 8.38215938e-05 1.10278966e-06 6.45849204e-08\n",
      "  7.08612033e-06]\n",
      " [2.12238090e-05 3.17754264e+00 1.02238490e-04 1.17474605e+00\n",
      "  1.13196285e-05 6.05630282e-06 7.41821728e-07 1.08169478e-05\n",
      "  6.45849204e-08]]\n",
      "120\n",
      "====================================================================================================\n",
      "Iteration number 120 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[5.81264283e-08 5.12511148e-06 3.10235404e-06 5.25705108e-07\n",
      "  3.91024242e+00 5.31128276e-07 1.02561136e+00 7.59610011e-06\n",
      "  5.81264283e-08]\n",
      " [1.04451987e+00 5.81264283e-08 2.33907887e-07 6.83575585e-06\n",
      "  8.98425239e-02 1.13725193e-06 3.79123844e+00 2.88150214e-05\n",
      "  5.76003142e-05]\n",
      " [4.56156561e-05 4.58222606e-07 5.81264283e-08 5.58241333e-07\n",
      "  5.81264283e-08 3.65673668e-07 5.81264283e-08 2.01384997e-05\n",
      "  6.66652054e+00]\n",
      " [2.31136370e+00 8.47903083e-06 1.67311866e-02 5.81264283e-08\n",
      "  1.36300872e+00 5.81264283e-08 3.41385574e+00 5.98983353e-03\n",
      "  9.49571955e-06]\n",
      " [1.47259768e-05 9.57780222e-05 1.34576803e-06 1.52656958e-06\n",
      "  5.81264283e-08 1.59996519e+01 5.60653702e-06 3.44656124e-07\n",
      "  5.81264283e-08]\n",
      " [3.05760794e-03 1.75611683e-05 2.02546057e-05 5.18615473e-07\n",
      "  2.89610213e-04 5.81264283e-08 5.33296451e-06 4.70014154e+00\n",
      "  2.31156031e-06]\n",
      " [1.27733401e-05 1.48348526e+00 1.16828632e-05 1.24394972e+01\n",
      "  1.45581808e-06 3.86125042e-07 5.81264283e-08 1.65767962e-07\n",
      "  5.78313422e-07]\n",
      " [8.36252784e-03 5.99951736e-06 7.24972364e+00 1.83603078e-05\n",
      "  2.90215482e-07 7.54394344e-05 9.92510690e-07 5.81264283e-08\n",
      "  6.37750830e-06]\n",
      " [1.91014281e-05 3.10978838e+00 9.20146407e-05 1.27155716e+00\n",
      "  1.01876657e-05 5.45067254e-06 6.67639555e-07 9.73525300e-06\n",
      "  5.81264283e-08]]\n",
      "121\n",
      "====================================================================================================\n",
      "Iteration number 121 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[5.23137855e-08 4.61260033e-06 2.79211863e-06 4.73134597e-07\n",
      "  3.89421818e+00 4.78015449e-07 1.04069729e+00 6.83649010e-06\n",
      "  5.23137855e-08]\n",
      " [1.03381788e+00 5.23137855e-08 2.10517098e-07 6.15218027e-06\n",
      "  1.64191605e-01 1.02352674e-06 3.74544793e+00 2.59335192e-05\n",
      "  5.18402828e-05]\n",
      " [4.10540905e-05 4.12400345e-07 5.23137855e-08 5.02417200e-07\n",
      "  5.23137855e-08 3.29106301e-07 5.23137855e-08 1.81246497e-05\n",
      "  6.66653516e+00]\n",
      " [2.33022733e+00 7.63112774e-06 1.50580679e-02 5.23137855e-08\n",
      "  1.31004118e+00 5.23137855e-08 3.47247016e+00 5.39085017e-03\n",
      "  8.54614759e-06]\n",
      " [1.32533791e-05 8.62002200e-05 1.21119123e-06 1.37391262e-06\n",
      "  5.23137855e-08 1.59996867e+01 5.04588332e-06 3.10190512e-07\n",
      "  5.23137855e-08]\n",
      " [2.75184714e-03 1.58050514e-05 1.82291451e-05 4.66753926e-07\n",
      "  2.60649191e-04 5.23137855e-08 4.79966806e-06 4.70071562e+00\n",
      "  2.08040428e-06]\n",
      " [1.14960061e-05 1.58513673e+00 1.05145769e-05 1.21955474e+01\n",
      "  1.31023627e-06 3.47512538e-07 5.23137855e-08 1.49191166e-07\n",
      "  5.20482080e-07]\n",
      " [7.52627506e-03 5.39956563e-06 7.25202401e+00 1.65242771e-05\n",
      "  2.61193934e-07 6.78954909e-05 8.93259621e-07 5.23137855e-08\n",
      "  5.73975747e-06]\n",
      " [1.71912853e-05 3.04880954e+00 8.28131767e-05 1.35868716e+00\n",
      "  9.16889911e-06 4.90560528e-06 6.00875600e-07 8.76172770e-06\n",
      "  5.23137855e-08]]\n",
      "122\n",
      "====================================================================================================\n",
      "Iteration number 122 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[4.70824069e-08 4.15134030e-06 2.51290677e-06 4.25821137e-07\n",
      "  3.75479636e+00 4.30213904e-07 1.17192167e+00 6.15284109e-06\n",
      "  4.70824069e-08]\n",
      " [1.11793609e+00 4.70824069e-08 1.89465388e-07 5.53696224e-06\n",
      "  1.47772444e-01 9.21174062e-07 3.53756980e+00 2.33401673e-05\n",
      "  4.66562545e-05]\n",
      " [3.69486814e-05 3.71160311e-07 4.70824069e-08 4.52175480e-07\n",
      "  4.70824069e-08 2.96195671e-07 4.70824069e-08 1.63121847e-05\n",
      "  6.66654831e+00]\n",
      " [2.19720460e+00 6.86801497e-06 1.35522611e-02 4.70824069e-08\n",
      "  1.51237040e+00 4.70824069e-08 3.52522315e+00 4.85176516e-03\n",
      "  7.69153283e-06]\n",
      " [1.19280412e-05 7.75801980e-05 1.09007210e-06 1.23652136e-06\n",
      "  4.70824069e-08 1.59997180e+01 4.54129499e-06 2.79171461e-07\n",
      "  4.70824069e-08]\n",
      " [2.47666243e-03 1.42245463e-05 1.64062306e-05 4.20078533e-07\n",
      "  2.34584272e-04 4.70824069e-08 4.31970125e-06 4.70123229e+00\n",
      "  1.87236385e-06]\n",
      " [1.03464055e-05 1.59328973e+00 9.46311920e-06 1.21759927e+01\n",
      "  1.17921264e-06 3.12761284e-07 4.70824069e-08 1.34272049e-07\n",
      "  4.68433872e-07]\n",
      " [6.77364755e-03 4.85960906e-06 7.25409433e+00 1.48718494e-05\n",
      "  2.35074540e-07 6.11059419e-05 8.03933659e-07 4.70824069e-08\n",
      "  5.16578172e-06]\n",
      " [1.54721568e-05 3.04392859e+00 7.45318590e-05 1.36567559e+00\n",
      "  8.25200920e-06 4.41504475e-06 5.40788040e-07 7.88555493e-06\n",
      "  4.70824069e-08]]\n",
      "123\n",
      "====================================================================================================\n",
      "Iteration number 123 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[4.23741662e-08 3.73620627e-06 2.26161609e-06 3.83239024e-07\n",
      "  3.75431672e+00 3.87192514e-07 1.17237657e+00 5.53755698e-06\n",
      "  4.23741662e-08]\n",
      " [1.09989248e+00 4.23741662e-08 1.70518850e-07 4.98326602e-06\n",
      "  1.32995200e-01 8.29056656e-07 3.60047949e+00 2.10061506e-05\n",
      "  4.19906290e-05]\n",
      " [3.32538133e-05 3.34044280e-07 4.23741662e-08 4.06957932e-07\n",
      "  4.23741662e-08 2.66576104e-07 4.23741662e-08 1.46809663e-05\n",
      "  6.66656014e+00]\n",
      " [2.22748414e+00 6.18121347e-06 1.21970350e-02 4.23741662e-08\n",
      "  1.52780002e+00 4.23741662e-08 3.37270083e+00 4.36658864e-03\n",
      "  6.92237955e-06]\n",
      " [1.07352371e-05 6.98221782e-05 9.81064893e-07 1.11286922e-06\n",
      "  4.23741662e-08 1.59997462e+01 4.08716549e-06 2.51254315e-07\n",
      "  4.23741662e-08]\n",
      " [2.22899619e-03 1.28020917e-05 1.47656075e-05 3.78070680e-07\n",
      "  2.11125845e-04 4.23741662e-08 3.88773113e-06 4.70169730e+00\n",
      "  1.68512747e-06]\n",
      " [9.31176493e-06 1.51729409e+00 8.51680728e-06 1.23583934e+01\n",
      "  1.06129138e-06 2.81485155e-07 4.23741662e-08 1.20844844e-07\n",
      "  4.21590485e-07]\n",
      " [6.09628280e-03 4.37364816e-06 7.25595763e+00 1.33846644e-05\n",
      "  2.11567086e-07 5.49953477e-05 7.23540293e-07 4.23741662e-08\n",
      "  4.64920355e-06]\n",
      " [1.39249411e-05 3.08953573e+00 6.70786731e-05 1.30053660e+00\n",
      "  7.42680828e-06 3.97354028e-06 4.86709236e-07 7.09699944e-06\n",
      "  4.23741662e-08]]\n",
      "124\n",
      "====================================================================================================\n",
      "Iteration number 124 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.81367496e-08 3.36258564e-06 2.03545448e-06 3.44915121e-07\n",
      "  3.69138505e+00 3.48473262e-07 1.23160950e+00 4.98380128e-06\n",
      "  3.81367496e-08]\n",
      " [1.14615324e+00 3.81367496e-08 1.53466965e-07 4.48493942e-06\n",
      "  1.19695680e-01 7.46150991e-07 3.49043154e+00 1.89055355e-05\n",
      "  3.77915661e-05]\n",
      " [2.99284320e-05 3.00639852e-07 3.81367496e-08 3.66262139e-07\n",
      "  3.81367496e-08 2.39918494e-07 3.81367496e-08 1.32128696e-05\n",
      "  6.66657080e+00]\n",
      " [2.15473572e+00 5.56309213e-06 1.09773315e-02 3.81367496e-08\n",
      "  1.62502002e+00 3.81367496e-08 3.43543075e+00 3.92992978e-03\n",
      "  6.23014159e-06]\n",
      " [9.66171339e-06 6.28399604e-05 8.82958403e-07 1.00158230e-06\n",
      "  3.81367496e-08 1.59997716e+01 3.67844894e-06 2.26128883e-07\n",
      "  3.81367496e-08]\n",
      " [2.00609657e-03 1.15218825e-05 1.32890468e-05 3.40263612e-07\n",
      "  1.90013260e-04 3.81367496e-08 3.49895801e-06 4.70211581e+00\n",
      "  1.51661472e-06]\n",
      " [8.38058844e-06 1.53223134e+00 7.66512655e-06 1.23225541e+01\n",
      "  9.55162241e-07 2.53336640e-07 3.81367496e-08 1.08760360e-07\n",
      "  3.79431436e-07]\n",
      " [5.48665452e-03 3.93628334e-06 7.25763459e+00 1.20461980e-05\n",
      "  1.90410378e-07 4.94958129e-05 6.51186264e-07 3.81367496e-08\n",
      "  4.18428320e-06]\n",
      " [1.25324470e-05 3.08058215e+00 6.03708058e-05 1.31334008e+00\n",
      "  6.68412745e-06 3.57618625e-06 4.38038312e-07 6.38729949e-06\n",
      "  3.81367496e-08]]\n",
      "125\n",
      "====================================================================================================\n",
      "Iteration number 125 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[3.43230747e-08 3.02632708e-06 1.83190904e-06 3.10423609e-07\n",
      "  3.57224655e+00 3.13625936e-07 1.34374267e+00 4.48542115e-06\n",
      "  3.43230747e-08]\n",
      " [1.18778791e+00 3.43230747e-08 1.38120268e-07 4.03644547e-06\n",
      "  1.07726112e-01 6.71535892e-07 3.39138839e+00 1.70149820e-05\n",
      "  3.40124095e-05]\n",
      " [2.69355888e-05 2.70575867e-07 3.43230747e-08 3.29635925e-07\n",
      "  3.43230747e-08 2.15926644e-07 3.43230747e-08 1.18915827e-05\n",
      "  6.66658038e+00]\n",
      " [2.08926215e+00 5.00678291e-06 9.87959836e-03 3.43230747e-08\n",
      "  1.79585135e+00 3.43230747e-08 3.29188767e+00 3.53693680e-03\n",
      "  5.60712744e-06]\n",
      " [8.69554205e-06 5.65559643e-05 7.94662563e-07 9.01424069e-07\n",
      "  3.43230747e-08 1.59997945e+01 3.31060405e-06 2.03515995e-07\n",
      "  3.43230747e-08]\n",
      " [1.80548691e-03 1.03696942e-05 1.19601421e-05 3.06237251e-07\n",
      "  1.71011934e-04 3.43230747e-08 3.14906221e-06 4.70249246e+00\n",
      "  1.36495325e-06]\n",
      " [7.54252959e-06 1.46234154e+00 6.89861390e-06 1.24902987e+01\n",
      "  8.59646017e-07 2.28002976e-07 3.43230747e-08 9.78843240e-08\n",
      "  3.41488293e-07]\n",
      " [4.93798907e-03 3.54265501e-06 7.25914386e+00 1.08415782e-05\n",
      "  1.71369340e-07 4.45462316e-05 5.86067637e-07 3.43230747e-08\n",
      "  3.76585488e-06]\n",
      " [1.12792023e-05 3.12252394e+00 5.43337252e-05 1.25343464e+00\n",
      "  6.01571471e-06 3.21856763e-06 3.94234481e-07 5.74856954e-06\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  3.43230747e-08]]\n",
      "126\n",
      "====================================================================================================\n",
      "Iteration number 126 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.08907672e-08 2.72369437e-06 1.64871813e-06 2.79381248e-07\n",
      "  3.46502189e+00 2.82263342e-07 1.44466252e+00 4.03687904e-06\n",
      "  3.08907672e-08]\n",
      " [1.22525912e+00 3.08907672e-08 1.24308241e-07 3.63280093e-06\n",
      "  9.69535008e-02 6.04382302e-07 3.30224955e+00 1.53134838e-05\n",
      "  3.06111686e-05]\n",
      " [2.42420299e-05 2.43518280e-07 3.08907672e-08 2.96672332e-07\n",
      "  3.08907672e-08 1.94333980e-07 3.08907672e-08 1.07024244e-05\n",
      "  6.66658901e+00]\n",
      " [2.03033594e+00 4.50610462e-06 8.89163853e-03 3.08907672e-08\n",
      "  1.94959955e+00 3.08907672e-08 3.16269891e+00 3.18324312e-03\n",
      "  5.04641469e-06]\n",
      " [7.82598784e-06 5.09003679e-05 7.15196307e-07 8.11281662e-07\n",
      "  3.08907672e-08 1.59998150e+01 2.97954364e-06 1.83164395e-07\n",
      "  3.08907672e-08]\n",
      " [1.62493822e-03 9.33272482e-06 1.07641279e-05 2.75613525e-07\n",
      "  1.53910741e-04 3.08907672e-08 2.83415599e-06 4.70283145e+00\n",
      "  1.22845792e-06]\n",
      " [6.78827663e-06 1.39944072e+00 6.20875251e-06 1.26412688e+01\n",
      "  7.73681415e-07 2.05202678e-07 3.08907672e-08 8.80958916e-08\n",
      "  3.07339464e-07]\n",
      " [4.44419016e-03 3.18838951e-06 7.26050220e+00 9.75742036e-06\n",
      "  1.54232406e-07 4.00916084e-05 5.27460874e-07 3.08907672e-08\n",
      "  3.38926939e-06]\n",
      " [1.01512821e-05 3.16027154e+00 4.89003527e-05 1.19951975e+00\n",
      "  5.41414324e-06 2.89671086e-06 3.54811033e-07 5.17371259e-06\n",
      "  3.08907672e-08]]\n",
      "127\n",
      "====================================================================================================\n",
      "Iteration number 127 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.78016905e-08 2.45132493e-06 1.48384632e-06 2.51443123e-07\n",
      "  3.49351970e+00 2.54037008e-07 1.41784332e+00 3.63319113e-06\n",
      "  2.78016905e-08]\n",
      " [1.22773321e+00 2.78016905e-08 1.11877417e-07 3.26952083e-06\n",
      "  1.70591484e-01 5.43944072e-07 3.22202459e+00 1.37821354e-05\n",
      "  2.75500517e-05]\n",
      " [2.18178269e-05 2.19166452e-07 2.78016905e-08 2.67005099e-07\n",
      "  2.78016905e-08 1.74900582e-07 2.78016905e-08 9.63218196e-06\n",
      "  6.66659678e+00]\n",
      " [2.02730234e+00 4.05549416e-06 8.00247467e-03 2.78016905e-08\n",
      "  1.83797293e+00 2.78016905e-08 3.44642902e+00 2.86491881e-03\n",
      "  4.54177322e-06]\n",
      " [7.04338906e-06 4.58103311e-05 6.43676676e-07 7.30153496e-07\n",
      "  2.78016905e-08 1.59998335e+01 2.68158928e-06 1.64847956e-07\n",
      "  2.78016905e-08]\n",
      " [1.46244440e-03 8.39945234e-06 9.68771511e-06 2.48052173e-07\n",
      "  1.38519667e-04 2.78016905e-08 2.55074039e-06 4.70313654e+00\n",
      "  1.10561213e-06]\n",
      " [6.10944897e-06 1.59282998e+00 5.58787726e-06 1.21771419e+01\n",
      "  6.96313274e-07 1.84682411e-07 2.78016905e-08 7.92863025e-08\n",
      "  2.76605517e-07]\n",
      " [3.99977114e-03 2.86955056e-06 7.26172471e+00 8.78167833e-06\n",
      "  1.38809165e-07 3.60824476e-05 4.74714786e-07 2.78016905e-08\n",
      "  3.05034245e-06]\n",
      " [9.13615387e-06 3.04424439e+00 4.40103174e-05 1.36528206e+00\n",
      "  4.87272891e-06 2.60703978e-06 3.19329930e-07 4.65634133e-06\n",
      "  2.78016905e-08]]\n",
      "128\n",
      "====================================================================================================\n",
      "Iteration number 128 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.50215214e-08 2.20619244e-06 1.33546169e-06 2.26298811e-07\n",
      "  3.58166773e+00 2.28633307e-07 1.33488252e+00 3.26987202e-06\n",
      "  2.50215214e-08]\n",
      " [1.26120989e+00 2.50215214e-08 1.00689675e-07 2.94256875e-06\n",
      "  1.53532336e-01 4.89549665e-07 3.14982213e+00 1.24039219e-05\n",
      "  2.47950465e-05]\n",
      " [1.96360442e-05 1.97249807e-07 2.50215214e-08 2.40304589e-07\n",
      "  2.50215214e-08 1.57410524e-07 2.50215214e-08 8.66896376e-06\n",
      "  6.66660377e+00]\n",
      " [1.97457211e+00 3.64994474e-06 7.20222721e-03 2.50215214e-08\n",
      "  1.73750897e+00 2.50215214e-08 3.90178611e+00 2.57842693e-03\n",
      "  4.08759590e-06]\n",
      " [6.33905015e-06 4.12292980e-05 5.79309008e-07 6.57138146e-07\n",
      "  2.50215214e-08 1.59998502e+01 2.41343035e-06 1.48363160e-07\n",
      "  2.50215214e-08]\n",
      " [1.31619996e-03 7.55950710e-06 8.71894360e-06 2.23246956e-07\n",
      "  1.24667700e-04 2.50215214e-08 2.29566635e-06 4.70341112e+00\n",
      "  9.95050919e-07]\n",
      " [5.49850407e-06 1.76688032e+00 5.02908953e-06 1.17594277e+01\n",
      "  6.26681946e-07 1.66214169e-07 2.50215214e-08 7.13576722e-08\n",
      "  2.48944965e-07]\n",
      " [3.59979403e-03 2.58259550e-06 7.26282496e+00 7.90351049e-06\n",
      "  1.24928249e-07 3.24742028e-05 4.27243308e-07 2.50215214e-08\n",
      "  2.74530820e-06]\n",
      " [8.22253848e-06 2.93981995e+00 3.96092857e-05 1.51446814e+00\n",
      "  4.38545602e-06 2.34633580e-06 2.87396937e-07 4.19070720e-06\n",
      "  2.50215214e-08]]\n",
      "129\n",
      "====================================================================================================\n",
      "Iteration number 129 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.25193693e-08 1.98557319e-06 1.20191552e-06 2.03668930e-07\n",
      "  3.66100096e+00 2.05769977e-07 1.26021780e+00 2.94288482e-06\n",
      "  2.25193693e-08]\n",
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      "  1.38179102e-01 4.40594698e-07 3.33483992e+00 1.11635297e-05\n",
      "  2.23155419e-05]\n",
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      "  2.25193693e-08 1.41669471e-07 2.25193693e-08 7.80206739e-06\n",
      "  6.66661006e+00]\n",
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      "  3.67883631e-06]\n",
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      "  2.25193693e-08 1.59998651e+01 2.17208732e-06 1.33526844e-07\n",
      "  2.25193693e-08]\n",
      " [1.18457996e-03 6.80355639e-06 7.84704924e-06 2.00922260e-07\n",
      "  1.12200930e-04 2.25193693e-08 2.06609972e-06 4.70365824e+00\n",
      "  8.95545827e-07]\n",
      " [4.94865367e-06 1.67352562e+00 4.52618058e-06 1.19834850e+01\n",
      "  5.64013752e-07 1.49592753e-07 2.25193693e-08 6.42219050e-08\n",
      "  2.24050469e-07]\n",
      " [3.23981463e-03 2.32433595e-06 7.26381520e+00 7.11315944e-06\n",
      "  1.12435424e-07 2.92267826e-05 3.84518977e-07 2.25193693e-08\n",
      "  2.47077738e-06]\n",
      " [7.40028463e-06 2.99583796e+00 3.56483571e-05 1.43444990e+00\n",
      "  3.94691042e-06 2.11170222e-06 2.58657243e-07 3.77163648e-06\n",
      "  2.25193693e-08]]\n",
      "130\n",
      "====================================================================================================\n",
      "Iteration number 130 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.02674324e-08 1.78701588e-06 1.08172397e-06 1.83302037e-07\n",
      "  3.73240086e+00 1.85192979e-07 1.19301955e+00 2.64859634e-06\n",
      "  2.02674324e-08]\n",
      " [1.10908001e+00 2.02674324e-08 8.15586371e-08 2.38348069e-06\n",
      "  1.24361192e-01 3.96535229e-07 3.58468926e+00 1.00471767e-05\n",
      "  2.00839877e-05]\n",
      " [1.59051958e-05 1.59772343e-07 2.02674324e-08 1.94646717e-07\n",
      "  2.02674324e-08 1.27502524e-07 2.02674324e-08 7.02186065e-06\n",
      "  6.66661572e+00]\n",
      " [2.21940341e+00 2.95645524e-06 5.83380404e-03 2.02674324e-08\n",
      "  1.56571560e+00 2.02674324e-08 3.34044675e+00 2.08852581e-03\n",
      "  3.31095268e-06]\n",
      " [5.13463062e-06 3.33957314e-05 4.69240297e-07 5.32281899e-07\n",
      "  2.02674324e-08 1.59998786e+01 1.95487858e-06 1.20174160e-07\n",
      "  2.02674324e-08]\n",
      " [1.06612197e-03 6.12320075e-06 7.06234431e-06 1.80830034e-07\n",
      "  1.00980837e-04 2.02674324e-08 1.85948975e-06 4.70388065e+00\n",
      "  8.05991244e-07]\n",
      " [4.45378830e-06 1.50617306e+00 4.07356252e-06 1.23851365e+01\n",
      "  5.07612377e-07 1.34633477e-07 2.02674324e-08 5.77997145e-08\n",
      "  2.01645422e-07]\n",
      " [2.91583316e-03 2.09190236e-06 7.26470640e+00 6.40184350e-06\n",
      "  1.01191882e-07 2.63041043e-05 3.46067079e-07 2.02674324e-08\n",
      "  2.22369965e-06]\n",
      " [6.66025617e-06 3.09625416e+00 3.20835214e-05 1.29100491e+00\n",
      "  3.55221938e-06 1.90053200e-06 2.32791519e-07 3.39447283e-06\n",
      "  2.02674324e-08]]\n",
      "131\n",
      "====================================================================================================\n",
      "Iteration number 131 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.82406891e-08 1.60831429e-06 9.73551570e-07 1.64971833e-07\n",
      "  3.73416078e+00 1.66673681e-07 1.19136465e+00 2.38373670e-06\n",
      "  1.82406891e-08]\n",
      " [1.12317201e+00 1.82406891e-08 7.34027734e-08 2.14513262e-06\n",
      "  1.11925073e-01 3.56881706e-07 3.55955367e+00 9.04245903e-06\n",
      "  1.80755889e-05]\n",
      " [1.43146762e-05 1.43795109e-07 1.82406891e-08 1.75182046e-07\n",
      "  1.82406891e-08 1.14752272e-07 1.82406891e-08 6.31967458e-06\n",
      "  6.66662081e+00]\n",
      " [2.19746307e+00 2.66080972e-06 5.25042363e-03 1.82406891e-08\n",
      "  1.57581071e+00 1.82406891e-08 3.40640208e+00 1.87967323e-03\n",
      "  2.97985741e-06]\n",
      " [4.62116756e-06 3.00561582e-05 4.22316267e-07 4.79053709e-07\n",
      "  1.82406891e-08 1.59998908e+01 1.75939073e-06 1.08156744e-07\n",
      "  1.82406891e-08]\n",
      " [9.59509769e-04 5.51088068e-06 6.35610988e-06 1.62747031e-07\n",
      "  9.08827534e-05 1.82406891e-08 1.67354077e-06 4.70408082e+00\n",
      "  7.25392120e-07]\n",
      " [4.00840947e-06 1.52222242e+00 3.66620627e-06 1.23466228e+01\n",
      "  4.56851139e-07 1.21170130e-07 1.82406891e-08 5.20197430e-08\n",
      "  1.81480880e-07]\n",
      " [2.62424985e-03 1.88271212e-06 7.26550849e+00 5.76165915e-06\n",
      "  9.10726934e-08 2.36736939e-05 3.11460371e-07 1.82406891e-08\n",
      "  2.00132968e-06]\n",
      " [5.99423055e-06 3.08662874e+00 2.88751693e-05 1.30476156e+00\n",
      "  3.19699744e-06 1.71047880e-06 2.09512367e-07 3.05502555e-06\n",
      "  1.82406891e-08]]\n",
      "132\n",
      "====================================================================================================\n",
      "Iteration number 132 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.64166202e-08 1.44748286e-06 8.76196413e-07 1.48474650e-07\n",
      "  3.79824470e+00 1.50006313e-07 1.13105172e+00 2.14536303e-06\n",
      "  1.64166202e-08]\n",
      " [1.16710481e+00 1.64166202e-08 6.60624961e-08 1.93061936e-06\n",
      "  1.00732565e-01 3.21193535e-07 3.45359830e+00 8.13821313e-06\n",
      "  1.62680300e-05]\n",
      " [1.28832086e-05 1.29415598e-07 1.64166202e-08 1.57663841e-07\n",
      "  1.64166202e-08 1.03277045e-07 1.64166202e-08 5.68770712e-06\n",
      "  6.66662540e+00]\n",
      " [2.12771676e+00 2.39472875e-06 4.72538127e-03 1.64166202e-08\n",
      "  1.50156297e+00 1.64166202e-08 3.86576187e+00 1.69170591e-03\n",
      "  2.68187167e-06]\n",
      " [4.15905081e-06 2.70505424e-05 3.80084640e-07 4.31148338e-07\n",
      "  1.64166202e-08 1.59999017e+01 1.58345165e-06 9.73410694e-08\n",
      "  1.64166202e-08]\n",
      " [8.63558792e-04 4.95979261e-06 5.72049889e-06 1.46472328e-07\n",
      "  8.17944781e-05 1.64166202e-08 1.50618669e-06 4.70426098e+00\n",
      "  6.52852908e-07]\n",
      " [3.60756852e-06 1.70333351e+00 3.29958564e-06 1.19119605e+01\n",
      "  4.11166025e-07 1.09053117e-07 1.64166202e-08 4.68177687e-08\n",
      "  1.63332792e-07]\n",
      " [2.36182486e-03 1.69444091e-06 7.26623037e+00 5.18549324e-06\n",
      "  8.19654241e-08 2.13063245e-05 2.80314334e-07 1.64166202e-08\n",
      "  1.80119671e-06]\n",
      " [5.39480750e-06 2.97796587e+00 2.59876523e-05 1.45999969e+00\n",
      "  2.87729770e-06 1.53943092e-06 1.88561130e-07 2.74952299e-06\n",
      "  1.64166202e-08]]\n",
      "133\n",
      "====================================================================================================\n",
      "Iteration number 133 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.47749582e-08 1.30273457e-06 7.88576772e-07 1.33627185e-07\n",
      "  3.79342023e+00 1.35005682e-07 1.13559360e+00 1.93082673e-06\n",
      "  1.47749582e-08]\n",
      " [1.23789433e+00 1.47749582e-08 5.94562465e-08 1.73755742e-06\n",
      "  9.06593089e-02 2.89074182e-07 3.27490514e+00 7.32439181e-06\n",
      "  1.46412270e-05]\n",
      " [1.15948877e-05 1.16474038e-07 1.47749582e-08 1.41897457e-07\n",
      "  1.47749582e-08 9.29493401e-08 1.47749582e-08 5.11893641e-06\n",
      "  6.66662952e+00]\n",
      " [2.01494508e+00 2.15525587e-06 4.25284314e-03 1.47749582e-08\n",
      "  1.51807334e+00 1.47749582e-08 4.27918568e+00 1.52253532e-03\n",
      "  2.41368450e-06]\n",
      " [3.74314573e-06 2.43454882e-05 3.42076176e-07 3.88033504e-07\n",
      "  1.47749582e-08 1.59999115e+01 1.42510649e-06 8.76069625e-08\n",
      "  1.47749582e-08]\n",
      " [7.77202913e-04 4.46381335e-06 5.14844900e-06 1.31825095e-07\n",
      "  7.36150303e-05 1.47749582e-08 1.35556802e-06 4.70442312e+00\n",
      "  5.87567617e-07]\n",
      " [3.24681167e-06 1.86633349e+00 2.96962708e-06 1.15207645e+01\n",
      "  3.70049423e-07 9.81478049e-08 1.47749582e-08 4.21359919e-08\n",
      "  1.46999513e-07]\n",
      " [2.12564238e-03 1.52499682e-06 7.26688006e+00 4.66694391e-06\n",
      "  7.37688817e-08 1.91756920e-05 2.52282901e-07 1.47749582e-08\n",
      "  1.62107704e-06]\n",
      " [4.85532675e-06 2.88016928e+00 2.33888871e-05 1.59971401e+00\n",
      "  2.58956793e-06 1.38548783e-06 1.69705017e-07 2.47457069e-06\n",
      "  1.47749582e-08]]\n",
      "134\n",
      "====================================================================================================\n",
      "Iteration number 134 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.32974624e-08 1.17246112e-06 7.09719095e-07 1.20264466e-07\n",
      "  3.91407821e+00 1.21505113e-07 1.02203424e+00 1.73774406e-06\n",
      "  1.32974624e-08]\n",
      " [1.20785489e+00 1.32974624e-08 5.35106218e-08 1.56380168e-06\n",
      "  8.15933780e-02 2.60166763e-07 3.36408129e+00 6.59195263e-06\n",
      "  1.31771043e-05]\n",
      " [1.04353990e-05 1.04826635e-07 1.32974624e-08 1.27707711e-07\n",
      "  1.32974624e-08 8.36544061e-08 1.32974624e-08 4.60704277e-06\n",
      "  6.66663324e+00]\n",
      " [2.06345058e+00 1.93973028e-06 3.82755883e-03 1.32974624e-08\n",
      "  1.36626600e+00 1.32974624e-08 4.45126711e+00 1.37028178e-03\n",
      "  2.17231605e-06]\n",
      " [3.36883115e-06 2.19109394e-05 3.07868559e-07 3.49230154e-07\n",
      "  1.32974624e-08 1.59999204e+01 1.28259584e-06 7.88462662e-08\n",
      "  1.32974624e-08]\n",
      " [6.99482622e-04 4.01743201e-06 4.63360410e-06 1.18642585e-07\n",
      "  6.62535273e-05 1.32974624e-08 1.22001122e-06 4.70456904e+00\n",
      "  5.28810855e-07]\n",
      " [2.92213050e-06 1.92970014e+00 2.67266437e-06 1.13686880e+01\n",
      "  3.33044480e-07 8.83330244e-08 1.32974624e-08 3.79223927e-08\n",
      "  1.32299561e-07]\n",
      " [1.91307814e-03 1.37249714e-06 7.26746478e+00 4.20024952e-06\n",
      "  6.63919935e-08 1.72581228e-05 2.27054611e-07 1.32974624e-08\n",
      "  1.45896934e-06]\n",
      " [4.36979407e-06 2.84215235e+00 2.10499984e-05 1.65402832e+00\n",
      "  2.33061113e-06 1.24693904e-06 1.52734515e-07 2.22711362e-06\n",
      "  1.32974624e-08]]\n",
      "135\n",
      "====================================================================================================\n",
      "Iteration number 135 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.19677161e-08 1.05521500e-06 6.38747185e-07 1.08238020e-07\n",
      "  3.89767039e+00 1.09354602e-07 1.03747788e+00 1.56396965e-06\n",
      "  1.19677161e-08]\n",
      " [1.24331940e+00 1.19677161e-08 4.81595596e-08 1.40742151e-06\n",
      "  7.34340402e-02 2.34150087e-07 3.27767316e+00 5.93275737e-06\n",
      "  1.18593939e-05]\n",
      " [9.39185908e-06 9.43439711e-08 1.19677161e-08 1.14936940e-07\n",
      "  1.19677161e-08 7.52889655e-08 1.19677161e-08 4.14633849e-06\n",
      "  6.66663658e+00]\n",
      " [2.00710552e+00 1.74575726e-06 3.44480295e-03 1.19677161e-08\n",
      "  1.39630607e+00 1.19677161e-08 4.60614040e+00 1.23325361e-03\n",
      "  1.95508445e-06]\n",
      " [3.03194804e-06 1.97198454e-05 2.77081703e-07 3.14307138e-07\n",
      "  1.19677161e-08 1.59999283e+01 1.15433626e-06 7.09616396e-08\n",
      "  1.19677161e-08]\n",
      " [6.29534360e-04 3.61568881e-06 4.17024369e-06 1.06778327e-07\n",
      "  5.96281745e-05 1.19677161e-08 1.09801010e-06 4.70470037e+00\n",
      "  4.75929770e-07]\n",
      " [2.62991745e-06 1.98673013e+00 2.40539793e-06 1.12318192e+01\n",
      "  2.99740032e-07 7.94997220e-08 1.19677161e-08 3.41301534e-08\n",
      "  1.19069605e-07]\n",
      " [1.72177032e-03 1.23524742e-06 7.26799103e+00 3.78022457e-06\n",
      "  5.97527941e-08 1.55323106e-05 2.04349150e-07 1.19677161e-08\n",
      "  1.31307240e-06]\n",
      " [3.93281467e-06 2.80793712e+00 1.89449985e-05 1.70291120e+00\n",
      "  2.09755002e-06 1.12224514e-06 1.37461064e-07 2.00440226e-06\n",
      "  1.19677161e-08]]\n",
      "136\n",
      "====================================================================================================\n",
      "Iteration number 136 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.07709445e-08 9.49693504e-07 5.74872467e-07 9.74142178e-08\n",
      "  3.88290335e+00 9.84191419e-08 1.05137715e+00 1.40757269e-06\n",
      "  1.07709445e-08]\n",
      " [1.27523746e+00 1.07709445e-08 4.33436037e-08 1.26667936e-06\n",
      "  6.60906362e-02 2.10735078e-07 3.19990585e+00 5.33948163e-06\n",
      "  1.06734545e-05]\n",
      " [8.45267317e-06 8.49095740e-08 1.07709445e-08 1.03443246e-07\n",
      "  1.07709445e-08 6.77600690e-08 1.07709445e-08 3.73170464e-06\n",
      "  6.66663959e+00]\n",
      " [1.95639497e+00 1.57118153e-06 3.10032265e-03 1.07709445e-08\n",
      "  1.42334213e+00 1.07709445e-08 4.74552636e+00 1.10992825e-03\n",
      "  1.75957600e-06]\n",
      " [2.72875323e-06 1.77478609e-05 2.49373533e-07 2.82876424e-07\n",
      "  1.07709445e-08 1.59999355e+01 1.03890263e-06 6.38654756e-08\n",
      "  1.07709445e-08]\n",
      " [5.66580924e-04 3.25411993e-06 3.75321932e-06 9.61004941e-08\n",
      "  5.36653571e-05 1.07709445e-08 9.88209090e-07 4.70481857e+00\n",
      "  4.28336793e-07]\n",
      " [2.36692571e-06 2.03805712e+00 2.16485814e-06 1.11086373e+01\n",
      "  2.69766029e-07 7.15497498e-08 1.07709445e-08 3.07171381e-08\n",
      "  1.07162645e-07]\n",
      " [1.54959329e-03 1.11172268e-06 7.26846465e+00 3.40220211e-06\n",
      "  5.37775147e-08 1.39790795e-05 1.83914235e-07 1.07709445e-08\n",
      "  1.18176516e-06]\n",
      " [3.53953320e-06 2.77714341e+00 1.70504987e-05 1.74690580e+00\n",
      "  1.88779502e-06 1.01002063e-06 1.23714957e-07 1.80396204e-06\n",
      "  1.07709445e-08]]\n",
      "137\n",
      "====================================================================================================\n",
      "Iteration number 137 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[9.69385007e-09 8.54724153e-07 5.17385220e-07 8.76727961e-08\n",
      "  3.93211301e+00 8.85772277e-08 1.00506296e+00 1.26681542e-06\n",
      "  9.69385007e-09]\n",
      " [1.27271372e+00 9.69385007e-09 3.90092433e-08 1.14001142e-06\n",
      "  5.94815725e-02 1.89661571e-07 3.21324859e+00 4.80553347e-06\n",
      "  9.60610906e-06]\n",
      " [7.60740585e-06 7.64186166e-08 9.69385007e-09 9.30989215e-08\n",
      "  9.69385007e-09 6.09840621e-08 9.69385007e-09 3.35853418e-06\n",
      "  6.66664230e+00]\n",
      " [1.96075547e+00 1.41406338e-06 2.79029039e-03 9.69385007e-09\n",
      "  1.36434125e+00 9.69385007e-09 4.87097373e+00 9.98935421e-04\n",
      "  1.58361840e-06]\n",
      " [2.45587791e-06 1.59730748e-05 2.24436179e-07 2.54588782e-07\n",
      "  9.69385007e-09 1.59999419e+01 9.35012367e-07 5.74789281e-08\n",
      "  9.69385007e-09]\n",
      " [5.09922831e-04 2.92870794e-06 3.37789739e-06 8.64904447e-08\n",
      "  4.82988214e-05 9.69385007e-09 8.89388181e-07 4.70492495e+00\n",
      "  3.85503114e-07]\n",
      " [2.13023314e-06 2.08425140e+00 1.94837232e-06 1.09977736e+01\n",
      "  2.42789426e-07 6.43947748e-08 9.69385007e-09 2.76454243e-08\n",
      "  9.64463802e-08]\n",
      " [1.39463396e-03 1.00055041e-06 7.26889092e+00 3.06198190e-06\n",
      "  4.83997633e-08 1.25811715e-05 1.65522811e-07 9.69385007e-09\n",
      "  1.06358865e-06]\n",
      " [3.18557988e-06 2.74942907e+00 1.53454488e-05 1.78650093e+00\n",
      "  1.69901552e-06 9.09018563e-07 1.11343462e-07 1.62356583e-06\n",
      "  9.69385007e-09]]\n",
      "138\n",
      "====================================================================================================\n",
      "Iteration number 138 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[8.72446506e-09 7.69251738e-07 4.65646698e-07 7.89055165e-08\n",
      "  3.91390171e+00 7.97195049e-08 1.02220373e+00 1.14013388e-06\n",
      "  8.72446506e-09]\n",
      " [1.27044235e+00 8.72446506e-09 3.51083190e-08 1.02601028e-06\n",
      "  1.36866749e-01 1.70695414e-07 3.14192374e+00 4.32498012e-06\n",
      "  8.64549815e-06]\n",
      " [6.84666527e-06 6.87767549e-08 8.72446506e-09 8.37890293e-08\n",
      "  8.72446506e-09 5.48856559e-08 8.72446506e-09 3.02268076e-06\n",
      "  6.66664473e+00]\n",
      " [1.96467992e+00 1.27265704e-06 2.51126135e-03 8.72446506e-09\n",
      "  1.31124046e+00 8.72446506e-09 4.98387635e+00 8.99041879e-04\n",
      "  1.42525656e-06]\n",
      " [2.21029012e-06 1.43757673e-05 2.01992561e-07 2.29129904e-07\n",
      "  8.72446506e-09 1.59999478e+01 8.41511130e-07 5.17310353e-08\n",
      "  8.72446506e-09]\n",
      " [4.58930548e-04 2.63583714e-06 3.04010765e-06 7.78414003e-08\n",
      "  4.34689392e-05 8.72446506e-09 8.00449363e-07 4.70502069e+00\n",
      "  3.46952802e-07]\n",
      " [1.91720982e-06 2.20915960e+00 1.75353509e-06 1.06979962e+01\n",
      "  2.18510484e-07 5.79552973e-08 8.72446506e-09 2.48808818e-08\n",
      "  8.68017422e-08]\n",
      " [1.25517057e-03 9.00495370e-07 7.26927455e+00 2.75578371e-06\n",
      "  4.35597869e-08 1.13230544e-05 1.48970530e-07 8.72446506e-09\n",
      "  9.57229783e-07]\n",
      " [2.86702189e-06 2.67448616e+00 1.38109039e-05 1.89356512e+00\n",
      "  1.52911396e-06 8.18116706e-07 1.00209116e-07 1.46120925e-06\n",
      "  8.72446506e-09]]\n",
      "139\n",
      "====================================================================================================\n",
      "Iteration number 139 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.85201855e-09 6.92326564e-07 4.19082028e-07 7.10149648e-08\n",
      "  3.89751154e+00 7.17475545e-08 1.03763041e+00 1.02612049e-06\n",
      "  7.85201855e-09]\n",
      " [1.29964811e+00 7.85201855e-09 3.15974871e-08 9.23409254e-07\n",
      "  1.23180074e-01 1.53625872e-07 3.07773136e+00 3.89248211e-06\n",
      "  7.78094834e-06]\n",
      " [6.16199874e-06 6.18990794e-08 7.85201855e-09 7.54101264e-08\n",
      "  7.85201855e-09 4.93970903e-08 7.85201855e-09 2.72041269e-06\n",
      "  6.66664693e+00]\n",
      " [1.91821193e+00 1.14539134e-06 2.26013521e-03 7.85201855e-09\n",
      "  1.34678308e+00 7.85201855e-09 5.08548872e+00 8.09137691e-04\n",
      "  1.28273091e-06]\n",
      " [1.98926111e-06 1.29381906e-05 1.81793305e-07 2.06216913e-07\n",
      "  7.85201855e-09 1.59999530e+01 7.57360017e-07 4.65579317e-08\n",
      "  7.85201855e-09]\n",
      " [4.13037493e-04 2.37225343e-06 2.73609689e-06 7.00572602e-08\n",
      "  3.91220453e-05 7.85201855e-09 7.20404426e-07 4.70510685e+00\n",
      "  3.12257522e-07]\n",
      " [1.72548884e-06 2.23824364e+00 1.57818158e-06 1.06281966e+01\n",
      "  1.96659435e-07 5.21597676e-08 7.85201855e-09 2.23927937e-08\n",
      "  7.81215680e-08]\n",
      " [1.12965351e-03 8.10445833e-07 7.26961982e+00 2.48020534e-06\n",
      "  3.92038082e-08 1.01907490e-05 1.34073477e-07 7.85201855e-09\n",
      "  8.61506804e-07]\n",
      " [2.58031970e-06 2.65703754e+00 1.24298135e-05 1.91849433e+00\n",
      "  1.37620257e-06 7.36305036e-07 9.01882040e-08 1.31508832e-06\n",
      "  7.85201855e-09]]\n",
      "140\n",
      "====================================================================================================\n",
      "Iteration number 140 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[7.06681670e-09 6.23093908e-07 3.77173825e-07 6.39134683e-08\n",
      "  3.88276039e+00 6.45727990e-08 1.05151443e+00 9.23508439e-07\n",
      "  7.06681670e-09]\n",
      " [1.32593330e+00 7.06681670e-09 2.84377384e-08 8.31068328e-07\n",
      "  1.10862066e-01 1.38263285e-07 3.01995823e+00 3.50323390e-06\n",
      "  7.00285350e-06]\n",
      " [5.54579887e-06 5.57091715e-08 7.06681670e-09 6.78691138e-08\n",
      "  7.06681670e-09 4.44573812e-08 7.06681670e-09 2.44837142e-06\n",
      "  6.66664890e+00]\n",
      " [1.87639074e+00 1.03085220e-06 2.03412169e-03 7.06681670e-09\n",
      "  1.37877144e+00 7.06681670e-09 5.17693985e+00 7.28223922e-04\n",
      "  1.15445782e-06]\n",
      " [1.79033500e-06 1.16443715e-05 1.63613975e-07 1.85595222e-07\n",
      "  7.06681670e-09 1.59999577e+01 6.81624015e-07 4.19021386e-08\n",
      "  7.06681670e-09]\n",
      " [3.71733744e-04 2.13502809e-06 2.46248720e-06 6.30515342e-08\n",
      "  3.52098408e-05 7.06681670e-09 6.48363984e-07 4.70518440e+00\n",
      "  2.81031770e-07]\n",
      " [1.55293996e-06 2.26441927e+00 1.42036342e-06 1.05653769e+01\n",
      "  1.76993492e-07 4.69437908e-08 7.06681670e-09 2.01535143e-08\n",
      "  7.03094112e-08]\n",
      " [1.01668816e-03 7.29401250e-07 7.26993057e+00 2.23218481e-06\n",
      "  3.52834274e-08 9.17167406e-06 1.20666129e-07 7.06681670e-09\n",
      "  7.75356124e-07]\n",
      " [2.32228773e-06 2.64133379e+00 1.11868322e-05 1.94093061e+00\n",
      "  1.23858231e-06 6.62674532e-07 8.11693836e-08 1.18357949e-06\n",
      "  7.06681670e-09]]\n",
      "141\n",
      "====================================================================================================\n",
      "Iteration number 141 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[6.36013503e-09 5.60784517e-07 3.39456443e-07 5.75221215e-08\n",
      "  3.86948435e+00 5.81155191e-08 1.06401005e+00 8.31157595e-07\n",
      "  6.36013503e-09]\n",
      " [1.38083997e+00 6.36013503e-09 2.55939645e-08 7.47961496e-07\n",
      "  9.97758597e-02 1.24436956e-07 2.88462907e+00 3.15291051e-06\n",
      "  6.30256815e-06]\n",
      " [4.99121898e-06 5.01382543e-08 6.36013503e-09 6.10822024e-08\n",
      "  6.36013503e-09 4.00116431e-08 6.36013503e-09 2.20353428e-06\n",
      "  6.66665068e+00]\n",
      " [1.78875166e+00 9.27766982e-07 1.83070952e-03 6.36013503e-09\n",
      "  1.40756096e+00 6.36013503e-09 5.45924586e+00 6.55401529e-04\n",
      "  1.03901203e-06]\n",
      " [1.61130150e-06 1.04799344e-05 1.47252577e-07 1.67035700e-07\n",
      "  6.36013503e-09 1.59999619e+01 6.13461614e-07 3.77119247e-08\n",
      "  6.36013503e-09]\n",
      " [3.34560370e-04 1.92152528e-06 2.21623848e-06 5.67463808e-08\n",
      "  3.16888567e-05 6.36013503e-09 5.83527585e-07 4.70525420e+00\n",
      "  2.52928593e-07]\n",
      " [1.39764596e-06 2.37131068e+00 1.27832708e-06 1.03088392e+01\n",
      "  1.59294142e-07 4.22494118e-08 6.36013503e-09 1.81381629e-08\n",
      "  6.32784701e-08]\n",
      " [9.15019343e-04 6.56461125e-07 7.27021024e+00 2.00896632e-06\n",
      "  3.17550847e-08 8.25450665e-06 1.08599516e-07 6.36013503e-09\n",
      "  6.97820511e-07]\n",
      " [2.09005896e-06 2.57720041e+00 1.00681490e-05 2.03255183e+00\n",
      "  1.11472408e-06 5.96407079e-07 7.30524452e-08 1.06522154e-06\n",
      "  6.36013503e-09]]\n",
      "142\n",
      "====================================================================================================\n",
      "Iteration number 142 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.72412153e-09 5.04706065e-07 3.05510799e-07 5.17699093e-08\n",
      "  3.73253591e+00 5.23039672e-08 1.19290316e+00 7.48041835e-07\n",
      "  5.72412153e-09]\n",
      " [1.49275597e+00 5.72412153e-09 2.30345681e-08 6.73165346e-07\n",
      "  8.97982738e-02 1.11993261e-07 2.59616616e+00 2.83761946e-06\n",
      "  5.67231134e-06]\n",
      " [4.49209708e-06 4.51244289e-08 5.72412153e-09 5.49739822e-08\n",
      "  5.72412153e-09 3.60104788e-08 5.72412153e-09 1.98318085e-06\n",
      "  6.66665228e+00]\n",
      " [1.60987650e+00 8.34990284e-07 1.64763857e-03 5.72412153e-09\n",
      "  1.60013820e+00 5.72412153e-09 5.71332128e+00 5.89861377e-04\n",
      "  9.35110830e-07]\n",
      " [1.45017135e-06 9.43194093e-06 1.32527320e-07 1.50332130e-07\n",
      "  5.72412153e-09 1.59999657e+01 5.52115452e-07 3.39407322e-08\n",
      "  5.72412153e-09]\n",
      " [3.01104333e-04 1.72937275e-06 1.99461463e-06 5.10717427e-08\n",
      "  2.85199710e-05 5.72412153e-09 5.25174827e-07 4.70531701e+00\n",
      "  2.27635734e-07]\n",
      " [1.25788137e-06 2.46751295e+00 1.15049437e-06 1.00779553e+01\n",
      "  1.43364728e-07 3.80244706e-08 5.72412153e-09 1.63243466e-08\n",
      "  5.69506231e-08]\n",
      " [8.23517409e-04 5.90815013e-07 7.27046194e+00 1.80806969e-06\n",
      "  2.85795762e-08 7.42905599e-06 9.77395648e-08 5.72412153e-09\n",
      "  6.28038460e-07]\n",
      " [1.88105306e-06 2.51948037e+00 9.06133408e-06 2.11501094e+00\n",
      "  1.00325167e-06 5.36766371e-07 6.57472007e-08 9.58699388e-07\n",
      "  5.72412153e-09]]\n",
      "143\n",
      "====================================================================================================\n",
      "Iteration number 143 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.15170937e-09 4.54235459e-07 2.74959719e-07 4.65929184e-08\n",
      "  3.79678232e+00 4.70735705e-08 1.13243637e+00 6.73237652e-07\n",
      "  5.15170937e-09]\n",
      " [1.53098038e+00 5.15170937e-09 2.07311113e-08 6.05848811e-07\n",
      "  8.08184464e-02 1.00793935e-07 2.50321621e+00 2.55385751e-06\n",
      "  5.10508020e-06]\n",
      " [4.04288737e-06 4.06119860e-08 5.15170937e-09 4.94765839e-08\n",
      "  5.15170937e-09 3.24094309e-08 5.15170937e-09 1.78486276e-06\n",
      "  6.66665372e+00]\n",
      " [1.54888885e+00 7.51491255e-07 1.48287471e-03 5.15170937e-09\n",
      "  1.52345771e+00 5.15170937e-09 6.14198915e+00 5.30875239e-04\n",
      "  8.41599747e-07]\n",
      " [1.30515421e-06 8.48874684e-06 1.19274588e-07 1.35298917e-07\n",
      "  5.15170937e-09 1.59999691e+01 4.96903907e-07 3.05466590e-08\n",
      "  5.15170937e-09]\n",
      " [2.70993899e-04 1.55643548e-06 1.79515317e-06 4.59645684e-08\n",
      "  2.56679739e-05 5.15170937e-09 4.72657344e-07 4.70537355e+00\n",
      "  2.04872160e-07]\n",
      " [1.13209323e-06 2.63742832e+00 1.03544494e-06 9.67015979e+00\n",
      "  1.29028255e-07 3.42220235e-08 5.15170937e-09 1.46919119e-08\n",
      "  5.12555608e-08]\n",
      " [7.41165668e-04 5.31733511e-07 7.27068848e+00 1.62726272e-06\n",
      "  2.57216186e-08 6.68615039e-06 8.79656083e-08 5.15170937e-09\n",
      "  5.65234614e-07]\n",
      " [1.69294776e-06 2.41753233e+00 8.15520067e-06 2.26065270e+00\n",
      "  9.02926505e-07 4.83089734e-07 5.91724806e-08 8.62829449e-07\n",
      "  5.15170937e-09]]\n",
      "144\n",
      "====================================================================================================\n",
      "Iteration number 144 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[4.63653844e-09 4.08811913e-07 2.47463747e-07 4.19336266e-08\n",
      "  3.85460409e+00 4.23662134e-08 1.07801626e+00 6.05913887e-07\n",
      "  4.63653844e-09]\n",
      " [1.53413234e+00 4.63653844e-09 1.86580001e-08 5.45263930e-07\n",
      "  7.27366018e-02 9.07145413e-08 2.50289459e+00 2.29847176e-06\n",
      "  4.59457218e-06]\n",
      " [3.63859864e-06 3.65507874e-08 4.63653844e-09 4.45289255e-08\n",
      "  4.63653844e-09 2.91684878e-08 4.63653844e-09 1.60637649e-06\n",
      "  6.66665501e+00]\n",
      " [1.54399996e+00 6.76342130e-07 1.33458724e-03 4.63653844e-09\n",
      "  1.45444527e+00 4.63653844e-09 6.32779023e+00 4.77787715e-04\n",
      "  7.57439773e-07]\n",
      " [1.17463879e-06 7.63987216e-06 1.07347129e-07 1.21769025e-07\n",
      "  4.63653844e-09 1.59999722e+01 4.47213516e-07 2.74919931e-08\n",
      "  4.63653844e-09]\n",
      " [2.43894509e-04 1.40079193e-06 1.61563785e-06 4.13681116e-08\n",
      "  2.31011765e-05 4.63653844e-09 4.25391610e-07 4.70542443e+00\n",
      "  1.84384944e-07]\n",
      " [1.01888391e-06 2.70701882e+00 9.31900443e-07 9.50314381e+00\n",
      "  1.16125430e-07 3.07998212e-08 4.63653844e-09 1.32227207e-08\n",
      "  4.61300047e-08]\n",
      " [6.67049101e-04 4.78560160e-07 7.27089235e+00 1.46453645e-06\n",
      "  2.31494567e-08 6.01753535e-06 7.91690475e-08 4.63653844e-09\n",
      "  5.08711153e-07]\n",
      " [1.52365298e-06 2.37577910e+00 7.33968060e-06 2.32030171e+00\n",
      "  8.12633854e-07 4.34780761e-07 5.32552326e-08 7.76546504e-07\n",
      "  4.63653844e-09]]\n",
      "145\n",
      "====================================================================================================\n",
      "Iteration number 145 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.17288459e-09 3.67930722e-07 2.22717372e-07 3.77402639e-08\n",
      "  3.84414368e+00 3.81295921e-08 1.08786170e+00 5.45322498e-07\n",
      "  4.17288459e-09]\n",
      " [1.56821910e+00 4.17288459e-09 1.67922001e-08 4.90737537e-07\n",
      "  6.54629416e-02 8.16430871e-08 2.41927180e+00 2.06862459e-06\n",
      "  4.13511496e-06]\n",
      " [3.27473877e-06 3.28957087e-08 4.17288459e-09 4.00760330e-08\n",
      "  4.17288459e-09 2.62516391e-08 4.17288459e-09 1.44573884e-06\n",
      "  6.66665618e+00]\n",
      " [1.48959997e+00 6.08707917e-07 1.20112852e-03 4.17288459e-09\n",
      "  1.47566741e+00 4.17288459e-09 6.49501121e+00 4.30008943e-04\n",
      "  6.81695795e-07]\n",
      " [1.05717491e-06 6.87588494e-06 9.66124159e-08 1.09592123e-07\n",
      "  4.17288459e-09 1.59999750e+01 4.02492165e-07 2.47427938e-08\n",
      "  4.17288459e-09]\n",
      " [2.19505059e-04 1.26071274e-06 1.45407407e-06 3.72313004e-08\n",
      "  2.07910589e-05 4.17288459e-09 3.82852449e-07 4.70547022e+00\n",
      "  1.65946450e-07]\n",
      " [9.16995515e-07 2.76965027e+00 8.38710399e-07 9.35282943e+00\n",
      "  1.04512887e-07 2.77198391e-08 4.17288459e-09 1.19004487e-08\n",
      "  4.15170042e-08]\n",
      " [6.00344191e-04 4.30704144e-07 7.27107585e+00 1.31808281e-06\n",
      "  2.08345111e-08 5.41578181e-06 7.12521427e-08 4.17288459e-09\n",
      "  4.57840038e-07]\n",
      " [1.37128768e-06 2.33820119e+00 6.60571254e-06 2.37398583e+00\n",
      "  7.31370469e-07 3.91302684e-07 4.79297093e-08 6.98891854e-07\n",
      "  4.17288459e-09]]\n",
      "146\n",
      "====================================================================================================\n",
      "Iteration number 146 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.75559613e-09 3.31137649e-07 2.00445635e-07 3.39662375e-08\n",
      "  3.77222931e+00 3.43166329e-08 1.15554612e+00 4.90790248e-07\n",
      "  3.75559613e-09]\n",
      " [1.56764719e+00 3.75559613e-09 1.51129801e-08 4.41663783e-07\n",
      "  1.42249981e-01 7.34787784e-08 2.34401129e+00 1.86176213e-06\n",
      "  3.72160347e-06]\n",
      " [2.94726489e-06 2.96061378e-08 3.75559613e-09 3.60684297e-08\n",
      "  3.75559613e-09 2.36264751e-08 3.75559613e-09 1.30116495e-06\n",
      "  6.66665723e+00]\n",
      " [1.49063997e+00 5.47837125e-07 1.08101567e-03 3.75559613e-09\n",
      "  1.49476734e+00 3.75559613e-09 6.44551009e+00 3.87008049e-04\n",
      "  6.13526216e-07]\n",
      " [9.51457421e-07 6.18829645e-06 8.69511743e-08 9.86329104e-08\n",
      "  3.75559613e-09 1.59999775e+01 3.62242948e-07 2.22685144e-08\n",
      "  3.75559613e-09]\n",
      " [1.97554553e-04 1.13464146e-06 1.30866666e-06 3.35081704e-08\n",
      "  1.87119530e-05 3.75559613e-09 3.44567204e-07 4.70551143e+00\n",
      "  1.49351805e-07]\n",
      " [8.25295964e-07 2.82601858e+00 7.54839359e-07 9.21754649e+00\n",
      "  9.40615982e-08 2.49478551e-08 3.75559613e-09 1.07104038e-08\n",
      "  3.73653038e-08]\n",
      " [5.40309772e-04 3.87633730e-07 7.27124099e+00 1.18627453e-06\n",
      "  1.87510599e-08 4.87420363e-06 6.41269285e-08 3.75559613e-09\n",
      "  4.12056034e-07]\n",
      " [1.23415891e-06 2.30438107e+00 5.94514129e-06 2.42230153e+00\n",
      "  6.58233422e-07 3.52172416e-07 4.31367384e-08 6.29002669e-07\n",
      "  3.75559613e-09]]\n",
      "147\n",
      "====================================================================================================\n",
      "Iteration number 147 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[3.38003652e-09 2.98023885e-07 1.80401071e-07 3.05696138e-08\n",
      "  3.77000638e+00 3.08849696e-08 1.15763856e+00 4.41711223e-07\n",
      "  3.38003652e-09]\n",
      " [1.59838247e+00 3.38003652e-09 1.36016821e-08 3.97497405e-07\n",
      "  1.28024983e-01 6.61309006e-08 2.27627682e+00 1.67558591e-06\n",
      "  3.34944312e-06]\n",
      " [2.65253841e-06 2.66455240e-08 3.38003652e-09 3.24615867e-08\n",
      "  3.38003652e-09 2.12638276e-08 3.38003652e-09 1.17104846e-06\n",
      "  6.66665817e+00]\n",
      " [1.44157597e+00 4.93053413e-07 9.72914099e-04 3.38003652e-09\n",
      "  1.51195727e+00 3.38003652e-09 6.60095908e+00 3.48307244e-04\n",
      "  5.52173594e-07]\n",
      " [8.56311679e-07 5.56946680e-06 7.82560569e-08 8.87696194e-08\n",
      "  3.38003652e-09 1.59999798e+01 3.26018653e-07 2.00416630e-08\n",
      "  3.38003652e-09]\n",
      " [1.77799097e-04 1.02117732e-06 1.17779999e-06 3.01573533e-08\n",
      "  1.68407577e-05 3.38003652e-09 3.10110484e-07 4.70554853e+00\n",
      "  1.34416624e-07]\n",
      " [7.42766367e-07 2.87675005e+00 6.79355423e-07 9.09579184e+00\n",
      "  8.46554384e-08 2.24530696e-08 3.38003652e-09 9.63936341e-09\n",
      "  3.36287734e-08]\n",
      " [4.86278795e-04 3.48870357e-07 7.27138962e+00 1.06764707e-06\n",
      "  1.68759540e-08 4.38678327e-06 5.77142356e-08 3.38003652e-09\n",
      "  3.70850430e-07]\n",
      " [1.11074302e-06 2.27394296e+00 5.35062716e-06 2.46578566e+00\n",
      "  5.92410080e-07 3.16955174e-07 3.88230645e-08 5.66102402e-07\n",
      "  3.38003652e-09]]\n",
      "148\n",
      "====================================================================================================\n",
      "Iteration number 148 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.04203287e-09 2.68221496e-07 1.62360964e-07 2.75126524e-08\n",
      "  3.89300574e+00 2.77964726e-08 1.04187471e+00 3.97540101e-07\n",
      "  3.04203287e-09]\n",
      " [1.65729423e+00 3.04203287e-09 1.22415139e-08 3.57747665e-07\n",
      "  1.15222484e-01 5.95178105e-08 2.13198248e+00 1.50802732e-06\n",
      "  3.01449881e-06]\n",
      " [2.38728456e-06 2.39809716e-08 3.04203287e-09 2.92154280e-08\n",
      "  3.04203287e-09 1.91374449e-08 3.04203287e-09 1.05394361e-06\n",
      "  6.66665902e+00]\n",
      " [1.34741838e+00 4.43748071e-07 8.75622689e-04 3.04203287e-09\n",
      "  1.36076154e+00 3.04203287e-09 7.34086317e+00 3.13476520e-04\n",
      "  4.96956235e-07]\n",
      " [7.70680511e-07 5.01252012e-06 7.04304512e-08 7.98926574e-08\n",
      "  3.04203287e-09 1.59999818e+01 2.93416788e-07 1.80374967e-08\n",
      "  3.04203287e-09]\n",
      " [1.60019188e-04 9.19059584e-07 1.06001999e-06 2.71416180e-08\n",
      "  1.51566819e-05 3.04203287e-09 2.79099435e-07 4.70558191e+00\n",
      "  1.20974962e-07]\n",
      " [6.68489731e-07 3.17240838e+00 6.11419881e-07 8.38621265e+00\n",
      "  7.61898945e-08 2.02077627e-08 3.04203287e-09 8.67542707e-09\n",
      "  3.02658961e-08]\n",
      " [4.37650915e-04 3.13983321e-07 7.27152338e+00 9.60882365e-07\n",
      "  1.51883586e-08 3.94810494e-06 5.19428120e-08 3.04203287e-09\n",
      "  3.33765387e-07]\n",
      " [9.99668721e-07 2.09654867e+00 4.81556444e-06 2.71920710e+00\n",
      "  5.33169072e-07 2.85259657e-07 3.49407581e-08 5.09492162e-07\n",
      "  3.04203287e-09]]\n",
      "149\n",
      "====================================================================================================\n",
      "Iteration number 149 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.73782958e-09 2.41399346e-07 1.46124868e-07 2.47613872e-08\n",
      "  4.00370517e+00 2.50168254e-08 9.37687236e-01 3.57786091e-07\n",
      "  2.73782958e-09]\n",
      " [1.67906480e+00 2.73782958e-09 1.10173625e-08 3.21972898e-07\n",
      "  1.03700236e-01 5.35660295e-08 2.08545089e+00 1.35722459e-06\n",
      "  2.71304893e-06]\n",
      " [2.14855611e-06 2.15828745e-08 2.73782958e-09 2.62938852e-08\n",
      "  2.73782958e-09 1.72237004e-08 2.73782958e-09 9.48549252e-07\n",
      "  6.66665978e+00]\n",
      " [1.31267654e+00 3.99373264e-07 7.88060420e-04 2.73782958e-09\n",
      "  1.22468539e+00 2.73782958e-09 7.80677685e+00 2.82128868e-04\n",
      "  4.47260611e-07]\n",
      " [6.93612460e-07 4.51126811e-06 6.33874061e-08 7.19033917e-08\n",
      "  2.73782958e-09 1.59999836e+01 2.64075109e-07 1.62337470e-08\n",
      "  2.73782958e-09]\n",
      " [1.44017269e-04 8.27153626e-07 9.54017995e-07 2.44274562e-08\n",
      "  1.36410137e-05 2.73782958e-09 2.51189492e-07 4.70561195e+00\n",
      "  1.08877466e-07]\n",
      " [6.01640758e-07 3.35516754e+00 5.50277893e-07 7.94759139e+00\n",
      "  6.85709051e-08 1.81869864e-08 2.73782958e-09 7.80788436e-09\n",
      "  2.72393065e-08]\n",
      " [3.93885824e-04 2.82584989e-07 7.27164377e+00 8.64794129e-07\n",
      "  1.36695227e-08 3.55329445e-06 4.67485308e-08 2.73782958e-09\n",
      "  3.00388849e-07]\n",
      " [8.99701849e-07 1.98689380e+00 4.33400800e-06 2.87585782e+00\n",
      "  4.79852165e-07 2.56733691e-07 3.14466823e-08 4.58542945e-07\n",
      "  2.73782958e-09]]\n",
      "150\n",
      "====================================================================================================\n",
      "Iteration number 150 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.46404662e-09 2.17259412e-07 1.31512381e-07 2.22852484e-08\n",
      "  4.04083465e+00 2.25151428e-08 9.02742041e-01 3.22007482e-07\n",
      "  2.46404662e-09]\n",
      " [1.69865832e+00 2.46404662e-09 9.91562625e-09 2.89775608e-07\n",
      "  9.33302124e-02 4.82094265e-08 2.04357247e+00 1.22150213e-06\n",
      "  2.44174404e-06]\n",
      " [1.93370050e-06 1.94245870e-08 2.46404662e-09 2.36644967e-08\n",
      "  2.46404662e-09 1.55013303e-08 2.46404662e-09 8.53694327e-07\n",
      "  6.66666047e+00]\n",
      " [1.28140888e+00 3.59435938e-07 7.09254378e-04 2.46404662e-09\n",
      "  1.18555018e+00 2.46404662e-09 8.02609917e+00 2.53915981e-04\n",
      "  4.02534550e-07]\n",
      " [6.24251214e-07 4.06014130e-06 5.70486655e-08 6.47130525e-08\n",
      "  2.46404662e-09 1.59999852e+01 2.37667598e-07 1.46103723e-08\n",
      "  2.46404662e-09]\n",
      " [1.29615542e-04 7.44438263e-07 8.58616195e-07 2.19847106e-08\n",
      "  1.22769124e-05 2.46404662e-09 2.26070543e-07 4.70563899e+00\n",
      "  9.79897191e-08]\n",
      " [5.41476682e-07 3.43631745e+00 4.95250103e-07 7.75283225e+00\n",
      "  6.17138146e-08 1.63682878e-08 2.46404662e-09 7.02709593e-09\n",
      "  2.45153758e-08]\n",
      " [3.54497241e-04 2.54326490e-07 7.27175212e+00 7.78314716e-07\n",
      "  1.23025704e-08 3.19796500e-06 4.20736778e-08 2.46404662e-09\n",
      "  2.70349964e-07]\n",
      " [8.09731664e-07 1.93820442e+00 3.90060720e-06 2.94541489e+00\n",
      "  4.31866948e-07 2.31060322e-07 2.83020141e-08 4.12688651e-07\n",
      "  2.46404662e-09]]\n",
      "151\n",
      "====================================================================================================\n",
      "Iteration number 151 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.21764196e-09 1.95533471e-07 1.18361143e-07 2.00567236e-08\n",
      "  3.94925119e+00 2.02636285e-08 9.88938426e-01 2.89806734e-07\n",
      "  2.21764196e-09]\n",
      " [1.71629249e+00 2.21764196e-09 8.92406363e-09 2.60798048e-07\n",
      "  8.39971911e-02 4.33884839e-08 2.00588189e+00 1.09935192e-06\n",
      "  2.19756963e-06]\n",
      " [1.74033045e-06 1.74821283e-08 2.21764196e-09 2.12980470e-08\n",
      "  2.21764196e-09 1.39511973e-08 2.21764196e-09 7.68324894e-07\n",
      "  6.66666109e+00]\n",
      " [1.25326800e+00 3.23492344e-07 6.38328941e-04 2.21764196e-09\n",
      "  1.31699517e+00 2.21764196e-09 7.82348925e+00 2.28524383e-04\n",
      "  3.62281095e-07]\n",
      " [5.61826092e-07 3.65412717e-06 5.13437989e-08 5.82417473e-08\n",
      "  2.21764196e-09 1.59999867e+01 2.13900839e-07 1.31493351e-08\n",
      "  2.21764196e-09]\n",
      " [1.16653988e-04 6.69994437e-07 7.72754576e-07 1.97862395e-08\n",
      "  1.10492211e-05 2.21764196e-09 2.03463488e-07 4.70566333e+00\n",
      "  8.81907472e-08]\n",
      " [4.87329014e-07 3.34268571e+00 4.45725093e-07 7.97754902e+00\n",
      "  5.55424331e-08 1.47314590e-08 2.21764196e-09 6.32438633e-09\n",
      "  2.20638382e-08]\n",
      " [3.19047517e-04 2.28893841e-07 7.27184964e+00 7.00483244e-07\n",
      "  1.10723134e-08 2.87816850e-06 3.78663100e-08 2.21764196e-09\n",
      "  2.43314967e-07]\n",
      " [7.28758497e-07 1.99438398e+00 3.51054648e-06 2.86515912e+00\n",
      "  3.88680253e-07 2.07954290e-07 2.54718126e-08 3.71419786e-07\n",
      "  2.21764196e-09]]\n",
      "152\n",
      "====================================================================================================\n",
      "Iteration number 152 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.99587776e-09 1.75980124e-07 1.06525029e-07 1.80510512e-08\n",
      "  3.80432607e+00 1.82372657e-08 1.12533870e+00 2.60826060e-07\n",
      "  1.99587776e-09]\n",
      " [1.79466324e+00 1.99587776e-09 8.03165726e-09 2.34718243e-07\n",
      "  7.55974720e-02 3.90496355e-08 1.80529370e+00 9.89416726e-07\n",
      "  1.97781267e-06]\n",
      " [1.56629740e-06 1.57339155e-08 1.99587776e-09 1.91682423e-08\n",
      "  1.99587776e-09 1.25560776e-08 1.99587776e-09 6.91492405e-07\n",
      "  6.66666165e+00]\n",
      " [1.12794120e+00 2.91143110e-07 5.74496046e-04 1.99587776e-09\n",
      "  1.51862898e+00 1.99587776e-09 7.84114033e+00 2.05671945e-04\n",
      "  3.26052986e-07]\n",
      " [5.05643483e-07 3.28871445e-06 4.62094190e-08 5.24175726e-08\n",
      "  1.99587776e-09 1.59999880e+01 1.92510755e-07 1.18344016e-08\n",
      "  1.99587776e-09]\n",
      " [1.04988589e-04 6.02994993e-07 6.95479118e-07 1.78076156e-08\n",
      "  9.94429901e-06 1.99587776e-09 1.83117139e-07 4.70568523e+00\n",
      "  7.93716725e-08]\n",
      " [4.38596112e-07 3.34175047e+00 4.01152584e-07 7.97979412e+00\n",
      "  4.99881898e-08 1.32583131e-08 1.99587776e-09 5.69194770e-09\n",
      "  1.98574544e-08]\n",
      " [2.87142766e-04 2.06004457e-07 7.27193740e+00 6.30434920e-07\n",
      "  9.96508205e-09 2.59035165e-06 3.40796790e-08 1.99587776e-09\n",
      "  2.18983471e-07]\n",
      " [6.55882648e-07 1.99494558e+00 3.15949183e-06 2.86435749e+00\n",
      "  3.49812228e-07 1.87158861e-07 2.29246314e-08 3.34277807e-07\n",
      "  1.99587776e-09]]\n",
      "153\n",
      "====================================================================================================\n",
      "Iteration number 153 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.79628999e-09 1.58382111e-07 9.58725258e-08 1.62459461e-08\n",
      "  3.86139346e+00 1.64135391e-08 1.07162836e+00 2.34743454e-07\n",
      "  1.79628999e-09]\n",
      " [1.70894692e+00 1.79628999e-09 7.22849154e-09 2.11246418e-07\n",
      "  6.80377248e-02 3.51446719e-08 2.04143100e+00 8.90475054e-07\n",
      "  1.78003140e-06]\n",
      " [1.40966766e-06 1.41605239e-08 1.79628999e-09 1.72514181e-08\n",
      "  1.79628999e-09 1.13004698e-08 1.79628999e-09 6.22343164e-07\n",
      "  6.66666215e+00]\n",
      " [1.26514708e+00 2.62028799e-07 5.17046442e-04 1.79628999e-09\n",
      "  1.45009942e+00 1.79628999e-09 7.45702629e+00 1.85104750e-04\n",
      "  2.93447687e-07]\n",
      " [4.55079135e-07 2.95984301e-06 4.15884771e-08 4.71758153e-08\n",
      "  1.79628999e-09 1.59999892e+01 1.73259679e-07 1.06509614e-08\n",
      "  1.79628999e-09]\n",
      " [9.44897301e-05 5.42695494e-07 6.25931206e-07 1.60268540e-08\n",
      "  8.94986911e-06 1.79628999e-09 1.64805425e-07 4.70570494e+00\n",
      "  7.14345052e-08]\n",
      " [3.94736501e-07 3.17424209e+00 3.61037325e-07 8.38181471e+00\n",
      "  4.49893708e-08 1.19324818e-08 1.79628999e-09 5.12275293e-09\n",
      "  1.78717090e-08]\n",
      " [2.58428489e-04 1.85404011e-07 7.27201639e+00 5.67391428e-07\n",
      "  8.96857385e-09 2.33131649e-06 3.06717111e-08 1.79628999e-09\n",
      "  1.97085124e-07]\n",
      " [5.90294383e-07 2.09545102e+00 2.84354265e-06 2.72077888e+00\n",
      "  3.14831005e-07 1.68442975e-07 2.06321682e-08 3.00850026e-07\n",
      "  1.79628999e-09]]\n",
      "154\n",
      "====================================================================================================\n",
      "Iteration number 154 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.61666099e-09 1.42543900e-07 8.62852732e-08 1.46213515e-08\n",
      "  3.91275412e+00 1.47721852e-08 1.02328905e+00 2.11269109e-07\n",
      "  1.61666099e-09]\n",
      " [1.75680223e+00 1.61666099e-09 6.50564238e-09 1.90121777e-07\n",
      "  6.12339523e-02 3.16302047e-08 1.92062123e+00 8.01427548e-07\n",
      "  1.60202826e-06]\n",
      " [1.26870090e-06 1.27444715e-08 1.61666099e-09 1.55262763e-08\n",
      "  1.61666099e-09 1.01704228e-08 1.61666099e-09 5.60108848e-07\n",
      "  6.66666260e+00]\n",
      " [1.18863237e+00 2.35825919e-07 4.65341798e-04 1.61666099e-09\n",
      "  1.38842281e+00 1.61666099e-09 7.91132367e+00 1.66594275e-04\n",
      "  2.64102918e-07]\n",
      " [4.09571221e-07 2.66385871e-06 3.74296294e-08 4.24582338e-08\n",
      "  1.61666099e-09 1.59999903e+01 1.55933711e-07 9.58586528e-09\n",
      "  1.61666099e-09]\n",
      " [8.50407571e-05 4.88425944e-07 5.63338086e-07 1.44241686e-08\n",
      "  8.05488220e-06 1.61666099e-09 1.48324883e-07 4.70572268e+00\n",
      "  6.42910547e-08]\n",
      " [3.55262851e-07 3.35681788e+00 3.24933593e-07 7.94363324e+00\n",
      "  4.04904337e-08 1.07392336e-08 1.61666099e-09 4.61047764e-09\n",
      "  1.60845381e-08]\n",
      " [2.32585640e-04 1.66863610e-07 7.27208748e+00 5.10652285e-07\n",
      "  8.07171646e-09 2.09818484e-06 2.76045400e-08 1.61666099e-09\n",
      "  1.77376611e-07]\n",
      " [5.31264945e-07 1.98590592e+00 2.55918838e-06 2.87727242e+00\n",
      "  2.83347905e-07 1.51598677e-07 1.85689514e-08 2.70765024e-07\n",
      "  1.61666099e-09]]\n",
      "155\n",
      "====================================================================================================\n",
      "Iteration number 155 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.45499489e-09 1.28289510e-07 7.76567459e-08 1.31592163e-08\n",
      "  3.95897870e+00 1.32949667e-08 9.79783677e-01 1.90142198e-07\n",
      "  1.45499489e-09]\n",
      " [1.79987200e+00 1.45499489e-09 5.85507815e-09 1.71109599e-07\n",
      "  5.51105571e-02 2.84671843e-08 1.81189244e+00 7.21284794e-07\n",
      "  1.44182544e-06]\n",
      " [1.14183081e-06 1.14700244e-08 1.45499489e-09 1.39736487e-08\n",
      "  1.45499489e-09 9.15338055e-09 1.45499489e-09 5.04097963e-07\n",
      "  6.66666301e+00]\n",
      " [1.11976913e+00 2.12243327e-07 4.18807618e-04 1.45499489e-09\n",
      "  1.33291386e+00 1.45499489e-09 8.32019130e+00 1.49934848e-04\n",
      "  2.37692627e-07]\n",
      " [3.68614099e-07 2.39747284e-06 3.36866665e-08 3.82124104e-08\n",
      "  1.45499489e-09 1.59999913e+01 1.40340340e-07 8.62727875e-09\n",
      "  1.45499489e-09]\n",
      " [7.65366814e-05 4.39583350e-07 5.07004277e-07 1.29817518e-08\n",
      "  7.24939398e-06 1.45499489e-09 1.33492395e-07 4.70573865e+00\n",
      "  5.78619492e-08]\n",
      " [3.19736566e-07 3.52113609e+00 2.92440234e-07 7.54926991e+00\n",
      "  3.64413904e-08 9.66531024e-09 1.45499489e-09 4.14942987e-09\n",
      "  1.44760843e-08]\n",
      " [2.09327076e-04 1.50177249e-07 7.27215146e+00 4.59587057e-07\n",
      "  7.26454481e-09 1.88836635e-06 2.48440860e-08 1.45499489e-09\n",
      "  1.59638950e-07]\n",
      " [4.78138450e-07 1.88731533e+00 2.30326954e-06 3.01811661e+00\n",
      "  2.55013114e-07 1.36438810e-07 1.67120563e-08 2.43688521e-07\n",
      "  1.45499489e-09]]\n",
      "156\n",
      "====================================================================================================\n",
      "Iteration number 156 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.30949540e-09 1.15460559e-07 6.98910713e-08 1.18432947e-08\n",
      "  4.00058083e+00 1.19654700e-08 9.40628839e-01 1.71127978e-07\n",
      "  1.30949540e-09]\n",
      " [1.74488480e+00 1.30949540e-09 5.26957033e-09 1.53998639e-07\n",
      "  4.95995014e-02 2.56204658e-08 1.96403653e+00 6.49156314e-07\n",
      "  1.29764289e-06]\n",
      " [1.02764773e-06 1.03230219e-08 1.30949540e-09 1.25762838e-08\n",
      "  1.30949540e-09 8.23804250e-09 1.30949540e-09 4.53688167e-07\n",
      "  6.66666337e+00]\n",
      " [1.20779222e+00 1.91018994e-07 3.76926856e-04 1.30949540e-09\n",
      "  1.28295581e+00 1.30949540e-09 8.08817217e+00 1.34941363e-04\n",
      "  2.13923364e-07]\n",
      " [3.31752689e-07 2.15772555e-06 3.03179998e-08 3.43911694e-08\n",
      "  1.30949540e-09 1.59999922e+01 1.26306306e-07 7.76455087e-09\n",
      "  1.30949540e-09]\n",
      " [6.88830133e-05 3.95625015e-07 4.56303849e-07 1.16835766e-08\n",
      "  6.52445458e-06 1.30949540e-09 1.20143155e-07 4.70575302e+00\n",
      "  5.20757543e-08]\n",
      " [2.87762909e-07 3.41902248e+00 2.63196210e-07 7.79434292e+00\n",
      "  3.27972513e-08 8.69877922e-09 1.30949540e-09 3.73448689e-09\n",
      "  1.30284758e-08]\n",
      " [1.88394368e-04 1.35159524e-07 7.27220904e+00 4.13628351e-07\n",
      "  6.53809033e-09 1.69952972e-06 2.23596774e-08 1.30949540e-09\n",
      "  1.43675055e-07]\n",
      " [4.30324605e-07 1.94858380e+00 2.07294259e-06 2.93059066e+00\n",
      "  2.29511803e-07 1.22794929e-07 1.50408506e-08 2.19319669e-07\n",
      "  1.30949540e-09]]\n",
      "157\n",
      "====================================================================================================\n",
      "Iteration number 157 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.17854586e-09 1.03914503e-07 6.29019642e-08 1.06589652e-08\n",
      "  3.97552275e+00 1.07689230e-08 9.64213014e-01 1.54015180e-07\n",
      "  1.17854586e-09]\n",
      " [1.75789632e+00 1.17854586e-09 4.74261330e-09 1.38598775e-07\n",
      "  4.46395513e-02 2.30584193e-08 1.93429954e+00 5.84240683e-07\n",
      "  1.16787860e-06]\n",
      " [9.24882953e-07 9.29071975e-09 1.17854586e-09 1.13186554e-08\n",
      "  1.17854586e-09 7.41423825e-09 1.17854586e-09 4.08319350e-07\n",
      "  6.66666370e+00]\n",
      " [1.18701300e+00 1.71917095e-07 3.39234170e-04 1.17854586e-09\n",
      "  1.32132689e+00 1.17854586e-09 8.07935495e+00 1.21447227e-04\n",
      "  1.92531028e-07]\n",
      " [2.98577420e-07 1.94195300e-06 2.72861999e-08 3.09520524e-08\n",
      "  1.17854586e-09 1.59999929e+01 1.13675676e-07 6.98809579e-09\n",
      "  1.17854586e-09]\n",
      " [6.19947119e-05 3.56062513e-07 4.10673464e-07 1.05152189e-08\n",
      "  5.87200912e-06 1.17854586e-09 1.08128840e-07 4.70576595e+00\n",
      "  4.68681789e-08]\n",
      " [2.58986618e-07 3.41045357e+00 2.36876589e-07 7.81490863e+00\n",
      "  2.95175262e-08 7.82890129e-09 1.17854586e-09 3.36103820e-09\n",
      "  1.17256283e-08]\n",
      " [1.69554932e-04 1.21643572e-07 7.27226086e+00 3.72265516e-07\n",
      "  5.88428130e-09 1.52957675e-06 2.01237096e-08 1.17854586e-09\n",
      "  1.29307550e-07]\n",
      " [3.87292145e-07 1.95372542e+00 1.86564833e-06 2.92324588e+00\n",
      "  2.06560623e-07 1.10515436e-07 1.35367656e-08 1.97387702e-07\n",
      "  1.17854586e-09]]\n",
      "158\n",
      "====================================================================================================\n",
      "Iteration number 158 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.06069128e-09 9.35230529e-08 5.66117678e-08 9.59306872e-09\n",
      "  3.95297047e+00 9.69203072e-09 9.85438771e-01 1.38613662e-07\n",
      "  1.06069128e-09]\n",
      " [1.76960669e+00 1.06069128e-09 4.26835197e-09 1.24738898e-07\n",
      "  4.01755961e-02 2.07525773e-08 1.90753626e+00 5.25816614e-07\n",
      "  1.05109074e-06]\n",
      " [8.32394658e-07 8.36164778e-09 1.06069128e-09 1.01867899e-08\n",
      "  1.06069128e-09 6.67281442e-09 1.06069128e-09 3.67487415e-07\n",
      "  6.66666400e+00]\n",
      " [1.16831170e+00 1.54725385e-07 3.05310753e-04 1.06069128e-09\n",
      "  1.35586087e+00 1.06069128e-09 8.07141946e+00 1.09302504e-04\n",
      "  1.73277925e-07]\n",
      " [2.68719678e-07 1.74775770e-06 2.45575799e-08 2.78568472e-08\n",
      "  1.06069128e-09 1.59999936e+01 1.02308108e-07 6.28928621e-09\n",
      "  1.06069128e-09]\n",
      " [5.57952407e-05 3.20456262e-07 3.69606118e-07 9.46369703e-09\n",
      "  5.28480821e-06 1.06069128e-09 9.73159557e-08 4.70577759e+00\n",
      "  4.21813610e-08]\n",
      " [2.33087956e-07 3.40274155e+00 2.13188930e-07 7.83341777e+00\n",
      "  2.65657736e-08 7.04601117e-09 1.06069128e-09 3.02493438e-09\n",
      "  1.05530654e-08]\n",
      " [1.52599438e-04 1.09479215e-07 7.27230750e+00 3.35038964e-07\n",
      "  5.29585317e-09 1.37661907e-06 1.81113387e-08 1.06069128e-09\n",
      "  1.16376795e-07]\n",
      " [3.48562930e-07 1.95835287e+00 1.67908350e-06 2.91663558e+00\n",
      "  1.85904560e-07 9.94638922e-08 1.21830890e-08 1.77648932e-07\n",
      "  1.06069128e-09]]\n",
      "159\n",
      "====================================================================================================\n",
      "Iteration number 159 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[9.54622148e-10 8.41707476e-08 5.09505910e-08 8.63376185e-09\n",
      "  3.99517343e+00 8.72282765e-09 9.45718424e-01 1.24752296e-07\n",
      "  9.54622148e-10]\n",
      " [1.81139602e+00 9.54622148e-10 3.84151677e-09 1.12265008e-07\n",
      "  1.19491370e-01 1.86773196e-08 1.71678263e+00 4.73234953e-07\n",
      "  9.45981668e-07]\n",
      " [7.49155192e-07 7.52548300e-09 9.54622148e-10 9.16811089e-09\n",
      "  9.54622148e-10 6.00553298e-09 9.54622148e-10 3.30738673e-07\n",
      "  6.66666427e+00]\n",
      " [1.10148053e+00 1.39252847e-07 2.74779678e-04 9.54622148e-10\n",
      "  1.22027478e+00 9.54622148e-10 8.66427751e+00 9.83722535e-05\n",
      "  1.55950132e-07]\n",
      " [2.41847711e-07 1.57298193e-06 2.21018219e-08 2.50711625e-08\n",
      "  9.54622148e-10 1.59999943e+01 9.20772972e-08 5.66035759e-09\n",
      "  9.54622148e-10]\n",
      " [5.02157167e-05 2.88410636e-07 3.32645506e-07 8.51732733e-09\n",
      "  4.75632739e-06 9.54622148e-10 8.75843601e-08 4.70578807e+00\n",
      "  3.79632249e-08]\n",
      " [2.09779161e-07 3.72913406e+00 1.91870037e-07 7.05007599e+00\n",
      "  2.39091962e-08 6.34141005e-09 9.54622148e-10 2.72244094e-09\n",
      "  9.49775889e-09]\n",
      " [1.37339495e-04 9.85312932e-08 7.27234948e+00 3.01535068e-07\n",
      "  4.76626785e-09 1.23895717e-06 1.63002048e-08 9.54622148e-10\n",
      "  1.04739115e-07]\n",
      " [3.13706637e-07 1.76251759e+00 1.51117515e-06 3.19640059e+00\n",
      "  1.67314104e-07 8.95175030e-08 1.09647801e-08 1.59884039e-07\n",
      "  9.54622148e-10]]\n",
      "160\n",
      "====================================================================================================\n",
      "Iteration number 160 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[8.59159933e-10 7.57536728e-08 4.58555319e-08 7.77038566e-09\n",
      "  3.90815608e+00 7.85054488e-09 1.02761717e+00 1.12277066e-07\n",
      "  8.59159933e-10]\n",
      " [1.75525642e+00 8.59159933e-10 3.45736509e-09 1.01038507e-07\n",
      "  2.74208900e-01 1.68095876e-08 1.71177103e+00 4.25911458e-07\n",
      "  8.51383501e-07]\n",
      " [6.74239673e-07 6.77293470e-09 8.59159933e-10 8.25129980e-09\n",
      "  8.59159933e-10 5.40497968e-09 8.59159933e-10 2.97664806e-07\n",
      "  6.66666451e+00]\n",
      " [1.19133247e+00 1.25327562e-07 2.47301710e-04 8.59159933e-10\n",
      "  1.18158064e+00 8.59159933e-10 8.39784976e+00 8.85350282e-05\n",
      "  1.40355119e-07]\n",
      " [2.17662939e-07 1.41568373e-06 1.98916397e-08 2.25640462e-08\n",
      "  8.59159933e-10 1.59999949e+01 8.28695675e-08 5.09432183e-09\n",
      "  8.59159933e-10]\n",
      " [4.51941450e-05 2.59569572e-07 2.99380956e-07 7.66559460e-09\n",
      "  4.28069465e-06 8.59159933e-10 7.88259241e-08 4.70579750e+00\n",
      "  3.41669024e-08]\n",
      " [1.88801245e-07 3.77288732e+00 1.72683033e-07 6.94506839e+00\n",
      "  2.15182766e-08 5.70726904e-09 8.59159933e-10 2.45019685e-09\n",
      "  8.54798300e-09]\n",
      " [1.23605545e-04 8.86781638e-08 7.27238726e+00 2.71381561e-07\n",
      "  4.28964107e-09 1.11506145e-06 1.46701843e-08 8.59159933e-10\n",
      "  9.42652037e-08]\n",
      " [2.82335973e-07 1.73626583e+00 1.36005763e-06 3.23390339e+00\n",
      "  1.50582694e-07 8.05657527e-08 9.86830211e-09 1.43895635e-07\n",
      "  8.59159933e-10]]\n",
      "161\n",
      "====================================================================================================\n",
      "Iteration number 161 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.73243940e-10 6.81783055e-08 4.12699787e-08 6.99334710e-09\n",
      "  3.89234048e+00 7.06549039e-09 1.04250251e+00 1.01049360e-07\n",
      "  7.73243940e-10]\n",
      " [1.76723078e+00 7.73243940e-10 3.11162858e-09 9.09346564e-08\n",
      "  2.46788010e-01 1.51286289e-08 1.70726060e+00 3.83320312e-07\n",
      "  7.66245151e-07]\n",
      " [6.06815706e-07 6.09564123e-09 7.73243940e-10 7.42616982e-09\n",
      "  7.73243940e-10 4.86448172e-09 7.73243940e-10 2.67898325e-07\n",
      "  6.66666472e+00]\n",
      " [1.17219923e+00 1.12794806e-07 2.22571539e-04 7.73243940e-10\n",
      "  1.23008924e+00 7.73243940e-10 8.35806478e+00 7.96815254e-05\n",
      "  1.26319607e-07]\n",
      " [1.95896646e-07 1.27411536e-06 1.79024757e-08 2.03076416e-08\n",
      "  7.73243940e-10 1.59999954e+01 7.45826107e-08 4.58488965e-09\n",
      "  7.73243940e-10]\n",
      " [4.06747305e-05 2.33612615e-07 2.69442860e-07 6.89903514e-09\n",
      "  3.85262519e-06 7.73243940e-10 7.09433317e-08 4.70580598e+00\n",
      "  3.07502122e-08]\n",
      " [1.69921120e-07 3.72893192e+00 1.55414730e-07 7.05056155e+00\n",
      "  1.93664489e-08 5.13654214e-09 7.73243940e-10 2.20517716e-09\n",
      "  7.69318470e-09]\n",
      " [1.11244991e-04 7.98103475e-08 7.27242126e+00 2.44243405e-07\n",
      "  3.86067696e-09 1.00355530e-06 1.32031659e-08 7.73243940e-10\n",
      "  8.48386833e-08]\n",
      " [2.54102376e-07 1.76263925e+00 1.22405187e-06 3.19622734e+00\n",
      "  1.35524424e-07 7.25091774e-08 8.88147190e-09 1.29506072e-07\n",
      "  7.73243940e-10]]\n",
      "162\n",
      "====================================================================================================\n",
      "Iteration number 162 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.95919546e-10 6.13604750e-08 3.71429808e-08 6.29401239e-09\n",
      "  3.94060643e+00 6.35894135e-09 9.97075790e-01 9.09444239e-08\n",
      "  6.95919546e-10]\n",
      " [1.80925770e+00 6.95919546e-10 2.80046573e-09 8.18411908e-08\n",
      "  3.05442542e-01 1.36157660e-08 1.53653454e+00 3.44988281e-07\n",
      "  6.89620636e-07]\n",
      " [5.46134135e-07 5.48607711e-09 6.95919546e-10 6.68355284e-09\n",
      "  6.95919546e-10 4.37803354e-09 6.95919546e-10 2.41108493e-07\n",
      "  6.66666492e+00]\n",
      " [1.10497930e+00 1.01515325e-07 2.00314385e-04 6.95919546e-10\n",
      "  1.10708032e+00 6.95919546e-10 8.92225831e+00 7.17133728e-05\n",
      "  1.13687646e-07]\n",
      " [1.76306981e-07 1.14670382e-06 1.61122282e-08 1.82768774e-08\n",
      "  6.95919546e-10 1.59999958e+01 6.71243496e-08 4.12640068e-09\n",
      "  6.95919546e-10]\n",
      " [3.66072574e-05 2.10251354e-07 2.42498574e-07 6.20913162e-09\n",
      "  3.46736267e-06 6.95919546e-10 6.38489985e-08 4.70581362e+00\n",
      "  2.76751910e-08]\n",
      " [1.52929008e-07 4.02270539e+00 1.39873257e-07 6.34550540e+00\n",
      "  1.74298040e-08 4.62288793e-09 6.95919546e-10 1.98465944e-09\n",
      "  6.92386623e-09]\n",
      " [1.00120492e-04 7.18293127e-08 7.27245186e+00 2.19819064e-07\n",
      "  3.47460926e-09 9.03199774e-07 1.18828493e-08 6.95919546e-10\n",
      "  7.63548150e-08]\n",
      " [2.28692138e-07 1.58637532e+00 1.10164668e-06 3.44803318e+00\n",
      "  1.21971982e-07 6.52582597e-08 7.99332471e-09 1.16555464e-07\n",
      "  6.95919546e-10]]\n",
      "163\n",
      "====================================================================================================\n",
      "Iteration number 163 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.26327591e-10 5.52244275e-08 3.34286827e-08 5.66461115e-09\n",
      "  3.92154579e+00 5.72304722e-09 1.01501527e+00 8.18499815e-08\n",
      "  6.26327591e-10]\n",
      " [1.78458193e+00 6.26327591e-10 2.52041915e-09 7.36570717e-08\n",
      "  3.58231621e-01 1.22541894e-08 1.54954775e+00 3.10489453e-07\n",
      "  6.20658572e-07]\n",
      " [4.91520722e-07 4.93746940e-09 6.26327591e-10 6.01519756e-09\n",
      "  6.26327591e-10 3.94023019e-09 6.26327591e-10 2.16997644e-07\n",
      "  6.66666509e+00]\n",
      " [1.14448137e+00 9.13637928e-08 1.80282947e-04 6.26327591e-10\n",
      "  1.07970562e+00 6.26327591e-10 8.83003247e+00 6.45420355e-05\n",
      "  1.02318882e-07]\n",
      " [1.58676283e-07 1.03203344e-06 1.45010053e-08 1.64491897e-08\n",
      "  6.26327591e-10 1.59999962e+01 6.04119147e-08 3.71376061e-09\n",
      "  6.26327591e-10]\n",
      " [3.29465317e-05 1.89226218e-07 2.18248717e-07 5.58821846e-09\n",
      "  3.12062640e-06 6.26327591e-10 5.74640987e-08 4.70582049e+00\n",
      "  2.49076719e-08]\n",
      " [1.37636107e-07 4.03710152e+00 1.25885931e-07 6.31095486e+00\n",
      "  1.56868236e-08 4.16059913e-09 6.26327591e-10 1.78619350e-09\n",
      "  6.23147961e-09]\n",
      " [9.01084424e-05 6.46463814e-08 7.27247940e+00 1.97837158e-07\n",
      "  3.12714834e-09 8.12879796e-07 1.06945644e-08 6.26327591e-10\n",
      "  6.87193335e-08]\n",
      " [2.05822925e-07 1.57773779e+00 9.91482015e-07 3.46037272e+00\n",
      "  1.09774784e-07 5.87324337e-08 7.19399224e-09 1.04899918e-07\n",
      "  6.26327591e-10]]\n",
      "164\n",
      "====================================================================================================\n",
      "Iteration number 164 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.63694832e-10 4.97019847e-08 3.00858145e-08 5.09815003e-09\n",
      "  4.02939121e+00 5.15074250e-09 9.13513743e-01 7.36649833e-08\n",
      "  5.63694832e-10]\n",
      " [1.85612374e+00 5.63694832e-10 2.26837724e-09 6.62913645e-08\n",
      "  3.22408459e-01 1.10287704e-08 1.39459298e+00 2.79440507e-07\n",
      "  5.58592715e-07]\n",
      " [4.42368650e-07 4.44372246e-09 5.63694832e-10 5.41367780e-09\n",
      "  5.63694832e-10 3.54620717e-09 5.63694832e-10 1.95297879e-07\n",
      "  6.66666525e+00]\n",
      " [1.03003324e+00 8.22274135e-08 1.62254652e-04 5.63694832e-10\n",
      "  9.71735058e-01 5.63694832e-10 9.54702923e+00 5.80878320e-05\n",
      "  9.20869936e-08]\n",
      " [1.42808655e-07 9.28830098e-07 1.30509048e-08 1.48042707e-08\n",
      "  5.63694832e-10 1.59999966e+01 5.43707232e-08 3.34238455e-09\n",
      "  5.63694832e-10]\n",
      " [2.96518785e-05 1.70303596e-07 1.96423845e-07 5.02939661e-09\n",
      "  2.80856376e-06 5.63694832e-10 5.17176888e-08 4.70582668e+00\n",
      "  2.24169047e-08]\n",
      " [1.23872497e-07 4.30005804e+00 1.13297338e-07 5.67985937e+00\n",
      "  1.41181413e-08 3.74453922e-09 5.63694832e-10 1.60757415e-09\n",
      "  5.60833165e-09]\n",
      " [8.10975982e-05 5.81817433e-08 7.27250419e+00 1.78053442e-07\n",
      "  2.81443350e-09 7.31591817e-07 9.62510794e-09 5.63694832e-10\n",
      "  6.18474001e-08]\n",
      " [1.85240632e-07 1.41996401e+00 8.92333813e-07 3.68576402e+00\n",
      "  9.87973054e-08 5.28591903e-08 6.47459302e-09 9.44099261e-08\n",
      "  5.63694832e-10]]\n",
      "165\n",
      "====================================================================================================\n",
      "Iteration number 165 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.07325349e-10 4.47317863e-08 2.70772330e-08 4.58833503e-09\n",
      "  3.93895209e+00 4.63566825e-09 9.98632957e-01 6.62984850e-08\n",
      "  5.07325349e-10]\n",
      " [1.88926136e+00 5.07325349e-10 2.04153951e-09 5.96622281e-08\n",
      "  3.73500946e-01 9.92589340e-09 1.25513368e+00 2.51496457e-07\n",
      "  5.02733444e-07]\n",
      " [3.98131785e-07 3.99935021e-09 5.07325349e-10 4.87231002e-09\n",
      "  5.07325349e-10 3.19158645e-09 5.07325349e-10 1.75768091e-07\n",
      "  6.66666539e+00]\n",
      " [9.77029913e-01 7.40046722e-08 1.46029187e-04 5.07325349e-10\n",
      "  1.04122822e+00 5.07325349e-10 9.59232630e+00 5.22790488e-05\n",
      "  8.28782943e-08]\n",
      " [1.28527789e-07 8.35947088e-07 1.17458143e-08 1.33238436e-08\n",
      "  5.07325349e-10 1.59999970e+01 4.89336509e-08 3.00814610e-09\n",
      "  5.07325349e-10]\n",
      " [2.66866907e-05 1.53273237e-07 1.76781460e-07 4.52645695e-09\n",
      "  2.52770738e-06 5.07325349e-10 4.65459199e-08 4.70583225e+00\n",
      "  2.01752142e-08]\n",
      " [1.11485247e-07 4.37005223e+00 1.01967604e-07 5.51187343e+00\n",
      "  1.27063271e-08 3.37008530e-09 5.07325349e-10 1.44681674e-09\n",
      "  5.04749848e-09]\n",
      " [7.29878384e-05 5.23635690e-08 7.27252650e+00 1.60248098e-07\n",
      "  2.53299015e-09 6.58432635e-07 8.66259715e-09 5.07325349e-10\n",
      "  5.56626601e-08]\n",
      " [1.66716569e-07 1.37796761e+00 8.03100432e-07 3.74575904e+00\n",
      "  8.89175749e-08 4.75732713e-08 5.82713371e-09 8.49689335e-08\n",
      "  5.07325349e-10]]\n",
      "166\n",
      "====================================================================================================\n",
      "Iteration number 166 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[4.56592814e-10 4.02586076e-08 2.43695097e-08 4.12950153e-09\n",
      "  3.85755688e+00 4.17210142e-09 1.07524025e+00 5.96686365e-08\n",
      "  4.56592814e-10]\n",
      " [1.91908523e+00 4.56592814e-10 1.83738556e-09 5.36960053e-08\n",
      "  3.36150852e-01 8.93330406e-09 1.21295364e+00 2.26346811e-07\n",
      "  4.52460099e-07]\n",
      " [3.58318606e-07 3.59941519e-09 4.56592814e-10 4.38507902e-09\n",
      "  4.56592814e-10 2.87242781e-09 4.56592814e-10 1.58191282e-07\n",
      "  6.66666552e+00]\n",
      " [9.29326922e-01 6.66042049e-08 1.31426268e-04 4.56592814e-10\n",
      "  1.18710540e+00 4.56592814e-10 9.43309367e+00 4.70511439e-05\n",
      "  7.45904648e-08]\n",
      " [1.15675010e-07 7.52352380e-07 1.05712329e-08 1.19914593e-08\n",
      "  4.56592814e-10 1.59999973e+01 4.40402858e-08 2.70733149e-09\n",
      "  4.56592814e-10]\n",
      " [2.40180216e-05 1.37945913e-07 1.59103314e-07 4.07381126e-09\n",
      "  2.27493665e-06 4.56592814e-10 4.18913279e-08 4.70583726e+00\n",
      "  1.81576928e-08]\n",
      " [1.00336722e-07 4.26638034e+00 9.17708440e-08 5.76068609e+00\n",
      "  1.14356944e-08 3.03307677e-09 4.56592814e-10 1.30213506e-09\n",
      "  4.54274863e-09]\n",
      " [6.56890545e-05 4.71272121e-08 7.27254658e+00 1.44223288e-07\n",
      "  2.27969114e-09 5.92589371e-07 7.79633743e-09 4.56592814e-10\n",
      "  5.00963941e-08]\n",
      " [1.50044912e-07 1.44017085e+00 7.22790389e-07 3.65689742e+00\n",
      "  8.00258174e-08 4.28159442e-08 5.24442034e-09 7.64720402e-08\n",
      "  4.56592814e-10]]\n",
      "167\n",
      "====================================================================================================\n",
      "Iteration number 167 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.10933532e-10 3.62327469e-08 2.19325587e-08 3.71655137e-09\n",
      "  3.90930119e+00 3.75489128e-09 1.02653975e+00 5.37017728e-08\n",
      "  4.10933532e-10]\n",
      " [1.94592670e+00 4.10933532e-10 1.65364701e-09 4.83264047e-08\n",
      "  3.02535767e-01 8.03997366e-09 1.17499161e+00 2.03712130e-07\n",
      "  4.07214089e-07]\n",
      " [3.22486745e-07 3.23947367e-09 4.10933532e-10 3.94657112e-09\n",
      "  4.10933532e-10 2.58518503e-09 4.10933532e-10 1.42372154e-07\n",
      "  6.66666563e+00]\n",
      " [8.86394230e-01 5.99437844e-08 1.18283641e-04 4.10933532e-10\n",
      "  1.15172819e+00 4.10933532e-10 9.68978431e+00 4.23460295e-05\n",
      "  6.71314183e-08]\n",
      " [1.04107509e-07 6.77117142e-07 9.51410960e-09 1.07923134e-08\n",
      "  4.10933532e-10 1.59999975e+01 3.96362572e-08 2.43659834e-09\n",
      "  4.10933532e-10]\n",
      " [2.16162195e-05 1.24151322e-07 1.43192983e-07 3.66643013e-09\n",
      "  2.04744298e-06 4.10933532e-10 3.77021951e-08 4.70584177e+00\n",
      "  1.63419235e-08]\n",
      " [9.03030501e-08 4.33974231e+00 8.25937596e-08 5.58461748e+00\n",
      "  1.02921250e-08 2.72976909e-09 4.10933532e-10 1.17192156e-09\n",
      "  4.08847377e-09]\n",
      " [5.91201491e-05 4.24144909e-08 7.27256465e+00 1.29800959e-07\n",
      "  2.05172202e-09 5.33330434e-07 7.01670369e-09 4.10933532e-10\n",
      "  4.50867547e-08]\n",
      " [1.35040421e-07 1.39615376e+00 6.50511350e-07 3.71977911e+00\n",
      "  7.20232357e-08 3.85343498e-08 4.71997831e-09 6.88248362e-08\n",
      "  4.10933532e-10]]\n",
      "168\n",
      "====================================================================================================\n",
      "Iteration number 168 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.69840179e-10 3.26094722e-08 1.97393029e-08 3.34489624e-09\n",
      "  4.01837107e+00 3.37940215e-09 9.23885778e-01 4.83315956e-08\n",
      "  3.69840179e-10]\n",
      " [2.00133403e+00 3.69840179e-10 1.48828231e-09 4.34937643e-08\n",
      "  2.72282190e-01 7.23597629e-09 1.05749245e+00 1.83340917e-07\n",
      "  3.66492680e-07]\n",
      " [2.90238071e-07 2.91552630e-09 3.69840179e-10 3.55191400e-09\n",
      "  3.69840179e-10 2.32666652e-09 3.69840179e-10 1.28134939e-07\n",
      "  6.66666574e+00]\n",
      " [7.97754807e-01 5.39494060e-08 1.06455277e-04 3.69840179e-10\n",
      "  1.03655537e+00 3.69840179e-10 1.03208059e+01 3.81114266e-05\n",
      "  6.04182765e-08]\n",
      " [9.36967583e-08 6.09405427e-07 8.56269864e-09 9.71308202e-09\n",
      "  3.69840179e-10 1.59999978e+01 3.56726315e-08 2.19293850e-09\n",
      "  3.69840179e-10]\n",
      " [1.94545975e-05 1.11736190e-07 1.28873685e-07 3.29978712e-09\n",
      "  1.84269868e-06 3.69840179e-10 3.39319756e-08 4.70584583e+00\n",
      "  1.47077312e-08]\n",
      " [8.12727451e-08 4.57243474e+00 7.43343836e-08 5.02615573e+00\n",
      "  9.26291249e-09 2.45679218e-09 3.69840179e-10 1.05472940e-09\n",
      "  3.67962639e-09]\n",
      " [5.32081342e-05 3.81730418e-08 7.27258091e+00 1.16820863e-07\n",
      "  1.84654982e-09 4.79997391e-07 6.31503332e-09 3.69840179e-10\n",
      "  4.05780792e-08]\n",
      " [1.21536379e-07 1.25653839e+00 5.85460215e-07 3.91922977e+00\n",
      "  6.48209121e-08 3.46809148e-08 4.24798048e-09 6.19423525e-08\n",
      "  3.69840179e-10]]\n",
      "169\n",
      "====================================================================================================\n",
      "Iteration number 169 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[3.32856161e-10 2.93485250e-08 1.77653726e-08 3.01040661e-09\n",
      "  3.99153396e+00 3.04146194e-09 9.49144259e-01 4.34984360e-08\n",
      "  3.32856161e-10]\n",
      " [1.92620063e+00 3.32856161e-10 1.33945408e-09 3.91443878e-08\n",
      "  3.28387304e-01 6.51237866e-09 1.20174321e+00 1.65006825e-07\n",
      "  3.29843412e-07]\n",
      " [2.61214264e-07 2.62397367e-09 3.32856161e-10 3.19672260e-09\n",
      "  3.32856161e-10 2.09399987e-09 3.32856161e-10 1.15321445e-07\n",
      "  6.66666583e+00]\n",
      " [9.17979326e-01 4.85544654e-08 9.58097495e-05 3.32856161e-10\n",
      "  1.01623317e+00 3.32856161e-10 9.88872529e+00 3.43002839e-05\n",
      "  5.43764489e-08]\n",
      " [8.43270825e-08 5.48464885e-07 7.70642878e-09 8.74177382e-09\n",
      "  3.32856161e-10 1.59999980e+01 3.21053683e-08 1.97364465e-09\n",
      "  3.32856161e-10]\n",
      " [1.75091378e-05 1.00562571e-07 1.15986316e-07 2.96980841e-09\n",
      "  1.65842881e-06 3.32856161e-10 3.05387781e-08 4.70584948e+00\n",
      "  1.32369580e-08]\n",
      " [7.31454706e-08 4.44852460e+00 6.69009453e-08 5.32354016e+00\n",
      "  8.33662124e-09 2.21111296e-09 3.32856161e-10 9.49256460e-10\n",
      "  3.31166375e-09]\n",
      " [4.78873207e-05 3.43557376e-08 7.27259554e+00 1.05138777e-07\n",
      "  1.66189484e-09 4.31997652e-07 5.68352999e-09 3.32856161e-10\n",
      "  3.65202713e-08]\n",
      " [1.09382741e-07 1.33088455e+00 5.26914193e-07 3.81302108e+00\n",
      "  5.83388209e-08 3.12128233e-08 3.82318243e-09 5.57481173e-08\n",
      "  3.32856161e-10]]\n",
      "170\n",
      "====================================================================================================\n",
      "Iteration number 170 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.99570545e-10 2.64136725e-08 1.59888353e-08 2.70936595e-09\n",
      "  3.96738057e+00 2.73731574e-09 9.71876892e-01 3.91485924e-08\n",
      "  2.99570545e-10]\n",
      " [1.95233057e+00 2.99570545e-10 1.20550867e-09 3.52299490e-08\n",
      "  2.95548574e-01 5.86114080e-09 1.16490222e+00 1.48506143e-07\n",
      "  2.96859071e-07]\n",
      " [2.35092837e-07 2.36157631e-09 2.99570545e-10 2.87705034e-09\n",
      "  2.99570545e-10 1.88459988e-09 2.99570545e-10 1.03789300e-07\n",
      "  6.66666591e+00]\n",
      " [8.76181393e-01 4.36990189e-08 8.62287746e-05 2.99570545e-10\n",
      "  1.08127652e+00 2.99570545e-10 9.89985276e+00 3.08702555e-05\n",
      "  4.89388040e-08]\n",
      " [7.58943742e-08 4.93618396e-07 6.93578590e-09 7.86759644e-09\n",
      "  2.99570545e-10 1.59999982e+01 2.88948315e-08 1.77628019e-09\n",
      "  2.99570545e-10]\n",
      " [1.57582240e-05 9.05063136e-08 1.04387685e-07 2.67282757e-09\n",
      "  1.49258593e-06 2.99570545e-10 2.74849003e-08 4.70585277e+00\n",
      "  1.19132622e-08]\n",
      " [6.58309235e-08 4.42033881e+00 6.02108508e-08 5.39118614e+00\n",
      "  7.50295912e-09 1.99000167e-09 2.99570545e-10 8.54330814e-10\n",
      "  2.98049738e-09]\n",
      " [4.30985887e-05 3.09201638e-08 7.27260872e+00 9.46248994e-08\n",
      "  1.49570536e-09 3.88797887e-07 5.11517699e-09 2.99570545e-10\n",
      "  3.28682442e-08]\n",
      " [9.84444668e-08 1.34779609e+00 4.74222774e-07 3.78886183e+00\n",
      "  5.25049388e-08 2.80915410e-08 3.44086419e-09 5.01733056e-08\n",
      "  2.99570545e-10]]\n",
      "171\n",
      "====================================================================================================\n",
      "Iteration number 171 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.69613491e-10 2.37723052e-08 1.43899518e-08 2.43842936e-09\n",
      "  4.00814251e+00 2.46358417e-09 9.33512732e-01 3.52337332e-08\n",
      "  2.69613491e-10]\n",
      " [1.91334751e+00 2.69613491e-10 1.08495780e-09 3.17069541e-08\n",
      "  2.65993716e-01 5.27502672e-09 1.29841200e+00 1.33655528e-07\n",
      "  2.67173164e-07]\n",
      " [2.11583554e-07 2.12541868e-09 2.69613491e-10 2.58934531e-09\n",
      "  2.69613491e-10 1.69613990e-09 2.69613491e-10 9.34103702e-08\n",
      "  6.66666599e+00]\n",
      " [9.38563254e-01 3.93291170e-08 7.76058971e-05 2.69613491e-10\n",
      "  1.05648220e+00 2.69613491e-10 9.70986748e+00 2.77832300e-05\n",
      "  4.40449236e-08]\n",
      " [6.83049368e-08 4.44256557e-07 6.24220731e-09 7.08083679e-09\n",
      "  2.69613491e-10 1.59999984e+01 2.60053484e-08 1.59865217e-09\n",
      "  2.69613491e-10]\n",
      " [1.41824016e-05 8.14556822e-08 9.39489161e-08 2.40554481e-09\n",
      "  1.34332734e-06 2.69613491e-10 2.47364102e-08 4.70585572e+00\n",
      "  1.07219360e-08]\n",
      " [5.92478312e-08 4.31163826e+00 5.41897657e-08 5.65206753e+00\n",
      "  6.75266321e-09 1.79100150e-09 2.69613491e-10 7.68897733e-10\n",
      "  2.68244764e-09]\n",
      " [3.87887298e-05 2.78281475e-08 7.27262057e+00 8.51624095e-08\n",
      "  1.34613482e-09 3.49918098e-07 4.60365929e-09 2.69613491e-10\n",
      "  2.95814197e-08]\n",
      " [8.86000201e-08 1.41301648e+00 4.26800497e-07 3.69568993e+00\n",
      "  4.72544449e-08 2.52823869e-08 3.09677777e-09 4.51559750e-08\n",
      "  2.69613491e-10]]\n",
      "172\n",
      "====================================================================================================\n",
      "Iteration number 172 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.42652142e-10 2.13950747e-08 1.29509566e-08 2.19458642e-09\n",
      "  3.91982826e+00 2.21722575e-09 1.01663205e+00 3.17103598e-08\n",
      "  2.42652142e-10]\n",
      " [1.94076276e+00 2.42652142e-10 9.76462021e-10 2.85362587e-08\n",
      "  2.39394345e-01 4.74752404e-09 1.25190413e+00 1.20289976e-07\n",
      "  2.40455848e-07]\n",
      " [1.90425198e-07 1.91287681e-09 2.42652142e-10 2.33041078e-09\n",
      "  2.42652142e-10 1.52652591e-09 2.42652142e-10 8.40693332e-08\n",
      "  6.66666606e+00]\n",
      " [8.94706929e-01 3.53962053e-08 6.98453074e-05 2.42652142e-10\n",
      "  1.20083398e+00 2.42652142e-10 9.53888074e+00 2.50049070e-05\n",
      "  3.96404312e-08]\n",
      " [6.14744431e-08 3.99830901e-07 5.61798658e-09 6.37275311e-09\n",
      "  2.42652142e-10 1.59999985e+01 2.34048135e-08 1.43878695e-09\n",
      "  2.42652142e-10]\n",
      " [1.27641614e-05 7.33101140e-08 8.45540245e-08 2.16499033e-09\n",
      "  1.20899461e-06 2.42652142e-10 2.22627692e-08 4.70585839e+00\n",
      "  9.64974241e-09]\n",
      " [5.33230480e-08 4.21380777e+00 4.87707891e-08 5.88686078e+00\n",
      "  6.07739689e-09 1.61190135e-09 2.42652142e-10 6.92007959e-10\n",
      "  2.41420288e-09]\n",
      " [3.49098568e-05 2.50453327e-08 7.27263124e+00 7.66461685e-08\n",
      "  1.21152134e-09 3.14926288e-07 4.14329336e-09 2.42652142e-10\n",
      "  2.66232778e-08]\n",
      " [7.97400181e-08 1.47171484e+00 3.84120447e-07 3.61183522e+00\n",
      "  4.25290004e-08 2.27541482e-08 2.78709999e-09 4.06403775e-08\n",
      "  2.42652142e-10]]\n",
      "173\n",
      "====================================================================================================\n",
      "Iteration number 173 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[2.18386927e-10 1.92555672e-08 1.16558610e-08 1.97512778e-09\n",
      "  3.96534543e+00 1.99550318e-09 9.73792372e-01 2.85393239e-08\n",
      "  2.18386927e-10]\n",
      " [1.93418648e+00 2.18386927e-10 8.78815819e-10 2.56826329e-08\n",
      "  2.15454910e-01 4.27277164e-09 1.29338038e+00 1.08260978e-07\n",
      "  2.16410263e-07]\n",
      " [1.71382679e-07 1.72158913e-09 2.18386927e-10 2.09736970e-09\n",
      "  2.18386927e-10 1.37387332e-09 2.18386927e-10 7.56623999e-08\n",
      "  6.66666612e+00]\n",
      " [9.05236236e-01 3.18565847e-08 6.28607767e-05 2.18386927e-10\n",
      "  1.16408391e+00 2.18386927e-10 9.58499266e+00 2.25044163e-05\n",
      "  3.56763881e-08]\n",
      " [5.53269988e-08 3.59847811e-07 5.05618792e-09 5.73547780e-09\n",
      "  2.18386927e-10 1.59999987e+01 2.10643322e-08 1.29490826e-09\n",
      "  2.18386927e-10]\n",
      " [1.14877453e-05 6.59791026e-08 7.60986221e-08 1.94849130e-09\n",
      "  1.08809515e-06 2.18386927e-10 2.00364923e-08 4.70586078e+00\n",
      "  8.68476817e-09]\n",
      " [4.79907432e-08 4.20909366e+00 4.38937102e-08 5.89817470e+00\n",
      "  5.46965720e-09 1.45071122e-09 2.18386927e-10 6.22807163e-10\n",
      "  2.17278259e-09]\n",
      " [3.14188711e-05 2.25407994e-08 7.27264085e+00 6.89815517e-08\n",
      "  1.09036920e-09 2.83433659e-07 3.72896402e-09 2.18386927e-10\n",
      "  2.39609500e-08]\n",
      " [7.17660163e-08 1.47454335e+00 3.45708402e-07 3.60779456e+00\n",
      "  3.82761004e-08 2.04787334e-08 2.50838999e-09 3.65763397e-08\n",
      "  2.18386927e-10]]\n",
      "174\n",
      "====================================================================================================\n",
      "Iteration number 174 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.96548235e-10 1.73300105e-08 1.04902749e-08 1.77761500e-09\n",
      "  4.00631089e+00 1.79595286e-09 9.35236664e-01 2.56853915e-08\n",
      "  1.96548235e-10]\n",
      " [1.92826784e+00 1.96548235e-10 7.90934237e-10 2.31143696e-08\n",
      "  2.77242753e-01 3.84549448e-09 1.24737568e+00 9.74348802e-08\n",
      "  1.94769237e-07]\n",
      " [1.54244411e-07 1.54943021e-09 1.96548235e-10 1.88763273e-09\n",
      "  1.96548235e-10 1.23648598e-09 1.96548235e-10 6.80961599e-08\n",
      "  6.66666617e+00]\n",
      " [9.14712612e-01 2.86709263e-08 5.65746990e-05 1.96548235e-10\n",
      "  1.04767552e+00 1.96548235e-10 9.82649340e+00 2.02539746e-05\n",
      "  3.21087493e-08]\n",
      " [4.97942989e-08 3.23863030e-07 4.55056913e-09 5.16193002e-09\n",
      "  1.96548235e-10 1.59999988e+01 1.89578990e-08 1.16541743e-09\n",
      "  1.96548235e-10]\n",
      " [1.03389708e-05 5.93811923e-08 6.84887599e-08 1.75364217e-09\n",
      "  9.79285631e-07 1.96548235e-10 1.80328431e-08 4.70586294e+00\n",
      "  7.81629135e-09]\n",
      " [4.31916689e-08 4.37151763e+00 3.95043392e-08 5.50835723e+00\n",
      "  4.92269148e-09 1.30564009e-09 1.96548235e-10 5.60526447e-10\n",
      "  1.95550433e-09]\n",
      " [2.82769840e-05 2.02867195e-08 7.27264949e+00 6.20833965e-08\n",
      "  9.81332284e-10 2.55090293e-07 3.35606762e-09 1.96548235e-10\n",
      "  2.15648550e-08]\n",
      " [6.45894147e-08 1.37708902e+00 3.11137562e-07 3.74701510e+00\n",
      "  3.44484903e-08 1.84308600e-08 2.25755099e-09 3.29187058e-08\n",
      "  1.96548235e-10]]\n",
      "175\n",
      "====================================================================================================\n",
      "Iteration number 175 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.76893411e-10 1.55970095e-08 9.44124737e-09 1.59985350e-09\n",
      "  3.98067980e+00 1.61635757e-09 9.59360057e-01 2.31168523e-08\n",
      "  1.76893411e-10]\n",
      " [1.95419105e+00 1.76893411e-10 7.11840813e-10 2.08029326e-08\n",
      "  3.32851811e-01 3.46094503e-09 1.12263811e+00 8.76913922e-08\n",
      "  1.75292313e-07]\n",
      " [1.38819970e-07 1.39448719e-09 1.76893411e-10 1.69886946e-09\n",
      "  1.76893411e-10 1.11283739e-09 1.76893411e-10 6.12865439e-08\n",
      "  6.66666622e+00]\n",
      " [8.73241351e-01 2.58038336e-08 5.09172291e-05 1.76893411e-10\n",
      "  1.02624130e+00 1.76893411e-10 1.00438441e+01 1.82285772e-05\n",
      "  2.88978744e-08]\n",
      " [4.48148690e-08 2.91476727e-07 4.09551222e-09 4.64573702e-09\n",
      "  1.76893411e-10 1.59999989e+01 1.70621091e-08 1.04887569e-09\n",
      "  1.76893411e-10]\n",
      " [9.30507368e-06 5.34430731e-08 6.16398839e-08 1.57827795e-09\n",
      "  8.81357068e-07 1.76893411e-10 1.62295588e-08 4.70586488e+00\n",
      "  7.03466222e-09]\n",
      " [3.88725020e-08 4.51769920e+00 3.55539053e-08 5.15752151e+00\n",
      "  4.43042233e-09 1.17507608e-09 1.76893411e-10 5.04473802e-10\n",
      "  1.75995390e-09]\n",
      " [2.54492856e-05 1.82580475e-08 7.27265727e+00 5.58750568e-08\n",
      "  8.83199056e-10 2.29581264e-07 3.02046086e-09 1.76893411e-10\n",
      "  1.94083695e-08]\n",
      " [5.81304732e-08 1.28938012e+00 2.80023806e-07 3.87231359e+00\n",
      "  3.10036413e-08 1.65877740e-08 2.03179589e-09 2.96268352e-08\n",
      "  1.76893411e-10]]\n",
      "176\n",
      "====================================================================================================\n",
      "Iteration number 176 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.59204070e-10 1.40373085e-08 8.49712263e-09 1.43986815e-09\n",
      "  4.02011182e+00 1.45472182e-09 9.22247580e-01 2.08051671e-08\n",
      "  1.59204070e-10]\n",
      " [1.91502195e+00 1.59204070e-10 6.40656732e-10 1.87226394e-08\n",
      "  3.82899963e-01 3.11485053e-09 1.17704097e+00 7.89222530e-08\n",
      "  1.57763082e-07]\n",
      " [1.24937973e-07 1.25503847e-09 1.59204070e-10 1.52898251e-09\n",
      "  1.59204070e-10 1.00155365e-09 1.59204070e-10 5.51578895e-08\n",
      "  6.66666627e+00]\n",
      " [9.35917216e-01 2.32234503e-08 4.58255062e-05 1.59204070e-10\n",
      "  9.23617174e-01 1.59204070e-10 1.00394597e+01 1.64057195e-05\n",
      "  2.60080869e-08]\n",
      " [4.03333821e-08 2.62329054e-07 3.68596099e-09 4.18116332e-09\n",
      "  1.59204070e-10 1.59999990e+01 1.53558982e-08 9.43988120e-10\n",
      "  1.59204070e-10]\n",
      " [8.37456631e-06 4.80987658e-08 5.54758955e-08 1.42045015e-09\n",
      "  7.93221361e-07 1.59204070e-10 1.46066029e-08 4.70586663e+00\n",
      "  6.33119600e-09]\n",
      " [3.49852518e-08 4.56592928e+00 3.19985147e-08 5.04176936e+00\n",
      "  3.98738010e-09 1.05756848e-09 1.59204070e-10 4.54026422e-10\n",
      "  1.58395851e-09]\n",
      " [2.29043571e-05 1.64322428e-08 7.27266427e+00 5.02875512e-08\n",
      "  7.94879150e-10 2.06623138e-07 2.71841477e-09 1.59204070e-10\n",
      "  1.74675325e-08]\n",
      " [5.23174259e-08 1.26044210e+00 2.52021425e-07 3.91365366e+00\n",
      "  2.79032772e-08 1.49289966e-08 1.82861630e-09 2.66641517e-08\n",
      "  1.59204070e-10]]\n",
      "177\n",
      "====================================================================================================\n",
      "Iteration number 177 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.43283663e-10 1.26335777e-08 7.64741037e-09 1.29588134e-09\n",
      "  4.11810064e+00 1.30924963e-09 8.30022822e-01 1.87246504e-08\n",
      "  1.43283663e-10]\n",
      " [1.94226975e+00 1.43283663e-10 5.76591059e-10 1.68503754e-08\n",
      "  3.44609967e-01 2.80336547e-09 1.14267020e+00 7.10300277e-08\n",
      "  1.41986773e-07]\n",
      " [1.12444175e-07 1.12953463e-09 1.43283663e-10 1.37608426e-09\n",
      "  1.43283663e-10 9.01398283e-10 1.43283663e-10 4.96421006e-08\n",
      "  6.66666631e+00]\n",
      " [8.92325494e-01 2.09011053e-08 4.12429556e-05 1.43283663e-10\n",
      "  8.31255456e-01 1.43283663e-10 1.04355137e+01 1.47651475e-05\n",
      "  2.34072782e-08]\n",
      " [3.63000439e-08 2.36096149e-07 3.31736489e-09 3.76304699e-09\n",
      "  1.43283663e-10 1.59999991e+01 1.38203083e-08 8.49589308e-10\n",
      "  1.43283663e-10]\n",
      " [7.53710968e-06 4.32888892e-08 4.99283059e-08 1.27840514e-09\n",
      "  7.13899225e-07 1.43283663e-10 1.31459426e-08 4.70586820e+00\n",
      "  5.69807640e-09]\n",
      " [3.14867266e-08 4.69266968e+00 2.87986633e-08 4.73759242e+00\n",
      "  3.58864209e-09 9.51811629e-10 1.43283663e-10 4.08623780e-10\n",
      "  1.42556266e-09]\n",
      " [2.06139214e-05 1.47890185e-08 7.27267057e+00 4.52587960e-08\n",
      "  7.15391235e-10 1.85960824e-07 2.44657330e-09 1.43283663e-10\n",
      "  1.57207793e-08]\n",
      " [4.70856833e-08 1.18439789e+00 2.26819283e-07 4.02228830e+00\n",
      "  2.51129495e-08 1.34360970e-08 1.64575467e-09 2.39977365e-08\n",
      "  1.43283663e-10]]\n",
      "178\n",
      "====================================================================================================\n",
      "Iteration number 178 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.28955297e-10 1.13702199e-08 6.88266933e-09 1.16629320e-09\n",
      "  4.08129058e+00 1.17832467e-09 8.64667599e-01 1.68521853e-08\n",
      "  1.28955297e-10]\n",
      " [1.96679278e+00 1.28955297e-10 5.18931953e-10 1.51653379e-08\n",
      "  3.10148970e-01 2.52302893e-09 1.11173652e+00 6.39270249e-08\n",
      "  1.27788096e-07]\n",
      " [1.01199758e-07 1.01658116e-09 1.28955297e-10 1.23847583e-09\n",
      "  1.28955297e-10 8.11258454e-10 1.28955297e-10 4.46778905e-08\n",
      "  6.66666634e+00]\n",
      " [8.53092945e-01 1.88109947e-08 3.71186600e-05 1.28955297e-10\n",
      "  9.14796577e-01 1.28955297e-10 1.03919623e+01 1.32886328e-05\n",
      "  2.10665504e-08]\n",
      " [3.26700395e-08 2.12486534e-07 2.98562840e-09 3.38674229e-09\n",
      "  1.28955297e-10 1.59999992e+01 1.24382775e-08 7.64630377e-10\n",
      "  1.28955297e-10]\n",
      " [6.78339871e-06 3.89600003e-08 4.49354753e-08 1.15056463e-09\n",
      "  6.42509302e-07 1.28955297e-10 1.18313483e-08 4.70586962e+00\n",
      "  5.12826876e-09]\n",
      " [2.83380540e-08 4.64006938e+00 2.59187969e-08 4.86383318e+00\n",
      "  3.22977788e-09 8.56630466e-10 1.28955297e-10 3.67761402e-10\n",
      "  1.28300639e-09]\n",
      " [1.85525292e-05 1.33101167e-08 7.27267624e+00 4.07329164e-08\n",
      "  6.43852112e-10 1.67364741e-07 2.20191597e-09 1.28955297e-10\n",
      "  1.41487014e-08]\n",
      " [4.23771150e-08 1.21595810e+00 2.04137354e-07 3.97720232e+00\n",
      "  2.26016545e-08 1.20924873e-08 1.48117921e-09 2.15979629e-08\n",
      "  1.28955297e-10]]\n",
      "179\n",
      "====================================================================================================\n",
      "Iteration number 179 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.16059767e-10 1.02331979e-08 6.19440240e-09 1.04966388e-09\n",
      "  4.11066152e+00 1.06049220e-09 8.37024368e-01 1.51669668e-08\n",
      "  1.16059767e-10]\n",
      " [2.02011350e+00 1.16059767e-10 4.67038758e-10 1.36488041e-08\n",
      "  2.79134073e-01 2.27072603e-09 1.00056286e+00 5.75343224e-08\n",
      "  1.15009287e-07]\n",
      " [9.10797821e-08 9.14923047e-10 1.16059767e-10 1.11462825e-09\n",
      "  1.16059767e-10 7.30132609e-10 1.16059767e-10 4.02101015e-08\n",
      "  6.66666637e+00]\n",
      " [7.67783650e-01 1.69298953e-08 3.34067940e-05 1.16059767e-10\n",
      "  9.06650253e-01 1.16059767e-10 1.07527661e+01 1.19597695e-05\n",
      "  1.89598954e-08]\n",
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      "  1.16059767e-10 1.59999993e+01 1.11944498e-08 6.88167339e-10\n",
      "  1.16059767e-10]\n",
      " [6.10505884e-06 3.50640003e-08 4.04419278e-08 1.03550816e-09\n",
      "  5.78258372e-07 1.16059767e-10 1.06482135e-08 4.70587089e+00\n",
      "  4.61544188e-09]\n",
      " [2.55042486e-08 4.75939578e+00 2.33269172e-08 4.57744986e+00\n",
      "  2.90680009e-09 7.70967419e-10 1.16059767e-10 3.30985262e-10\n",
      "  1.15470575e-09]\n",
      " [1.66972763e-05 1.19791050e-08 7.27268134e+00 3.66596248e-08\n",
      "  5.79466900e-10 1.50628267e-07 1.98172437e-09 1.16059767e-10\n",
      "  1.27338312e-08]\n",
      " [3.81394035e-08 1.14436229e+00 1.83723619e-07 4.07948209e+00\n",
      "  2.03414891e-08 1.08832385e-08 1.33306129e-09 1.94381666e-08\n",
      "  1.16059767e-10]]\n",
      "180\n",
      "====================================================================================================\n",
      "Iteration number 180 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.04453790e-10 9.20987811e-09 5.57496216e-09 9.44697494e-10\n",
      "  4.19959537e+00 9.54442983e-10 7.53321932e-01 1.36502701e-08\n",
      "  1.04453790e-10]\n",
      " [2.03685215e+00 1.04453790e-10 4.20334882e-10 1.22839237e-08\n",
      "  2.51220666e-01 2.04365343e-09 9.83839912e-01 5.17808902e-08\n",
      "  1.03508358e-07]\n",
      " [8.19718038e-08 8.23430743e-10 1.04453790e-10 1.00316543e-09\n",
      "  1.04453790e-10 6.57119348e-10 1.04453790e-10 3.61890913e-08\n",
      "  6.66666640e+00]\n",
      " [7.41005285e-01 1.52369057e-08 3.00661146e-05 1.04453790e-10\n",
      "  8.15985228e-01 1.04453790e-10 1.10774895e+01 1.07637925e-05\n",
      "  1.70639058e-08]\n",
      " [2.64627320e-08 1.72114092e-07 2.41835901e-09 2.74326125e-09\n",
      "  1.04453790e-10 1.59999994e+01 1.00750048e-08 6.19350605e-10\n",
      "  1.04453790e-10]\n",
      " [5.49455296e-06 3.15576002e-08 3.63977350e-08 9.31957346e-10\n",
      "  5.20432535e-07 1.04453790e-10 9.58339215e-09 4.70587204e+00\n",
      "  4.15389769e-09]\n",
      " [2.29538237e-08 4.86678953e+00 2.09942255e-08 4.31970487e+00\n",
      "  2.61612008e-09 6.93870677e-10 1.04453790e-10 2.97886736e-10\n",
      "  1.03923518e-09]\n",
      " [1.50275487e-05 1.07811945e-08 7.27268593e+00 3.29936623e-08\n",
      "  5.21520210e-10 1.35565441e-07 1.78355193e-09 1.04453790e-10\n",
      "  1.14604481e-08]\n",
      " [3.43254631e-08 1.07992606e+00 1.65351257e-07 4.17153388e+00\n",
      "  1.83073402e-08 9.79491469e-09 1.19975516e-09 1.74943499e-08\n",
      "  1.04453790e-10]]\n",
      "181\n",
      "====================================================================================================\n",
      "Iteration number 181 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[9.40084114e-11 8.28889030e-09 5.01746594e-09 8.50227744e-10\n",
      "  4.15463583e+00 8.58998685e-10 7.95636797e-01 1.22852431e-08\n",
      "  9.40084114e-11]\n",
      " [2.08316693e+00 9.40084114e-11 3.78301394e-10 1.10555313e-08\n",
      "  2.26098599e-01 1.83928809e-09 8.85455921e-01 4.66028012e-08\n",
      "  9.31575221e-08]\n",
      " [7.37746235e-08 7.41087668e-10 9.40084114e-11 9.02848883e-10\n",
      "  9.40084114e-11 5.91407413e-10 9.40084114e-11 3.25701822e-08\n",
      "  6.66666643e+00]\n",
      " [6.66904757e-01 1.37132152e-08 2.70595031e-05 9.40084114e-11\n",
      "  9.01053372e-01 9.40084114e-11 1.11697405e+01 9.68741329e-06\n",
      "  1.53575152e-08]\n",
      " [2.38164588e-08 1.54902683e-07 2.17652311e-09 2.46893513e-09\n",
      "  9.40084114e-11 1.59999994e+01 9.06750430e-09 5.57415545e-10\n",
      "  9.40084114e-11]\n",
      " [4.94509766e-06 2.84018402e-08 3.27579615e-08 8.38761612e-10\n",
      "  4.68389281e-07 9.40084114e-11 8.62505293e-09 4.70587307e+00\n",
      "  3.73850792e-09]\n",
      " [2.06584413e-08 4.88011058e+00 1.88948030e-08 4.28773439e+00\n",
      "  2.35450807e-09 6.24483609e-10 9.40084114e-11 2.68098062e-10\n",
      "  9.35311659e-10]\n",
      " [1.35247938e-05 9.70307505e-09 7.27269007e+00 2.96942961e-08\n",
      "  4.69368189e-10 1.22008897e-07 1.60519674e-09 9.40084114e-11\n",
      "  1.03144033e-08]\n",
      " [3.08929168e-08 1.07193346e+00 1.48816131e-07 4.18295192e+00\n",
      "  1.64766061e-08 8.81542322e-09 1.07977964e-09 1.57449149e-08\n",
      "  9.40084114e-11]]\n",
      "182\n",
      "====================================================================================================\n",
      "Iteration number 182 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[8.46075702e-11 7.46000127e-09 4.51571935e-09 7.65204970e-10\n",
      "  4.17667225e+00 7.73098816e-10 7.74896647e-01 1.10567188e-08\n",
      "  8.46075702e-11]\n",
      " [2.03110024e+00 8.46075702e-11 3.40471254e-10 9.94997818e-09\n",
      "  2.03488739e-01 1.65535928e-09 1.04691033e+00 4.19425210e-08\n",
      "  8.38417699e-08]\n",
      " [6.63971611e-08 6.66978902e-10 8.46075702e-11 8.12563995e-10\n",
      "  8.46075702e-11 5.32266672e-10 8.46075702e-11 2.93131640e-08\n",
      "  6.66666645e+00]\n",
      " [7.50214281e-01 1.23418936e-08 2.43535528e-05 8.46075702e-11\n",
      "  8.94281368e-01 8.46075702e-11 1.08527665e+01 8.71867196e-06\n",
      "  1.38217637e-08]\n",
      " [2.14348129e-08 1.39412415e-07 1.95887080e-09 2.22204161e-09\n",
      "  8.46075702e-11 1.59999995e+01 8.16075387e-09 5.01673990e-10\n",
      "  8.46075702e-11]\n",
      " [4.45058789e-06 2.55616562e-08 2.94821654e-08 7.54885451e-10\n",
      "  4.21550353e-07 8.46075702e-11 7.76254764e-09 4.70587400e+00\n",
      "  3.36465713e-09]\n",
      " [1.85925972e-08 4.72543285e+00 1.70053227e-08 4.65896095e+00\n",
      "  2.11905727e-09 5.62035249e-10 8.46075702e-11 2.41288256e-10\n",
      "  8.41780493e-10]\n",
      " [1.21723144e-05 8.73276754e-09 7.27269379e+00 2.67248665e-08\n",
      "  4.22431370e-10 1.09808007e-07 1.44467707e-09 8.46075702e-11\n",
      "  9.28296296e-09]\n",
      " [2.78036251e-08 1.16474011e+00 1.33934518e-07 4.05037102e+00\n",
      "  1.48289455e-08 7.93388090e-09 9.71801677e-10 1.41704234e-08\n",
      "  8.46075702e-11]]\n",
      "183\n",
      "====================================================================================================\n",
      "Iteration number 183 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.61468132e-11 6.71400114e-09 4.06414742e-09 6.88684473e-10\n",
      "  4.25900502e+00 6.95788935e-10 6.97406982e-01 9.95104693e-09\n",
      "  7.61468132e-11]\n",
      " [1.98424022e+00 7.61468132e-11 3.06424129e-10 8.95498036e-09\n",
      "  1.83139865e-01 1.48982335e-09 1.19221930e+00 3.77482689e-08\n",
      "  7.54575929e-08]\n",
      " [5.97574450e-08 6.00281011e-10 7.61468132e-11 7.31307596e-10\n",
      "  7.61468132e-11 4.79040005e-10 7.61468132e-11 2.63818476e-08\n",
      "  6.66666648e+00]\n",
      " [8.25192853e-01 1.11077043e-08 2.19181976e-05 7.61468132e-11\n",
      "  8.04853231e-01 7.61468132e-11 1.07674898e+01 7.84680476e-06\n",
      "  1.24395874e-08]\n",
      " [1.92913316e-08 1.25471173e-07 1.76298372e-09 1.99983745e-09\n",
      "  7.61468132e-11 1.59999995e+01 7.34467848e-09 4.51506591e-10\n",
      "  7.61468132e-11]\n",
      " [4.00552910e-06 2.30054906e-08 2.65339488e-08 6.79396905e-10\n",
      "  3.79395318e-07 7.61468132e-11 6.98629288e-09 4.70587483e+00\n",
      "  3.02819142e-09]\n",
      " [1.67333375e-08 4.66955624e+00 1.53047904e-08 4.79306485e+00\n",
      "  1.90715154e-09 5.05831724e-10 7.61468132e-11 2.17159430e-10\n",
      "  7.57602444e-10]\n",
      " [1.09550830e-05 7.85949079e-09 7.27269714e+00 2.40523798e-08\n",
      "  3.80188233e-10 9.88272062e-08 1.30020936e-09 7.61468132e-11\n",
      "  8.35466667e-09]\n",
      " [2.50232626e-08 1.19826610e+00 1.20541066e-07 4.00247677e+00\n",
      "  1.33460510e-08 7.14049281e-09 8.74621510e-10 1.27533811e-08\n",
      "  7.61468132e-11]]\n",
      "184\n",
      "====================================================================================================\n",
      "Iteration number 184 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.85321319e-11 6.04260103e-09 3.65773267e-09 6.19816026e-10\n",
      "  4.33310452e+00 6.26210041e-10 6.27666284e-01 8.95594223e-09\n",
      "  6.85321319e-11]\n",
      " [2.00456620e+00 6.85321319e-11 2.75781716e-10 8.05948233e-09\n",
      "  1.64825879e-01 1.34084102e-09 1.15633070e+00 3.39734420e-08\n",
      "  6.79118336e-08]\n",
      " [5.37817005e-08 5.40252910e-10 6.85321319e-11 6.58176836e-10\n",
      "  6.85321319e-11 4.31136004e-10 6.85321319e-11 2.37436628e-08\n",
      "  6.66666649e+00]\n",
      " [7.92673568e-01 9.99693385e-09 1.97263778e-05 6.85321319e-11\n",
      "  7.24367908e-01 6.85321319e-11 1.10907408e+01 7.06212429e-06\n",
      "  1.11956286e-08]\n",
      " [1.73621985e-08 1.12924056e-07 1.58668535e-09 1.79985371e-09\n",
      "  6.85321319e-11 1.59999996e+01 6.61021064e-09 4.06355932e-10\n",
      "  6.85321319e-11]\n",
      " [3.60497619e-06 2.07049415e-08 2.38805540e-08 6.11457215e-10\n",
      "  3.41455786e-07 6.85321319e-11 6.28766359e-09 4.70587558e+00\n",
      "  2.72537228e-09]\n",
      " [1.50600037e-08 4.78593395e+00 1.37743114e-08 4.51375837e+00\n",
      "  1.71643639e-09 4.55248551e-10 6.85321319e-11 1.95443487e-10\n",
      "  6.81842199e-10]\n",
      " [9.85957468e-06 7.07354171e-09 7.27270015e+00 2.16471418e-08\n",
      "  3.42169410e-10 8.89444856e-08 1.17018842e-09 6.85321319e-11\n",
      "  7.51920000e-09]\n",
      " [2.25209364e-08 1.12843949e+00 1.08486960e-07 4.10222909e+00\n",
      "  1.20114459e-08 6.42644353e-09 7.87159359e-10 1.14780430e-08\n",
      "  6.85321319e-11]]\n",
      "185\n",
      "====================================================================================================\n",
      "Iteration number 185 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.16789187e-11 5.43834093e-09 3.29195941e-09 5.57834423e-10\n",
      "  4.39979407e+00 5.63589037e-10 5.64899656e-01 8.06034801e-09\n",
      "  6.16789187e-11]\n",
      " [2.02285958e+00 6.16789187e-11 2.48203544e-10 7.25353409e-09\n",
      "  1.48343291e-01 1.20675691e-09 1.12403096e+00 3.05760978e-08\n",
      "  6.11206502e-08]\n",
      " [4.84035305e-08 4.86227619e-10 6.16789187e-11 5.92359152e-10\n",
      "  6.16789187e-11 3.88022404e-10 6.16789187e-11 2.13692965e-08\n",
      "  6.66666651e+00]\n",
      " [7.63406211e-01 8.99724046e-09 1.77537400e-05 6.16789187e-11\n",
      "  6.51931117e-01 6.16789187e-11 1.13816668e+01 6.35591186e-06\n",
      "  1.00760658e-08]\n",
      " [1.56259786e-08 1.01631650e-07 1.42801681e-09 1.61986834e-09\n",
      "  6.16789187e-11 1.59999996e+01 5.94918957e-09 3.65720339e-10\n",
      "  6.16789187e-11]\n",
      " [3.24447858e-06 1.86344474e-08 2.14924986e-08 5.50311493e-10\n",
      "  3.07310208e-07 6.16789187e-11 5.65889723e-09 4.70587626e+00\n",
      "  2.45283505e-09]\n",
      " [1.35540034e-08 4.89067388e+00 1.23968802e-08 4.26238253e+00\n",
      "  1.54479275e-09 4.09723696e-10 6.16789187e-11 1.75899138e-10\n",
      "  6.13657979e-10]\n",
      " [8.87361721e-06 6.36618754e-09 7.27270286e+00 1.94824277e-08\n",
      "  3.07952469e-10 8.00500370e-08 1.05316958e-09 6.16789187e-11\n",
      "  6.76728000e-09]\n",
      " [2.02688427e-08 1.06559554e+00 9.76382638e-08 4.19200618e+00\n",
      "  1.08103013e-08 5.78379917e-09 7.08443423e-10 1.03302387e-08\n",
      "  6.16789187e-11]]\n",
      "186\n",
      "====================================================================================================\n",
      "Iteration number 186 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.55110268e-11 4.89450683e-09 2.96276347e-09 5.02050981e-10\n",
      "  4.45981466e+00 5.07230133e-10 5.08409690e-01 7.25431321e-09\n",
      "  5.55110268e-11]\n",
      " [2.03932362e+00 5.55110268e-11 2.23383190e-10 6.52818068e-09\n",
      "  1.33508962e-01 1.08608122e-09 1.09496120e+00 2.75184881e-08\n",
      "  5.50085852e-08]\n",
      " [4.35631774e-08 4.37604857e-10 5.55110268e-11 5.33123237e-10\n",
      "  5.55110268e-11 3.49220163e-10 5.55110268e-11 1.92323669e-08\n",
      "  6.66666653e+00]\n",
      " [7.37065590e-01 8.09751642e-09 1.59783660e-05 5.55110268e-11\n",
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      "  9.06845918e-09]\n",
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      "  5.55110268e-11 1.59999997e+01 5.35427061e-09 3.29148305e-10\n",
      "  5.55110268e-11]\n",
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      "  2.76579187e-07 5.55110268e-11 5.09300751e-09 4.70587687e+00\n",
      "  2.20755154e-09]\n",
      " [1.21986030e-08 4.98493983e+00 1.11571922e-08 4.03614428e+00\n",
      "  1.39031347e-09 3.68751327e-10 5.55110268e-11 1.58309225e-10\n",
      "  5.52292181e-10]\n",
      " [7.98625549e-06 5.72956878e-09 7.27270530e+00 1.75341849e-08\n",
      "  2.77157222e-10 7.20450333e-08 9.47852623e-10 5.55110268e-11\n",
      "  6.09055200e-09]\n",
      " [1.82419584e-08 1.00903599e+00 8.78744374e-08 4.27280557e+00\n",
      "  9.72927116e-09 5.20541926e-09 6.37599080e-10 9.29721481e-09\n",
      "  5.55110268e-11]]\n",
      "187\n",
      "====================================================================================================\n",
      "Iteration number 187 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.99599241e-11 4.40505615e-09 2.66648712e-09 4.51845883e-10\n",
      "  4.38883319e+00 4.56507120e-10 5.75215780e-01 6.52888189e-09\n",
      "  4.99599241e-11]\n",
      " [2.02289126e+00 4.99599241e-11 2.01044871e-10 5.87536262e-09\n",
      "  2.86824732e-01 9.77473100e-10 9.85465080e-01 2.47666393e-08\n",
      "  4.95077267e-08]\n",
      " [3.92068597e-08 3.93844372e-10 4.99599241e-11 4.79810913e-10\n",
      "  4.99599241e-11 3.14298147e-10 4.99599241e-11 1.73091302e-08\n",
      "  6.66666654e+00]\n",
      " [7.63359031e-01 7.28776478e-09 1.43805294e-05 4.99599241e-11\n",
      "  5.28064205e-01 4.99599241e-11 1.16791501e+01 5.14828860e-06\n",
      "  8.16161326e-09]\n",
      " [1.26570427e-08 8.23216368e-08 1.15669362e-09 1.31209335e-09\n",
      "  4.99599241e-11 1.59999997e+01 4.81884355e-09 2.96233474e-10\n",
      "  4.99599241e-11]\n",
      " [2.62802765e-06 1.50939024e-08 1.74089238e-08 4.45752310e-10\n",
      "  2.48921268e-07 4.99599241e-11 4.58370676e-09 4.70587742e+00\n",
      "  1.98679639e-09]\n",
      " [1.09787427e-08 5.15311251e+00 1.00414730e-08 3.63252985e+00\n",
      "  1.25128212e-09 3.31876194e-10 4.99599241e-11 1.42478302e-10\n",
      "  4.97062963e-10]\n",
      " [7.18762994e-06 5.15661191e-09 7.27270750e+00 1.57807664e-08\n",
      "  2.49441500e-10 6.48405300e-08 8.53067361e-10 4.99599241e-11\n",
      "  5.48149680e-09]\n",
      " [1.64177626e-08 9.08132389e-01 7.90869937e-08 4.41695358e+00\n",
      "  8.75634404e-09 4.68487733e-09 5.73839172e-10 8.36749333e-09\n",
      "  4.99599241e-11]]\n",
      "188\n",
      "====================================================================================================\n",
      "Iteration number 188 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.49639317e-11 3.96455054e-09 2.39983841e-09 4.06661294e-10\n",
      "  4.44994988e+00 4.10856408e-10 5.17694202e-01 5.87599370e-09\n",
      "  4.49639317e-11]\n",
      " [2.07060213e+00 4.49639317e-11 1.80940384e-10 5.28782635e-09\n",
      "  2.58142259e-01 8.79725790e-10 8.86918572e-01 2.22899753e-08\n",
      "  4.45569540e-08]\n",
      " [3.52861737e-08 3.54459934e-10 4.49639317e-11 4.31829822e-10\n",
      "  4.49639317e-11 2.82868332e-10 4.49639317e-11 1.55782172e-08\n",
      "  6.66666655e+00]\n",
      " [6.87023128e-01 6.55898830e-09 1.29424765e-05 4.49639317e-11\n",
      "  4.75257784e-01 4.49639317e-11 1.21112351e+01 4.63345974e-06\n",
      "  7.34545193e-09]\n",
      " [1.13913384e-08 7.40894732e-08 1.04102425e-09 1.18088402e-09\n",
      "  4.49639317e-11 1.59999997e+01 4.33695920e-09 2.66610127e-10\n",
      "  4.49639317e-11]\n",
      " [2.36522488e-06 1.35845121e-08 1.56680314e-08 4.01177079e-10\n",
      "  2.24029141e-07 4.49639317e-11 4.12533608e-09 4.70587791e+00\n",
      "  1.78811675e-09]\n",
      " [9.88086846e-09 5.30446793e+00 9.03732568e-09 3.26927687e+00\n",
      "  1.12615391e-09 2.98688575e-10 4.49639317e-11 1.28230472e-10\n",
      "  4.47356667e-10]\n",
      " [6.46886695e-06 4.64095071e-09 7.27270948e+00 1.42026898e-08\n",
      "  2.24497350e-10 5.83564770e-08 7.67760625e-10 4.49639317e-11\n",
      "  4.93334712e-09]\n",
      " [1.47759863e-08 8.17319150e-01 7.11782943e-08 4.54668679e+00\n",
      "  7.88070964e-09 4.21638960e-09 5.16455255e-10 7.53074400e-09\n",
      "  4.49639317e-11]]\n",
      "189\n",
      "====================================================================================================\n",
      "Iteration number 189 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.04675386e-11 3.56809548e-09 2.15985457e-09 3.65995165e-10\n",
      "  4.50495489e+00 3.69770767e-10 4.65924782e-01 5.28839433e-09\n",
      "  4.04675386e-11]\n",
      " [2.08229192e+00 4.04675386e-11 1.62846345e-10 4.75904372e-09\n",
      "  2.32328033e-01 7.91753211e-10 8.81560048e-01 2.00609778e-08\n",
      "  4.01012586e-08]\n",
      " [3.17575563e-08 3.19013941e-10 4.04675386e-11 3.88646840e-10\n",
      "  4.04675386e-11 2.54581499e-10 4.04675386e-11 1.40203955e-08\n",
      "  6.66666656e+00]\n",
      " [6.68320815e-01 5.90308947e-09 1.16482288e-05 4.04675386e-11\n",
      "  4.27732006e-01 4.04675386e-11 1.23001116e+01 4.17011377e-06\n",
      "  6.61090674e-09]\n",
      " [1.02522046e-08 6.66805258e-08 9.36921829e-10 1.06279562e-09\n",
      "  4.04675386e-11 1.59999998e+01 3.90326328e-09 2.39949114e-10\n",
      "  4.04675386e-11]\n",
      " [2.12870239e-06 1.22260609e-08 1.41012283e-08 3.61059371e-10\n",
      "  2.01626227e-07 4.04675386e-11 3.71280247e-09 4.70587836e+00\n",
      "  1.60930508e-09]\n",
      " [8.89278161e-09 5.35735447e+00 8.13359312e-09 3.14234918e+00\n",
      "  1.01353852e-09 2.68819717e-10 4.04675386e-11 1.15407425e-10\n",
      "  4.02621000e-10]\n",
      " [5.82198025e-06 4.17685564e-09 7.27271126e+00 1.27824208e-08\n",
      "  2.02047615e-10 5.25208293e-08 6.90984562e-10 4.04675386e-11\n",
      "  4.44001241e-09]\n",
      " [1.32983877e-08 7.85587235e-01 6.40604649e-08 4.59201811e+00\n",
      "  7.09263868e-09 3.79475064e-09 4.64809730e-10 6.77766960e-09\n",
      "  4.04675386e-11]]\n",
      "190\n",
      "====================================================================================================\n",
      "Iteration number 190 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[3.64207847e-11 3.21128593e-09 1.94386911e-09 3.29395648e-10\n",
      "  4.55445940e+00 3.32793691e-10 4.19332304e-01 4.75955490e-09\n",
      "  3.64207847e-11]\n",
      " [2.06156273e+00 3.64207847e-11 1.46561711e-10 4.28313935e-09\n",
      "  2.09095230e-01 7.12577890e-10 9.60070710e-01 1.80548800e-08\n",
      "  3.60911328e-08]\n",
      " [2.85818007e-08 2.87112547e-10 3.64207847e-11 3.49782156e-10\n",
      "  3.64207847e-11 2.29123349e-10 3.64207847e-11 1.26183559e-08\n",
      "  6.66666658e+00]\n",
      " [7.01488733e-01 5.31278052e-09 1.04834059e-05 3.64207847e-11\n",
      "  3.84958805e-01 3.64207847e-11 1.22701004e+01 3.75310239e-06\n",
      "  5.94981607e-09]\n",
      " [9.22698412e-09 6.00124733e-08 8.43229647e-10 9.56516054e-10\n",
      "  3.64207847e-11 1.59999998e+01 3.51293695e-09 2.15954203e-10\n",
      "  3.64207847e-11]\n",
      " [1.91583215e-06 1.10034548e-08 1.26911055e-08 3.24953434e-10\n",
      "  1.81463604e-07 3.64207847e-11 3.34152223e-09 4.70587876e+00\n",
      "  1.44837457e-09]\n",
      " [8.00350345e-09 5.32161902e+00 7.32023380e-09 3.22811426e+00\n",
      "  9.12184669e-10 2.41937745e-10 3.64207847e-11 1.03866682e-10\n",
      "  3.62358900e-10]\n",
      " [5.23978223e-06 3.75917008e-09 7.27271286e+00 1.15041787e-08\n",
      "  1.81842853e-10 4.72687464e-08 6.21886106e-10 3.64207847e-11\n",
      "  3.99601117e-09]\n",
      " [1.19685489e-08 8.07028511e-01 5.76544184e-08 4.56138773e+00\n",
      "  6.38337481e-09 3.41527557e-09 4.18328757e-10 6.09990264e-09\n",
      "  3.64207847e-11]]\n",
      "191\n",
      "====================================================================================================\n",
      "Iteration number 191 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.27787062e-11 2.89015734e-09 1.74948220e-09 2.96456084e-10\n",
      "  4.59901346e+00 2.99514322e-10 3.77399073e-01 4.28359941e-09\n",
      "  3.27787062e-11]\n",
      " [2.10540645e+00 3.27787062e-11 1.31905540e-10 3.85482541e-09\n",
      "  1.88185707e-01 6.41320101e-10 8.64063639e-01 1.62493920e-08\n",
      "  3.24820195e-08]\n",
      " [2.57236206e-08 2.58401292e-10 3.27787062e-11 3.14803940e-10\n",
      "  3.27787062e-11 2.06211014e-10 3.27787062e-11 1.13565203e-08\n",
      "  6.66666658e+00]\n",
      " [6.31339860e-01 4.78150247e-09 9.43506535e-06 3.27787062e-11\n",
      "  3.46462925e-01 3.27787062e-11 1.26430904e+01 3.37779215e-06\n",
      "  5.35483446e-09]\n",
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      "  3.27787062e-11 1.59999998e+01 3.16164326e-09 1.94358783e-10\n",
      "  3.27787062e-11]\n",
      " [1.72424894e-06 9.90310934e-09 1.14219949e-08 2.92458090e-10\n",
      "  1.63317244e-07 3.27787062e-11 3.00737000e-09 4.70587912e+00\n",
      "  1.30353711e-09]\n",
      " [7.20315310e-09 5.45612379e+00 6.58821042e-09 2.90530283e+00\n",
      "  8.20966202e-10 2.17743971e-10 3.27787062e-11 9.34800141e-11\n",
      "  3.26123010e-10]\n",
      " [4.71580401e-06 3.38325307e-09 7.27271430e+00 1.03537608e-08\n",
      "  1.63658568e-10 4.25418717e-08 5.59697495e-10 3.27787062e-11\n",
      "  3.59641005e-09]\n",
      " [1.07716940e-08 7.26325660e-01 5.18889766e-08 4.67667753e+00\n",
      "  5.74503733e-09 3.07374802e-09 3.76495881e-10 5.48991238e-09\n",
      "  3.27787062e-11]]\n",
      "192\n",
      "====================================================================================================\n",
      "Iteration number 192 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.95008356e-11 2.60114161e-09 1.57453398e-09 2.66810475e-10\n",
      "  4.63911211e+00 2.69562889e-10 3.39659166e-01 3.85523947e-09\n",
      "  2.95008356e-11]\n",
      " [2.11361581e+00 2.95008356e-11 1.18714986e-10 3.46934287e-09\n",
      "  1.69367136e-01 5.77188091e-10 8.60990608e-01 1.46244528e-08\n",
      "  2.92338175e-08]\n",
      " [2.31512586e-08 2.32561163e-10 2.95008356e-11 2.83323546e-10\n",
      "  2.95008356e-11 1.85589913e-10 2.95008356e-11 1.02208683e-08\n",
      "  6.66666659e+00]\n",
      " [6.18205874e-01 4.30335222e-09 8.49155881e-06 2.95008356e-11\n",
      "  3.11816632e-01 2.95008356e-11 1.27787813e+01 3.04001294e-06\n",
      "  4.81935101e-09]\n",
      " [7.47385714e-09 4.86101033e-08 6.83016014e-10 7.74778004e-10\n",
      "  2.95008356e-11 1.59999998e+01 2.84547893e-09 1.74922904e-10\n",
      "  2.95008356e-11]\n",
      " [1.55182404e-06 8.91279841e-09 1.02797954e-08 2.63212281e-10\n",
      "  1.46985520e-07 2.95008356e-11 2.70663300e-09 4.70587944e+00\n",
      "  1.17318340e-09]\n",
      " [6.48283779e-09 5.49384474e+00 5.92938938e-09 2.81477255e+00\n",
      "  7.38869582e-10 1.95969574e-10 2.95008356e-11 8.41320127e-11\n",
      "  2.93510709e-10]\n",
      " [4.24422360e-06 3.04492776e-09 7.27271560e+00 9.31838475e-09\n",
      "  1.47292711e-10 3.82876846e-08 5.03727746e-10 2.95008356e-11\n",
      "  3.23676905e-09]\n",
      " [9.69452464e-09 7.03693094e-01 4.67000789e-08 4.70900978e+00\n",
      "  5.17053359e-09 2.76637321e-09 3.38846293e-10 4.94092114e-09\n",
      "  2.95008356e-11]]\n",
      "193\n",
      "====================================================================================================\n",
      "Iteration number 193 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.65507520e-11 2.34102745e-09 1.41708058e-09 2.40129428e-10\n",
      "  4.67520090e+00 2.42606600e-10 3.05693249e-01 3.46971552e-09\n",
      "  2.65507520e-11]\n",
      " [2.15225423e+00 2.65507520e-11 1.06843487e-10 3.12240858e-09\n",
      "  1.52430423e-01 5.19469282e-10 7.74891548e-01 1.31620075e-08\n",
      "  2.63104358e-08]\n",
      " [2.08361327e-08 2.09305047e-10 2.65507520e-11 2.54991192e-10\n",
      "  2.65507520e-11 1.67030922e-10 2.65507520e-11 9.19878146e-09\n",
      "  6.66666660e+00]\n",
      " [5.56385287e-01 3.87301700e-09 7.64240293e-06 2.65507520e-11\n",
      "  2.80634969e-01 2.65507520e-11 1.31009032e+01 2.73601164e-06\n",
      "  4.33741591e-09]\n",
      " [6.72647142e-09 4.37490930e-08 6.14714412e-10 6.97300204e-10\n",
      "  2.65507520e-11 1.59999998e+01 2.56093104e-09 1.57430614e-10\n",
      "  2.65507520e-11]\n",
      " [1.39664164e-06 8.02151857e-09 9.25181589e-09 2.36891053e-10\n",
      "  1.32286968e-07 2.65507520e-11 2.43596970e-09 4.70587973e+00\n",
      "  1.05586506e-09]\n",
      " [5.83455401e-09 5.61112693e+00 5.33645044e-09 2.53329530e+00\n",
      "  6.64982624e-10 1.76372616e-10 2.65507520e-11 7.57188114e-11\n",
      "  2.64159638e-10]\n",
      " [3.81980124e-06 2.74043499e-09 7.27271677e+00 8.38654628e-09\n",
      "  1.32563440e-10 3.44589161e-08 4.53354971e-10 2.65507520e-11\n",
      "  2.91309214e-09]\n",
      " [8.72507217e-09 6.33323785e-01 4.20300710e-08 4.80953737e+00\n",
      "  4.65348023e-09 2.48973589e-09 3.04961664e-10 4.44682902e-09\n",
      "  2.65507520e-11]]\n",
      "194\n",
      "====================================================================================================\n",
      "Iteration number 194 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.38956768e-11 2.10692470e-09 1.27537252e-09 2.16116485e-10\n",
      "  4.64518081e+00 2.18345940e-10 3.33947454e-01 3.12274397e-09\n",
      "  2.38956768e-11]\n",
      " [2.18702880e+00 2.38956768e-11 9.61591385e-11 2.81016773e-09\n",
      "  1.37187380e-01 4.67522354e-10 6.97402393e-01 1.18458068e-08\n",
      "  2.36793922e-08]\n",
      " [1.87525194e-08 1.88374542e-10 2.38956768e-11 2.29492072e-10\n",
      "  2.38956768e-11 1.50327829e-10 2.38956768e-11 8.27890331e-09\n",
      "  6.66666661e+00]\n",
      " [5.00746758e-01 3.48571530e-09 6.87816264e-06 2.38956768e-11\n",
      "  3.35904806e-01 2.38956768e-11 1.31908129e+01 2.46241048e-06\n",
      "  3.90367432e-09]\n",
      " [6.05382428e-09 3.93741837e-08 5.53242971e-10 6.27570183e-10\n",
      "  2.38956768e-11 1.59999999e+01 2.30483793e-09 1.41687553e-10\n",
      "  2.38956768e-11]\n",
      " [1.25697748e-06 7.21936671e-09 8.32663430e-09 2.13201948e-10\n",
      "  1.19058271e-07 2.38956768e-11 2.19237273e-09 4.70587999e+00\n",
      "  9.50278554e-10]\n",
      " [5.25109861e-09 5.63334757e+00 4.80280540e-09 2.47996577e+00\n",
      "  5.98484361e-10 1.58735355e-10 2.38956768e-11 6.81469302e-11\n",
      "  2.37743674e-10]\n",
      " [3.43782112e-06 2.46639149e-09 7.27271782e+00 7.54789165e-09\n",
      "  1.19307096e-10 3.10130245e-08 4.08019474e-10 2.38956768e-11\n",
      "  2.62178293e-09]\n",
      " [7.85256496e-09 6.19991406e-01 3.78270639e-08 4.82858363e+00\n",
      "  4.18813221e-09 2.24076230e-09 2.74465497e-10 4.00214612e-09\n",
      "  2.38956768e-11]]\n",
      "195\n",
      "====================================================================================================\n",
      "Iteration number 195 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.15061092e-11 1.89623223e-09 1.14783527e-09 1.94504836e-10\n",
      "  4.68066273e+00 1.96511346e-10 3.00552708e-01 2.81046957e-09\n",
      "  2.15061092e-11]\n",
      " [2.15582592e+00 2.15061092e-11 8.65432247e-11 2.52915095e-09\n",
      "  1.23468642e-01 4.20770118e-10 7.94328820e-01 1.06612261e-08\n",
      "  2.13114530e-08]\n",
      " [1.68772675e-08 1.69537088e-10 2.15061092e-11 2.06542865e-10\n",
      "  2.15061092e-11 1.35295046e-10 2.15061092e-11 7.45101298e-09\n",
      "  6.66666661e+00]\n",
      " [5.50672082e-01 3.13714377e-09 6.19034637e-06 2.15061092e-11\n",
      "  3.02314325e-01 2.15061092e-11 1.30717316e+01 2.21616943e-06\n",
      "  3.51330689e-09]\n",
      " [5.44844185e-09 3.54367653e-08 4.97918674e-10 5.64813165e-10\n",
      "  2.15061092e-11 1.59999999e+01 2.07435414e-09 1.27518797e-10\n",
      "  2.15061092e-11]\n",
      " [1.13127973e-06 6.49743004e-09 7.49397087e-09 1.91881753e-10\n",
      "  1.07152444e-07 2.15061092e-11 1.97313546e-09 4.70588023e+00\n",
      "  8.55250699e-10]\n",
      " [4.72598875e-09 5.57001282e+00 4.32252486e-09 2.63196919e+00\n",
      "  5.38635925e-10 1.42861819e-10 2.15061092e-11 6.13322372e-11\n",
      "  2.13969307e-10]\n",
      " [3.09403901e-06 2.21975234e-09 7.27271876e+00 6.79310249e-09\n",
      "  1.07376387e-10 2.79117220e-08 3.67217527e-10 2.15061092e-11\n",
      "  2.35960463e-09]\n",
      " [7.06730846e-09 6.57992266e-01 3.40443575e-08 4.77429670e+00\n",
      "  3.76931899e-09 2.01668607e-09 2.47018948e-10 3.60193151e-09\n",
      "  2.15061092e-11]]\n",
      "196\n",
      "====================================================================================================\n",
      "Iteration number 196 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.93554982e-11 1.70660901e-09 1.03305174e-09 1.75054353e-10\n",
      "  4.65009646e+00 1.76860212e-10 3.29320967e-01 2.52942261e-09\n",
      "  1.93554982e-11]\n",
      " [2.19024333e+00 1.93554982e-11 7.78889022e-11 2.27623586e-09\n",
      "  1.11121778e-01 3.78693106e-10 7.14895938e-01 9.59510349e-09\n",
      "  1.91803077e-08]\n",
      " [1.51895407e-08 1.52583379e-10 1.93554982e-11 1.85888579e-10\n",
      "  1.93554982e-11 1.21765542e-10 1.93554982e-11 6.70591168e-09\n",
      "  6.66666662e+00]\n",
      " [4.95604874e-01 2.82342939e-09 5.57131174e-06 1.93554982e-11\n",
      "  3.55416226e-01 1.93554982e-11 1.31645584e+01 1.99455249e-06\n",
      "  3.16197620e-09]\n",
      " [4.90359767e-09 3.18930888e-08 4.48126807e-10 5.08331848e-10\n",
      "  1.93554982e-11 1.59999999e+01 1.86691873e-09 1.14766918e-10\n",
      "  1.93554982e-11]\n",
      " [1.01815176e-06 5.84768703e-09 6.74457378e-09 1.72693578e-10\n",
      "  9.64371994e-08 1.93554982e-11 1.77582191e-09 4.70588044e+00\n",
      "  7.69725629e-10]\n",
      " [4.25338988e-09 5.59634487e+00 3.89027237e-09 2.56877227e+00\n",
      "  4.84772333e-10 1.28575637e-10 1.93554982e-11 5.51990135e-11\n",
      "  1.92572376e-10]\n",
      " [2.78463511e-06 1.99777711e-09 7.27271961e+00 6.11379224e-09\n",
      "  9.66387479e-11 2.51205498e-08 3.30495774e-10 1.93554982e-11\n",
      "  2.12364417e-09]\n",
      " [6.36057761e-09 6.42193039e-01 3.06399218e-08 4.79686703e+00\n",
      "  3.39238709e-09 1.81501747e-09 2.22317053e-10 3.24173836e-09\n",
      "  1.93554982e-11]]\n",
      "197\n",
      "====================================================================================================\n",
      "Iteration number 197 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.74199484e-11 1.53594811e-09 9.29746569e-10 1.57548918e-10\n",
      "  4.68508681e+00 1.59174191e-10 2.96388870e-01 2.27648035e-09\n",
      "  1.74199484e-11]\n",
      " [2.18996900e+00 1.74199484e-11 7.01000120e-11 2.04861227e-09\n",
      "  1.00009600e-01 3.40823796e-10 7.26739678e-01 8.63559314e-09\n",
      "  1.72622769e-08]\n",
      " [1.36705867e-08 1.37325041e-10 1.74199484e-11 1.67299721e-10\n",
      "  1.74199484e-11 1.09588988e-10 1.74199484e-11 6.03532051e-09\n",
      "  6.66666662e+00]\n",
      " [4.96044387e-01 2.54108645e-09 5.01418056e-06 1.74199484e-11\n",
      "  3.19874603e-01 1.74199484e-11 1.32481026e+01 1.79509724e-06\n",
      "  2.84577858e-09]\n",
      " [4.41323790e-09 2.87037799e-08 4.03314126e-10 4.57498664e-10\n",
      "  1.74199484e-11 1.59999999e+01 1.68022685e-09 1.03290226e-10\n",
      "  1.74199484e-11]\n",
      " [9.16336580e-07 5.26291833e-09 6.07011641e-09 1.55424220e-10\n",
      "  8.67934795e-08 1.74199484e-11 1.59823972e-09 4.70588063e+00\n",
      "  6.92753066e-10]\n",
      " [3.82805089e-09 5.62004371e+00 3.50124514e-09 2.51189504e+00\n",
      "  4.36295099e-10 1.15718074e-10 1.74199484e-11 4.96791122e-11\n",
      "  1.73315139e-10]\n",
      " [2.50617160e-06 1.79799940e-09 7.27272038e+00 5.50241301e-09\n",
      "  8.69748731e-11 2.26084949e-08 2.97446197e-10 1.74199484e-11\n",
      "  1.91127975e-09]\n",
      " [5.72451985e-09 6.27973735e-01 2.75759296e-08 4.81718033e+00\n",
      "  3.05314838e-09 1.63351572e-09 2.00085348e-10 2.91756452e-09\n",
      "  1.74199484e-11]]\n",
      "198\n",
      "====================================================================================================\n",
      "Iteration number 198 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.56779536e-11 1.38235330e-09 8.36771912e-10 1.41794026e-10\n",
      "  4.71657813e+00 1.43256771e-10 2.66749983e-01 2.04883232e-09\n",
      "  1.56779536e-11]\n",
      " [2.22097210e+00 1.56779536e-11 6.30900108e-11 1.84375104e-09\n",
      "  9.00086402e-02 3.06741416e-10 6.54065710e-01 7.77203383e-09\n",
      "  1.55360492e-08]\n",
      " [1.23035280e-08 1.23592537e-10 1.56779536e-11 1.50569749e-10\n",
      "  1.56779536e-11 9.86300889e-11 1.56779536e-11 5.43178846e-09\n",
      "  6.66666663e+00]\n",
      " [4.46439948e-01 2.28697781e-09 4.51276251e-06 1.56779536e-11\n",
      "  2.87887143e-01 1.56779536e-11 1.35232923e+01 1.61558752e-06\n",
      "  2.56120072e-09]\n",
      " [3.97191411e-09 2.58334019e-08 3.62982713e-10 4.11748797e-10\n",
      "  1.56779536e-11 1.59999999e+01 1.51220417e-09 9.29612032e-11\n",
      "  1.56779536e-11]\n",
      " [8.24702922e-07 4.73662650e-09 5.46310476e-09 1.39881798e-10\n",
      "  7.81141315e-08 1.56779536e-11 1.43841575e-09 4.70588080e+00\n",
      "  6.23477759e-10]\n",
      " [3.44524580e-09 5.72470601e+00 3.15112062e-09 2.26070554e+00\n",
      "  3.92665589e-10 1.04146266e-10 1.56779536e-11 4.47112009e-11\n",
      "  1.55983625e-10]\n",
      " [2.25555444e-06 1.61819946e-09 7.27272107e+00 4.95217171e-09\n",
      "  7.82773858e-11 2.03476454e-08 2.67701577e-10 1.56779536e-11\n",
      "  1.72015178e-09]\n",
      " [5.15206787e-09 5.65176362e-01 2.48183366e-08 4.90689087e+00\n",
      "  2.74783354e-09 1.47016415e-09 1.80076813e-10 2.62580807e-09\n",
      "  1.56779536e-11]]\n",
      "199\n",
      "====================================================================================================\n",
      "Iteration number 199 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.41101582e-11 1.24411797e-09 7.53094721e-10 1.27614623e-10\n",
      "  4.68242032e+00 1.28931094e-10 2.98898514e-01 1.84394909e-09\n",
      "  1.41101582e-11]\n",
      " [2.18637489e+00 1.41101582e-11 5.67810097e-11 1.65937594e-09\n",
      "  1.64341110e-01 2.76067275e-10 6.71992472e-01 6.99483044e-09\n",
      "  1.39824443e-08]\n",
      " [1.10731752e-08 1.11233283e-10 1.41101582e-11 1.35512774e-10\n",
      "  1.41101582e-11 8.87670800e-11 1.41101582e-11 4.88860962e-09\n",
      "  6.66666663e+00]\n",
      " [5.01795953e-01 2.05828003e-09 4.06148626e-06 1.41101582e-11\n",
      "  2.59098429e-01 1.41101582e-11 1.33709631e+01 1.45402876e-06\n",
      "  2.30508065e-09]\n",
      " [3.57472270e-09 2.32500617e-08 3.26684442e-10 3.70573917e-10\n",
      "  1.41101582e-11 1.59999999e+01 1.36098375e-09 8.36650829e-11\n",
      "  1.41101582e-11]\n",
      " [7.42232630e-07 4.26296385e-09 4.91679429e-09 1.25893618e-10\n",
      "  7.03027184e-08 1.41101582e-11 1.29457417e-09 4.70588096e+00\n",
      "  5.61129983e-10]\n",
      " [3.10072122e-09 5.73556874e+00 2.83600856e-09 2.23463499e+00\n",
      "  3.53399031e-10 9.37316396e-11 1.41101582e-11 4.02400808e-11\n",
      "  1.40385262e-10]\n",
      " [2.02999899e-06 1.45637951e-09 7.27272169e+00 4.45695454e-09\n",
      "  7.04496472e-11 1.83128808e-08 2.40931419e-10 1.41101582e-11\n",
      "  1.54813660e-09]\n",
      " [4.63686108e-09 5.58658726e-01 2.23365030e-08 4.91620178e+00\n",
      "  2.47305019e-09 1.32314773e-09 1.62069131e-10 2.36322726e-09\n",
      "  1.41101582e-11]]\n",
      "200\n",
      "====================================================================================================\n",
      "Iteration number 200 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.26991424e-11 1.11970617e-09 6.77785249e-10 1.14853161e-10\n",
      "  4.65167829e+00 1.16037985e-10 3.27832192e-01 1.65955418e-09\n",
      "  1.26991424e-11]\n",
      " [2.21773740e+00 1.26991424e-11 5.11029087e-11 1.49343835e-09\n",
      "  1.47906999e-01 2.48460547e-10 6.04793225e-01 6.29534740e-09\n",
      "  1.25841999e-08]\n",
      " [9.96585768e-09 1.00109955e-10 1.26991424e-11 1.21961496e-10\n",
      "  1.26991424e-11 7.98903720e-11 1.26991424e-11 4.39974865e-09\n",
      "  6.66666663e+00]\n",
      " [4.51616358e-01 1.85245202e-09 3.65533763e-06 1.26991424e-11\n",
      "  3.16521919e-01 1.26991424e-11 1.34338668e+01 1.30862589e-06\n",
      "  2.07457259e-09]\n",
      " [3.21725043e-09 2.09250556e-08 2.94015998e-10 3.33516526e-10\n",
      "  1.26991424e-11 1.59999999e+01 1.22488538e-09 7.52985746e-11\n",
      "  1.26991424e-11]\n",
      " [6.68009367e-07 3.83666746e-09 4.42511486e-09 1.13304256e-10\n",
      "  6.32724465e-08 1.26991424e-11 1.16511676e-09 4.70588110e+00\n",
      "  5.05016985e-10]\n",
      " [2.79064910e-09 5.74534520e+00 2.55240770e-09 2.21117149e+00\n",
      "  3.18059127e-10 8.43584757e-11 1.26991424e-11 3.62160728e-11\n",
      "  1.26346736e-10]\n",
      " [1.82699909e-06 1.31074156e-09 7.27272225e+00 4.01125909e-09\n",
      "  6.34046825e-11 1.64815927e-08 2.16838277e-10 1.26991424e-11\n",
      "  1.39332294e-09]\n",
      " [4.17317497e-09 5.52792853e-01 2.01028527e-08 4.92458160e+00\n",
      "  2.22574517e-09 1.19083296e-09 1.45862218e-10 2.12690454e-09\n",
      "  1.26991424e-11]]\n",
      "201\n",
      "====================================================================================================\n",
      "Iteration number 201 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.14292282e-11 1.00773555e-09 6.10006724e-10 1.03367845e-10\n",
      "  4.62401046e+00 1.04434186e-10 3.53872502e-01 1.49359876e-09\n",
      "  1.14292282e-11]\n",
      " [2.21471366e+00 1.14292282e-11 4.59926179e-11 1.34409451e-09\n",
      "  2.16449632e-01 2.23614492e-10 5.44313903e-01 5.66581266e-09\n",
      "  1.13257799e-08]\n",
      " [8.96927191e-09 9.00989595e-11 1.14292282e-11 1.09765347e-10\n",
      "  1.14292282e-11 7.19013348e-11 1.14292282e-11 3.95977379e-09\n",
      "  6.66666664e+00]\n",
      " [4.56454722e-01 1.66720682e-09 3.28980387e-06 1.14292282e-11\n",
      "  2.84869727e-01 1.14292282e-11 1.34904801e+01 1.17776330e-06\n",
      "  1.86711533e-09]\n",
      " [2.89552539e-09 1.88325500e-08 2.64614398e-10 3.00164873e-10\n",
      "  1.14292282e-11 1.59999999e+01 1.10239684e-09 6.77687171e-11\n",
      "  1.14292282e-11]\n",
      " [6.01208430e-07 3.45300072e-09 3.98260337e-09 1.01973831e-10\n",
      "  5.69452019e-08 1.14292282e-11 1.04860508e-09 4.70588122e+00\n",
      "  4.54515286e-10]\n",
      " [2.51158419e-09 5.83747735e+00 2.29716693e-09 1.99005434e+00\n",
      "  2.86253215e-10 7.59226281e-11 1.14292282e-11 3.25944655e-11\n",
      "  1.13712062e-10]\n",
      " [1.64429918e-06 1.17966740e-09 7.27272275e+00 3.61013318e-09\n",
      "  5.70642142e-11 1.48334335e-08 1.95154450e-10 1.14292282e-11\n",
      "  1.25399065e-09]\n",
      " [3.75585748e-09 4.97513568e-01 1.80925674e-08 5.00355201e+00\n",
      "  2.00317065e-09 1.07174966e-09 1.31275996e-10 1.91421408e-09\n",
      "  1.14292282e-11]]\n",
      "202\n",
      "====================================================================================================\n",
      "Iteration number 202 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.02863053e-11 9.06961998e-10 5.49006052e-10 9.30310603e-11\n",
      "  4.66160941e+00 9.39907678e-11 3.18485252e-01 1.34423888e-09\n",
      "  1.02863053e-11]\n",
      " [2.24324229e+00 1.02863053e-11 4.13933561e-11 1.20968506e-09\n",
      "  1.94804669e-01 2.01253043e-10 4.89882512e-01 5.09923139e-09\n",
      "  1.01932019e-08]\n",
      " [8.07234472e-09 8.10890635e-11 1.02863053e-11 9.87888122e-11\n",
      "  1.02863053e-11 6.47112013e-11 1.02863053e-11 3.56379641e-09\n",
      "  6.66666664e+00]\n",
      " [4.10809250e-01 1.50048614e-09 2.96082348e-06 1.02863053e-11\n",
      "  2.56382754e-01 1.02863053e-11 1.37414321e+01 1.05998697e-06\n",
      "  1.68040379e-09]\n",
      " [2.60597285e-09 1.69492950e-08 2.38152958e-10 2.70148386e-10\n",
      "  1.02863053e-11 1.59999999e+01 9.92157155e-10 6.09918454e-11\n",
      "  1.02863053e-11]\n",
      " [5.41087587e-07 3.10770065e-09 3.58434304e-09 9.17764477e-11\n",
      "  5.12506817e-08 1.02863053e-11 9.43744573e-10 4.70588134e+00\n",
      "  4.09063758e-10]\n",
      " [2.26042577e-09 5.92039628e+00 2.06745024e-09 1.79104890e+00\n",
      "  2.57627893e-10 6.83303653e-11 1.02863053e-11 2.93350189e-11\n",
      "  1.02340856e-10]\n",
      " [1.47986927e-06 1.06170066e-09 7.27272320e+00 3.24911986e-09\n",
      "  5.13577928e-11 1.33500901e-08 1.75639005e-10 1.02863053e-11\n",
      "  1.12859158e-09]\n",
      " [3.38027173e-09 4.47762211e-01 1.62833107e-08 5.07462538e+00\n",
      "  1.80285359e-09 9.64574697e-10 1.18148397e-10 1.72279267e-09\n",
      "  1.02863053e-11]]\n",
      "203\n",
      "====================================================================================================\n",
      "Iteration number 203 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[9.25767481e-12 8.16265798e-10 4.94105446e-10 8.37279543e-11\n",
      "  4.69544847e+00 8.45916910e-11 2.86636727e-01 1.20981499e-09\n",
      "  9.25767481e-12]\n",
      " [2.23766806e+00 9.25767481e-12 3.72540205e-11 1.08871655e-09\n",
      "  1.75324202e-01 1.81127739e-10 5.24227594e-01 4.58930825e-09\n",
      "  9.17388171e-09]\n",
      " [7.26511025e-09 7.29801572e-11 9.25767481e-12 8.89099309e-11\n",
      "  9.25767481e-12 5.82400812e-11 9.25767481e-12 3.20741677e-09\n",
      "  6.66666664e+00]\n",
      " [4.19728325e-01 1.35043753e-09 2.66474113e-06 9.25767481e-12\n",
      "  2.30744479e-01 9.25767481e-12 1.37672889e+01 9.53988272e-07\n",
      "  1.51236341e-09]\n",
      " [2.34537556e-09 1.52543655e-08 2.14337662e-10 2.43133547e-10\n",
      "  9.25767481e-12 1.59999999e+01 8.92941439e-10 5.48926609e-11\n",
      "  9.25767481e-12]\n",
      " [4.86978828e-07 2.79693058e-09 3.22590873e-09 8.25988029e-11\n",
      "  4.61256135e-08 9.25767481e-12 8.49370116e-10 4.70588144e+00\n",
      "  3.68157382e-10]\n",
      " [2.03438319e-09 5.91168999e+00 1.86070522e-09 1.81194401e+00\n",
      "  2.31865104e-10 6.14973288e-11 9.25767481e-12 2.64015170e-11\n",
      "  9.21067706e-11]\n",
      " [1.33188234e-06 9.55530597e-10 7.27272361e+00 2.92420787e-09\n",
      "  4.62220135e-11 1.20150811e-08 1.58075104e-10 9.25767481e-12\n",
      "  1.01573242e-09]\n",
      " [3.04224456e-09 4.52985990e-01 1.46549796e-08 5.06716284e+00\n",
      "  1.62256823e-09 8.68117228e-10 1.06333557e-10 1.55051341e-09\n",
      "  9.25767481e-12]]\n",
      "204\n",
      "====================================================================================================\n",
      "Iteration number 204 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[8.33190733e-12 7.34639218e-10 4.44694902e-10 7.53551589e-11\n",
      "  4.60090362e+00 7.61325219e-11 3.75620113e-01 1.08883350e-09\n",
      "  8.33190733e-12]\n",
      " [2.23265126e+00 8.33190733e-12 3.35286184e-11 9.79844899e-10\n",
      "  2.41125115e-01 1.63014965e-10 4.71804835e-01 4.13037743e-09\n",
      "  8.25649354e-09]\n",
      " [6.53859923e-09 6.56821415e-11 8.33190733e-12 8.00189378e-11\n",
      "  8.33190733e-12 5.24160731e-11 8.33190733e-12 2.88667509e-09\n",
      "  6.66666665e+00]\n",
      " [4.27755492e-01 1.21539377e-09 2.39826702e-06 8.33190733e-12\n",
      "  2.91003364e-01 8.33190733e-12 1.35905600e+01 8.58589445e-07\n",
      "  1.36112707e-09]\n",
      " [2.11083801e-09 1.37289290e-08 1.92903896e-10 2.18820193e-10\n",
      "  8.33190733e-12 1.60000000e+01 8.03647295e-10 4.94033948e-11\n",
      "  8.33190733e-12]\n",
      " [4.38280946e-07 2.51723752e-09 2.90331786e-09 7.43389226e-11\n",
      "  4.15130522e-08 8.33190733e-12 7.64433104e-10 4.70588153e+00\n",
      "  3.31341644e-10]\n",
      " [1.83094487e-09 5.90385432e+00 1.67463469e-09 1.83074961e+00\n",
      "  2.08678594e-10 5.53475959e-11 8.33190733e-12 2.37613653e-11\n",
      "  8.28960936e-11]\n",
      " [1.19869411e-06 8.59977537e-10 7.27272398e+00 2.63178709e-09\n",
      "  4.15998122e-11 1.08135730e-08 1.42267594e-10 8.33190733e-12\n",
      "  9.14159181e-10]\n",
      " [2.73802010e-09 4.57687391e-01 1.31894816e-08 5.06044656e+00\n",
      "  1.46031141e-09 7.81305505e-10 9.57002014e-11 1.39546207e-09\n",
      "  8.33190733e-12]]\n",
      "205\n",
      "====================================================================================================\n",
      "Iteration number 205 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.49871659e-12 6.61175296e-10 4.00225412e-10 6.78196430e-11\n",
      "  4.64081326e+00 6.85192697e-11 3.38058102e-01 9.79950146e-10\n",
      "  7.49871659e-12]\n",
      " [2.25938613e+00 7.49871659e-12 3.01757566e-11 8.81860409e-10\n",
      "  2.17012604e-01 1.46713468e-10 4.24624351e-01 3.71733969e-09\n",
      "  7.43084418e-09]\n",
      " [5.88473930e-09 5.91139273e-11 7.49871659e-12 7.20170441e-11\n",
      "  7.49871659e-12 4.71744658e-11 7.49871659e-12 2.59800758e-09\n",
      "  6.66666665e+00]\n",
      " [3.84979943e-01 1.09385440e-09 2.15844032e-06 7.49871659e-12\n",
      "  2.61903028e-01 7.49871659e-12 1.38315040e+01 7.72730500e-07\n",
      "  1.22501437e-09]\n",
      " [1.89975421e-09 1.23560361e-08 1.73613507e-10 1.96938173e-10\n",
      "  7.49871659e-12 1.60000000e+01 7.23282566e-10 4.44630553e-11\n",
      "  7.49871659e-12]\n",
      " [3.94452851e-07 2.26551377e-09 2.61298607e-09 6.69050304e-11\n",
      "  3.73617470e-08 7.49871659e-12 6.87989794e-10 4.70588161e+00\n",
      "  2.98207479e-10]\n",
      " [1.64785039e-09 5.98013555e+00 1.50717123e-09 1.64767465e+00\n",
      "  1.87810734e-10 4.98128363e-11 7.49871659e-12 2.13852288e-11\n",
      "  7.46064842e-11]\n",
      " [1.07882469e-06 7.73979783e-10 7.27272431e+00 2.36860838e-09\n",
      "  3.74398310e-11 9.73221570e-09 1.28040834e-10 7.49871659e-12\n",
      "  8.22743263e-10]\n",
      " [2.46421809e-09 4.11918652e-01 1.18705335e-08 5.12583048e+00\n",
      "  1.31428027e-09 7.03174954e-10 8.61301813e-11 1.25591586e-09\n",
      "  7.49871659e-12]]\n",
      "206\n",
      "====================================================================================================\n",
      "Iteration number 206 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.74884493e-12 5.95057767e-10 3.60202870e-10 6.10376787e-11\n",
      "  4.67673193e+00 6.16673427e-11 3.04252292e-01 8.81955131e-10\n",
      "  6.74884493e-12]\n",
      " [2.28344752e+00 6.74884493e-12 2.71581809e-11 7.93674368e-10\n",
      "  1.95311343e-01 1.32042122e-10 3.82161916e-01 3.34560572e-09\n",
      "  6.68775976e-09]\n",
      " [5.29626537e-09 5.32025346e-11 6.74884493e-12 6.48153397e-11\n",
      "  6.74884493e-12 4.24570192e-11 6.74884493e-12 2.33820682e-09\n",
      "  6.66666665e+00]\n",
      " [3.46481949e-01 9.84468957e-10 1.94259629e-06 6.74884493e-12\n",
      "  2.35712725e-01 6.74884493e-12 1.40483536e+01 6.95457450e-07\n",
      "  1.10251293e-09]\n",
      " [1.70977879e-09 1.11204325e-08 1.56252156e-10 1.77244356e-10\n",
      "  6.74884493e-12 1.60000000e+01 6.50954309e-10 4.00167498e-11\n",
      "  6.74884493e-12]\n",
      " [3.55007566e-07 2.03896239e-09 2.35168747e-09 6.02145273e-11\n",
      "  3.36255723e-08 6.74884493e-12 6.19190814e-10 4.70588169e+00\n",
      "  2.68386732e-10]\n",
      " [1.48306535e-09 6.04878867e+00 1.35645410e-09 1.48290719e+00\n",
      "  1.69029661e-10 4.48315527e-11 6.74884493e-12 1.92467059e-11\n",
      "  6.71458358e-11]\n",
      " [9.70942225e-07 6.96581805e-10 7.27272460e+00 2.13174754e-09\n",
      "  3.36958479e-11 8.75899413e-09 1.15236751e-10 6.74884493e-12\n",
      "  7.40468937e-10]\n",
      " [2.21779628e-09 3.70726787e-01 1.06834801e-08 5.18467600e+00\n",
      "  1.18285224e-09 6.32857459e-10 7.75171632e-11 1.13032427e-09\n",
      "  6.74884493e-12]]\n",
      "207\n",
      "====================================================================================================\n",
      "Iteration number 207 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.07396044e-12 5.35551990e-10 3.24182583e-10 5.49339108e-11\n",
      "  4.64655874e+00 5.55006085e-11 3.32650592e-01 7.93759618e-10\n",
      "  6.07396044e-12]\n",
      " [2.27385277e+00 6.07396044e-12 2.44423628e-11 7.14306931e-10\n",
      "  2.59113542e-01 1.18837909e-10 3.43945725e-01 3.01104515e-09\n",
      "  6.01898379e-09]\n",
      " [4.76663884e-09 4.78822811e-11 6.07396044e-12 5.83338057e-11\n",
      "  6.07396044e-12 3.82113173e-11 6.07396044e-12 2.10438614e-09\n",
      "  6.66666665e+00]\n",
      " [3.61833754e-01 8.86022061e-10 1.74833666e-06 6.07396044e-12\n",
      "  2.12141453e-01 6.07396044e-12 1.40435182e+01 6.25911705e-07\n",
      "  9.92261636e-10]\n",
      " [1.53880091e-09 1.00083892e-08 1.40626940e-10 1.59519920e-10\n",
      "  6.07396044e-12 1.60000000e+01 5.85858878e-10 3.60150748e-11\n",
      "  6.07396044e-12]\n",
      " [3.19506809e-07 1.83506615e-09 2.11651872e-09 5.41930746e-11\n",
      "  3.02630150e-08 6.07396044e-12 5.57271733e-10 4.70588175e+00\n",
      "  2.41548058e-10]\n",
      " [1.33475881e-09 6.11057647e+00 1.22080869e-09 1.33461647e+00\n",
      "  1.52126695e-10 4.03483974e-11 6.07396044e-12 1.73220353e-11\n",
      "  6.04312522e-11]\n",
      " [8.73848003e-07 6.26923624e-10 7.27272487e+00 1.91857279e-09\n",
      "  3.03262631e-11 7.88309472e-09 1.03713076e-10 6.07396044e-12\n",
      "  6.66422043e-10]\n",
      " [1.99601665e-09 3.33654108e-01 9.61513212e-09 5.23763697e+00\n",
      "  1.06456702e-09 5.69571713e-10 6.97654469e-11 1.01729185e-09\n",
      "  6.07396044e-12]]\n",
      "208\n",
      "====================================================================================================\n",
      "Iteration number 208 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[5.46656440e-12 4.81996791e-10 2.91764325e-10 4.94405197e-11\n",
      "  4.61940287e+00 4.99505476e-11 3.58209062e-01 7.14383656e-10\n",
      "  5.46656440e-12]\n",
      " [2.23396749e+00 5.46656440e-12 2.19981266e-11 6.42876238e-10\n",
      "  3.16535521e-01 1.06954119e-10 3.92884486e-01 2.70994063e-09\n",
      "  5.41708541e-09]\n",
      " [4.28997495e-09 4.30940530e-11 5.46656440e-12 5.25004251e-11\n",
      "  5.46656440e-12 3.43901855e-11 5.46656440e-12 1.89394753e-09\n",
      "  6.66666665e+00]\n",
      " [4.25650379e-01 7.97419855e-10 1.57350299e-06 5.46656440e-12\n",
      "  1.90927307e-01 5.46656440e-12 1.38391664e+01 5.63320535e-07\n",
      "  8.93035473e-10]\n",
      " [1.38492082e-09 9.00755029e-09 1.26564246e-10 1.43567928e-10\n",
      "  5.46656440e-12 1.60000000e+01 5.27272990e-10 3.24135673e-11\n",
      "  5.46656440e-12]\n",
      " [2.87556128e-07 1.65155954e-09 1.90486685e-09 4.87737671e-11\n",
      "  2.72367135e-08 5.46656440e-12 5.01544560e-10 4.70588181e+00\n",
      "  2.17393253e-10]\n",
      " [1.20128293e-09 6.08285215e+00 1.09872782e-09 1.40115482e+00\n",
      "  1.36914025e-10 3.63135577e-11 5.46656440e-12 1.55898318e-11\n",
      "  5.43881270e-11]\n",
      " [7.86463203e-07 5.64231262e-10 7.27272511e+00 1.72671551e-09\n",
      "  2.72936368e-11 7.09478525e-09 9.33417683e-11 5.46656440e-12\n",
      "  5.99779839e-10]\n",
      " [1.79641499e-09 3.50288697e-01 8.65361890e-09 5.21387327e+00\n",
      "  9.58110314e-10 5.12614542e-10 6.27889022e-11 9.15562662e-10\n",
      "  5.46656440e-12]]\n",
      "209\n",
      "====================================================================================================\n",
      "Iteration number 209 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.91990796e-12 4.33797112e-10 2.62587893e-10 4.44964678e-11\n",
      "  4.65746258e+00 4.49554929e-11 3.22388156e-01 6.42945291e-10\n",
      "  4.91990796e-12]\n",
      " [2.26057074e+00 4.91990796e-12 1.97983139e-11 5.78588614e-10\n",
      "  2.84881969e-01 9.62587067e-11 3.53596037e-01 2.43894657e-09\n",
      "  4.87537687e-09]\n",
      " [3.86097746e-09 3.87846477e-11 4.91990796e-12 4.72503826e-11\n",
      "  4.91990796e-12 3.09511670e-11 4.91990796e-12 1.70455278e-09\n",
      "  6.66666665e+00]\n",
      " [3.83085341e-01 7.17677869e-10 1.41615269e-06 4.91990796e-12\n",
      "  1.71834577e-01 4.91990796e-12 1.40552498e+01 5.06988481e-07\n",
      "  8.03731925e-10]\n",
      " [1.24642873e-09 8.10679526e-09 1.13907822e-10 1.29211135e-10\n",
      "  4.91990796e-12 1.60000000e+01 4.74545691e-10 2.91722106e-11\n",
      "  4.91990796e-12]\n",
      " [2.58800516e-07 1.48640358e-09 1.71438016e-09 4.38963904e-11\n",
      "  2.45130422e-08 4.91990796e-12 4.51390104e-10 4.70588187e+00\n",
      "  1.95653927e-10]\n",
      " [1.08115464e-09 6.14123360e+00 9.88855041e-10 1.26103934e+00\n",
      "  1.23222623e-10 3.26822019e-11 4.91990796e-12 1.40308486e-11\n",
      "  4.89493143e-11]\n",
      " [7.07816882e-07 5.07808136e-10 7.27272533e+00 1.55404396e-09\n",
      "  2.45642731e-11 6.38530672e-09 8.40075914e-11 4.91990796e-12\n",
      "  5.39801855e-10]\n",
      " [1.61677349e-09 3.15259827e-01 7.78825701e-09 5.26391452e+00\n",
      "  8.62299282e-10 4.61353088e-10 5.65100120e-11 8.24006396e-10\n",
      "  4.91990796e-12]]\n",
      "210\n",
      "====================================================================================================\n",
      "Iteration number 210 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.42791716e-12 3.90417401e-10 2.36329103e-10 4.00468210e-11\n",
      "  4.62921632e+00 4.04599436e-11 3.48972870e-01 5.78650762e-10\n",
      "  4.42791716e-12]\n",
      " [2.28451367e+00 4.42791716e-12 1.78184825e-11 5.20729753e-10\n",
      "  2.56393772e-01 8.66328360e-11 3.18236433e-01 2.19505191e-09\n",
      "  4.38783918e-09]\n",
      " [3.47487971e-09 3.49061829e-11 4.42791716e-12 4.25253443e-11\n",
      "  4.42791716e-12 2.78560503e-11 4.42791716e-12 1.53409750e-09\n",
      "  6.66666666e+00]\n",
      " [3.44776807e-01 6.45910082e-10 1.27453742e-06 4.42791716e-12\n",
      "  2.37984452e-01 4.42791716e-12 1.40497248e+01 4.56289633e-07\n",
      "  7.23358733e-10]\n",
      " [1.12178586e-09 7.29611573e-09 1.02517039e-10 1.16290022e-10\n",
      "  4.42791716e-12 1.60000000e+01 4.27091122e-10 2.62549895e-11\n",
      "  4.42791716e-12]\n",
      " [2.32920464e-07 1.33776323e-09 1.54294215e-09 3.95067514e-11\n",
      "  2.20617380e-08 4.42791716e-12 4.06251093e-10 4.70588192e+00\n",
      "  1.76088535e-10]\n",
      " [9.73039174e-10 6.11044358e+00 8.89969537e-10 1.33493540e+00\n",
      "  1.10900360e-10 2.94139817e-11 4.42791716e-12 1.26277638e-11\n",
      "  4.40543829e-11]\n",
      " [6.37035194e-07 4.57027322e-10 7.27272552e+00 1.39863956e-09\n",
      "  2.21078458e-11 5.74677605e-09 7.56068323e-11 4.42791716e-12\n",
      "  4.85821669e-10]\n",
      " [1.45509614e-09 3.33733845e-01 7.00943131e-09 5.23752307e+00\n",
      "  7.76069354e-10 4.15217779e-10 5.08590108e-11 7.41605756e-10\n",
      "  4.42791716e-12]]\n",
      "211\n",
      "====================================================================================================\n",
      "Iteration number 211 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.98512544e-12 3.51375661e-10 2.12696193e-10 3.60421389e-11\n",
      "  4.60379469e+00 3.64139492e-11 3.72899112e-01 5.20785685e-10\n",
      "  3.98512544e-12]\n",
      " [2.27481230e+00 3.98512544e-12 1.60366343e-11 4.68656778e-10\n",
      "  3.14087728e-01 7.79695524e-11 2.86412790e-01 1.97554672e-09\n",
      "  3.94905526e-09]\n",
      " [3.12739174e-09 3.14155646e-11 3.98512544e-12 3.82728099e-11\n",
      "  3.98512544e-12 2.50704453e-11 3.98512544e-12 1.38068775e-09\n",
      "  6.66666666e+00]\n",
      " [3.60299126e-01 5.81319074e-10 1.14708368e-06 3.98512544e-12\n",
      "  2.14186007e-01 3.98512544e-12 1.40447523e+01 4.10660670e-07\n",
      "  6.51022860e-10]\n",
      " [1.00960727e-09 6.56650416e-09 9.22653355e-11 1.04661020e-10\n",
      "  3.98512544e-12 1.60000000e+01 3.84382010e-10 2.36294906e-11\n",
      "  3.98512544e-12]\n",
      " [2.09628418e-07 1.20398690e-09 1.38864793e-09 3.55560762e-11\n",
      "  1.98555642e-08 3.98512544e-12 3.65625984e-10 4.70588196e+00\n",
      "  1.58479681e-10]\n",
      " [8.75735257e-10 6.16606589e+00 8.00972583e-10 1.20144186e+00\n",
      "  9.98103244e-11 2.64725835e-11 3.98512544e-12 1.13649874e-11\n",
      "  3.96489446e-11]\n",
      " [5.73331675e-07 4.11324590e-10 7.27272570e+00 1.25877561e-09\n",
      "  1.98970612e-11 5.17209844e-09 6.80461491e-11 3.98512544e-12\n",
      "  4.37239503e-10]\n",
      " [1.30958653e-09 3.00360460e-01 6.30848818e-09 5.28519933e+00\n",
      "  6.98462419e-10 3.73696001e-10 4.57731097e-11 6.67445181e-10\n",
      "  3.98512544e-12]]\n",
      "212\n",
      "====================================================================================================\n",
      "Iteration number 212 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.58661290e-12 3.16238095e-10 1.91426574e-10 3.24379250e-11\n",
      "  4.58091522e+00 3.27725543e-11 3.94432730e-01 4.68707117e-10\n",
      "  3.58661290e-12]\n",
      " [2.26608107e+00 3.58661290e-12 1.44329708e-11 4.21791100e-10\n",
      "  3.66012289e-01 7.01725972e-11 2.57771511e-01 1.77799205e-09\n",
      "  3.55414974e-09]\n",
      " [2.81465257e-09 2.82740082e-11 3.58661290e-12 3.44455289e-11\n",
      "  3.58661290e-12 2.25634007e-11 3.58661290e-12 1.24261897e-09\n",
      "  6.66666666e+00]\n",
      " [3.74269213e-01 5.23187167e-10 1.03237531e-06 3.58661290e-12\n",
      "  1.92767406e-01 3.58661290e-12 1.40402771e+01 3.69594603e-07\n",
      "  5.85920574e-10]\n",
      " [9.08646547e-10 5.90985374e-09 8.30388020e-11 9.41949178e-11\n",
      "  3.58661290e-12 1.60000000e+01 3.45943809e-10 2.12665415e-11\n",
      "  3.58661290e-12]\n",
      " [1.88665576e-07 1.08358821e-09 1.24978314e-09 3.20004686e-11\n",
      "  1.78700077e-08 3.58661290e-12 3.29063386e-10 4.70588200e+00\n",
      "  1.42631713e-10]\n",
      " [7.88161731e-10 6.21612596e+00 7.20875325e-10 1.08129768e+00\n",
      "  8.98292920e-11 2.38253252e-11 3.58661290e-12 1.02284886e-11\n",
      "  3.56840501e-11]\n",
      " [5.15998507e-07 3.70192131e-10 7.27272585e+00 1.13289804e-09\n",
      "  1.79073551e-11 4.65488860e-09 6.12415342e-11 3.58661290e-12\n",
      "  3.93515552e-10]\n",
      " [1.17862787e-09 2.70324414e-01 5.67763936e-09 5.32810797e+00\n",
      "  6.28616177e-10 3.36326401e-10 4.11957987e-11 6.00700663e-10\n",
      "  3.58661290e-12]]\n",
      "213\n",
      "====================================================================================================\n",
      "Iteration number 213 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[3.22795161e-12 2.84614285e-10 1.72283916e-10 2.91941325e-11\n",
      "  4.49782370e+00 2.94952989e-11 4.72636516e-01 4.21836405e-10\n",
      "  3.22795161e-12]\n",
      " [2.22697296e+00 3.22795161e-12 1.29896737e-11 3.79611990e-10\n",
      "  4.96077727e-01 6.31553375e-11 2.31994360e-01 1.60019284e-09\n",
      "  3.19873476e-09]\n",
      " [2.53318731e-09 2.54466074e-11 3.22795161e-12 3.10009760e-11\n",
      "  3.22795161e-12 2.03070607e-11 3.22795161e-12 1.11835708e-09\n",
      "  6.66666666e+00]\n",
      " [4.36842292e-01 4.70868450e-10 9.29137781e-07 3.22795161e-12\n",
      "  1.73490666e-01 3.22795161e-12 1.38362494e+01 3.32635143e-07\n",
      "  5.27328516e-10]\n",
      " [8.17781893e-10 5.31886837e-09 7.47349218e-11 8.47754260e-11\n",
      "  3.22795161e-12 1.60000000e+01 3.11349428e-10 1.91398874e-11\n",
      "  3.22795161e-12]\n",
      " [1.69799018e-07 9.75229392e-10 1.12480482e-09 2.88004218e-11\n",
      "  1.60830070e-08 3.22795161e-12 2.96157047e-10 4.70588203e+00\n",
      "  1.28368542e-10]\n",
      " [7.09345558e-10 6.26118003e+00 6.48787792e-10 9.73167910e-01\n",
      "  8.08463628e-11 2.14427927e-11 3.22795161e-12 9.20563978e-12\n",
      "  3.21156451e-11]\n",
      " [4.64398656e-07 3.33172918e-10 7.27272600e+00 1.01960824e-09\n",
      "  1.61166196e-11 4.18939974e-09 5.51173807e-11 3.22795161e-12\n",
      "  3.54163997e-10]\n",
      " [1.06076509e-09 2.43291973e-01 5.10987543e-09 5.36672574e+00\n",
      "  5.65754559e-10 3.02693761e-10 3.70762188e-11 5.40630596e-10\n",
      "  3.22795161e-12]]\n",
      "214\n",
      "====================================================================================================\n",
      "Iteration number 214 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[2.90515645e-12 2.56152857e-10 1.55055525e-10 2.62747192e-11\n",
      "  4.42304133e+00 2.65457690e-11 5.43019923e-01 3.79652765e-10\n",
      "  2.90515645e-12]\n",
      " [2.12927567e+00 2.90515645e-12 1.16907064e-11 3.41650791e-10\n",
      "  6.13136621e-01 5.68398037e-11 3.75461591e-01 1.44017356e-09\n",
      "  2.87886129e-09]\n",
      " [2.27986858e-09 2.29019466e-11 2.90515645e-12 2.79008784e-11\n",
      "  2.90515645e-12 1.82763546e-11 2.90515645e-12 1.00652137e-09\n",
      "  6.66666666e+00]\n",
      " [5.93158063e-01 4.23781605e-10 8.36224003e-07 2.90515645e-12\n",
      "  1.56141599e-01 2.90515645e-12 1.32526244e+01 2.99371628e-07\n",
      "  4.74595665e-10]\n",
      " [7.36003703e-10 4.78698153e-09 6.72614296e-11 7.62978834e-11\n",
      "  2.90515645e-12 1.60000000e+01 2.80214485e-10 1.72258986e-11\n",
      "  2.90515645e-12]\n",
      " [1.52819116e-07 8.77706453e-10 1.01232434e-09 2.59203796e-11\n",
      "  1.44747063e-08 2.90515645e-12 2.66541342e-10 4.70588207e+00\n",
      "  1.15531688e-10]\n",
      " [6.38411002e-10 6.13506203e+00 5.83909013e-10 1.27585112e+00\n",
      "  7.27617265e-11 1.92985134e-11 2.90515645e-12 8.28507580e-12\n",
      "  2.89040806e-11]\n",
      " [4.17958791e-07 2.99855626e-10 7.27272612e+00 9.17647416e-10\n",
      "  1.45049576e-11 3.77045977e-09 4.96056427e-11 2.90515645e-12\n",
      "  3.18747597e-10]\n",
      " [9.54688577e-10 3.18962775e-01 4.59888788e-09 5.25862460e+00\n",
      "  5.09179103e-10 2.72424385e-10 3.33685970e-11 4.86567537e-10\n",
      "  2.90515645e-12]]\n",
      "215\n",
      "====================================================================================================\n",
      "Iteration number 215 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.61464080e-12 2.30537571e-10 1.39549972e-10 2.36472473e-11\n",
      "  4.48073720e+00 2.38911921e-11 4.88717931e-01 3.41687488e-10\n",
      "  2.61464080e-12]\n",
      " [2.13509810e+00 2.61464080e-12 1.05216357e-11 3.07485712e-10\n",
      "  5.51822959e-01 5.11558233e-11 4.21248765e-01 1.29615620e-09\n",
      "  2.59097516e-09]\n",
      " [2.05188172e-09 2.06117520e-11 2.61464080e-12 2.51107906e-11\n",
      "  2.61464080e-12 1.64487191e-11 2.61464080e-12 9.05869231e-10\n",
      "  6.66666666e+00]\n",
      " [5.83842257e-01 3.81403445e-10 7.52601603e-07 2.61464080e-12\n",
      "  1.40527439e-01 2.61464080e-12 1.33273620e+01 2.69434466e-07\n",
      "  4.27136098e-10]\n",
      " [6.62403333e-10 4.30828338e-09 6.05352866e-11 6.86680951e-11\n",
      "  2.61464080e-12 1.60000000e+01 2.52193037e-10 1.55033088e-11\n",
      "  2.61464080e-12]\n",
      " [1.37537205e-07 7.89935808e-10 9.11091908e-10 2.33283416e-11\n",
      "  1.30272356e-08 2.61464080e-12 2.39887208e-10 4.70588209e+00\n",
      "  1.03978519e-10]\n",
      " [5.74569902e-10 6.10488916e+00 5.25518112e-10 1.34826601e+00\n",
      "  6.54855538e-11 1.73686621e-11 2.61464080e-12 7.45656822e-12\n",
      "  2.60136725e-11]\n",
      " [3.76162912e-07 2.69870064e-10 7.27272624e+00 8.25882675e-10\n",
      "  1.30544619e-11 3.39341379e-09 4.46450784e-11 2.61464080e-12\n",
      "  2.86872838e-10]\n",
      " [8.59219720e-10 3.37066498e-01 4.13899910e-09 5.23276214e+00\n",
      "  4.58261193e-10 2.45181946e-10 3.00317373e-11 4.37910783e-10\n",
      "  2.61464080e-12]]\n",
      "216\n",
      "====================================================================================================\n",
      "Iteration number 216 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.35317672e-12 2.07483814e-10 1.25594975e-10 2.12825226e-11\n",
      "  4.47016348e+00 2.15020729e-11 4.98669667e-01 3.07518739e-10\n",
      "  2.35317672e-12]\n",
      " [2.17158829e+00 2.35317672e-12 9.46947216e-12 2.76737141e-10\n",
      "  4.96640663e-01 4.60402410e-11 3.79123888e-01 1.16654058e-09\n",
      "  2.33187764e-09]\n",
      " [1.84669355e-09 1.85505768e-11 2.35317672e-12 2.25997115e-11\n",
      "  2.35317672e-12 1.48038472e-11 2.35317672e-12 8.15282308e-10\n",
      "  6.66666666e+00]\n",
      " [5.25458031e-01 3.43263100e-10 6.77341443e-07 2.35317672e-12\n",
      "  2.09808029e-01 2.35317672e-12 1.33946258e+01 2.42491019e-07\n",
      "  3.84422488e-10]\n",
      " [5.96163000e-10 3.87745504e-09 5.44817580e-11 6.18012855e-11\n",
      "  2.35317672e-12 1.60000000e+01 2.26973733e-10 1.39529779e-11\n",
      "  2.35317672e-12]\n",
      " [1.23783484e-07 7.10942227e-10 8.19982717e-10 2.09955075e-11\n",
      "  1.17245121e-08 2.35317672e-12 2.15898487e-10 4.70588212e+00\n",
      "  9.35806669e-11]\n",
      " [5.17112912e-10 6.07773358e+00 4.72966301e-10 1.41343941e+00\n",
      "  5.89369984e-11 1.56317958e-11 2.35317672e-12 6.71091140e-12\n",
      "  2.34123053e-11]\n",
      " [3.38546621e-07 2.42883057e-10 7.27272634e+00 7.43294407e-10\n",
      "  1.17490157e-11 3.05407241e-09 4.01805706e-11 2.35317672e-12\n",
      "  2.58185554e-10]\n",
      " [7.73297748e-10 3.53359848e-01 3.72509919e-09 5.20948592e+00\n",
      "  4.12435074e-10 2.20663752e-10 2.70285635e-11 3.94119705e-10\n",
      "  2.35317672e-12]]\n",
      "217\n",
      "====================================================================================================\n",
      "Iteration number 217 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.11785905e-12 1.86735433e-10 1.13035478e-10 1.91542703e-11\n",
      "  4.39814713e+00 1.93518656e-11 5.66449759e-01 2.76766865e-10\n",
      "  2.11785905e-12]\n",
      " [2.14192946e+00 2.11785905e-12 8.52252495e-12 2.49063427e-10\n",
      "  6.13643263e-01 4.14362169e-11 3.41211500e-01 1.04988652e-09\n",
      "  2.09868988e-09]\n",
      " [1.66202419e-09 1.66955191e-11 2.11785905e-12 2.03397404e-11\n",
      "  2.11785905e-12 1.33234625e-11 2.11785905e-12 7.33754078e-10\n",
      "  6.66666666e+00]\n",
      " [5.72912228e-01 3.08936790e-10 6.09607298e-07 2.11785905e-12\n",
      "  1.88827226e-01 2.11785905e-12 1.32551632e+01 2.18241917e-07\n",
      "  3.45980240e-10]\n",
      " [5.36546700e-10 3.48970954e-09 4.90335822e-11 5.56211570e-11\n",
      "  2.11785905e-12 1.60000000e+01 2.04276360e-10 1.25576801e-11\n",
      "  2.11785905e-12]\n",
      " [1.11405136e-07 6.39848004e-10 7.37984446e-10 1.88959567e-11\n",
      "  1.05520609e-08 2.11785905e-12 1.94308639e-10 4.70588214e+00\n",
      "  8.42226002e-11]\n",
      " [4.65401621e-10 6.13662689e+00 4.25669671e-10 1.27209547e+00\n",
      "  5.30432986e-11 1.40686163e-11 2.11785905e-12 6.03982026e-12\n",
      "  2.10710748e-11]\n",
      " [3.04691959e-07 2.18594751e-10 7.27272643e+00 6.68964966e-10\n",
      "  1.05741141e-11 2.74866517e-09 3.61625135e-11 2.11785905e-12\n",
      "  2.32366998e-10]\n",
      " [6.95967973e-10 3.18023863e-01 3.35258927e-09 5.25996590e+00\n",
      "  3.71191566e-10 1.98597376e-10 2.43257072e-11 3.54707734e-10\n",
      "  2.11785905e-12]]\n",
      "218\n",
      "====================================================================================================\n",
      "Iteration number 218 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.90607315e-12 1.68061889e-10 1.01731930e-10 1.72388433e-11\n",
      "  4.45833242e+00 1.74166790e-11 5.09804783e-01 2.49090179e-10\n",
      "  1.90607315e-12]\n",
      " [2.17773652e+00 1.90607315e-12 7.67027245e-12 2.24157084e-10\n",
      "  5.52278937e-01 3.72925952e-11 3.07090350e-01 9.44897872e-10\n",
      "  1.88882089e-09]\n",
      " [1.49582177e-09 1.50259672e-11 1.90607315e-12 1.83057663e-11\n",
      "  1.90607315e-12 1.19911162e-11 1.90607315e-12 6.60378670e-10\n",
      "  6.66666666e+00]\n",
      " [5.15621005e-01 2.78043111e-10 5.48646569e-07 1.90607315e-12\n",
      "  1.69944503e-01 1.90607315e-12 1.35296469e+01 1.96417725e-07\n",
      "  3.11382216e-10]\n",
      " [4.82892030e-10 3.14073858e-09 4.41302240e-11 5.00590413e-11\n",
      "  1.90607315e-12 1.60000000e+01 1.83848724e-10 1.13019121e-11\n",
      "  1.90607315e-12]\n",
      " [1.00264622e-07 5.75863204e-10 6.64186001e-10 1.70063610e-11\n",
      "  9.49685479e-09 1.90607315e-12 1.74877775e-10 4.70588216e+00\n",
      "  7.58003402e-11]\n",
      " [4.18861459e-10 6.18963087e+00 3.83102703e-10 1.14488592e+00\n",
      "  4.77389687e-11 1.26617546e-11 1.90607315e-12 5.43583823e-12\n",
      "  1.89639673e-11]\n",
      " [2.74222763e-07 1.96735276e-10 7.27272652e+00 6.02068470e-10\n",
      "  9.51670269e-12 2.47379865e-09 3.25462622e-11 1.90607315e-12\n",
      "  2.09130299e-10]\n",
      " [6.26371176e-10 2.86221477e-01 3.01733034e-09 5.30539788e+00\n",
      "  3.34072410e-10 1.78737639e-10 2.18931365e-11 3.19236961e-10\n",
      "  1.90607315e-12]]\n",
      "219\n",
      "====================================================================================================\n",
      "Iteration number 219 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.71546583e-12 1.51255700e-10 9.15587368e-11 1.55149590e-11\n",
      "  4.51249917e+00 1.56750111e-11 4.58824305e-01 2.24181161e-10\n",
      "  1.71546583e-12]\n",
      " [2.17871286e+00 1.71546583e-12 6.90324521e-12 2.01741375e-10\n",
      "  4.97051043e-01 3.35633357e-11 3.59714648e-01 8.50408085e-10\n",
      "  1.69993880e-09]\n",
      " [1.34623960e-09 1.35233705e-11 1.71546583e-12 1.64751897e-11\n",
      "  1.71546583e-12 1.07920046e-11 1.71546583e-12 5.94340803e-10\n",
      "  6.66666666e+00]\n",
      " [5.14058905e-01 2.50238800e-10 4.93781912e-07 1.71546583e-12\n",
      "  1.52950053e-01 1.71546583e-12 1.35766822e+01 1.76775953e-07\n",
      "  2.80243994e-10]\n",
      " [4.34602827e-10 2.82666472e-09 3.97172016e-11 4.50531372e-11\n",
      "  1.71546583e-12 1.60000000e+01 1.65463851e-10 1.01717209e-11\n",
      "  1.71546583e-12]\n",
      " [9.02381601e-08 5.18276883e-10 5.97767401e-10 1.53057249e-11\n",
      "  8.54716931e-09 1.71546583e-12 1.57389997e-10 4.70588218e+00\n",
      "  6.82203062e-11]\n",
      " [3.76975313e-10 6.15400111e+00 3.44792433e-10 1.23039733e+00\n",
      "  4.29650719e-11 1.13955792e-11 1.71546583e-12 4.89225441e-12\n",
      "  1.70675705e-11]\n",
      " [2.46800486e-07 1.77061749e-10 7.27272659e+00 5.41861623e-10\n",
      "  8.56503242e-12 2.22641879e-09 2.92916359e-11 1.71546583e-12\n",
      "  1.88217269e-10]\n",
      " [5.63734058e-10 3.07599329e-01 2.71559731e-09 5.27485810e+00\n",
      "  3.00665169e-10 1.60863875e-10 1.97038228e-11 2.87313265e-10\n",
      "  1.71546583e-12]]\n",
      "220\n",
      "====================================================================================================\n",
      "Iteration number 220 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.54391925e-12 1.36130130e-10 8.24028631e-11 1.39634631e-11\n",
      "  4.56124926e+00 1.41075100e-11 4.12941875e-01 2.01763045e-10\n",
      "  1.54391925e-12]\n",
      " [2.21084158e+00 1.54391925e-12 6.21292069e-12 1.81567238e-10\n",
      "  4.47345939e-01 3.02070021e-11 3.23743183e-01 7.65367276e-10\n",
      "  1.52994492e-09]\n",
      " [1.21161564e-09 1.21710334e-11 1.54391925e-12 1.48276707e-11\n",
      "  1.54391925e-12 9.71280416e-12 1.54391925e-12 5.34906723e-10\n",
      "  6.66666666e+00]\n",
      " [4.62653014e-01 2.25214920e-10 4.44403721e-07 1.54391925e-12\n",
      "  1.37655048e-01 1.54391925e-12 1.38190140e+01 1.59098358e-07\n",
      "  2.52219595e-10]\n",
      " [3.91142544e-10 2.54399825e-09 3.57454814e-11 4.05478234e-11\n",
      "  1.54391925e-12 1.60000000e+01 1.48917466e-10 9.15454880e-12\n",
      "  1.54391925e-12]\n",
      " [8.12143441e-08 4.66449195e-10 5.37990661e-10 1.37751524e-11\n",
      "  7.69245238e-09 1.54391925e-12 1.41650998e-10 4.70588220e+00\n",
      "  6.13982755e-11]\n",
      " [3.39277781e-10 6.20526767e+00 3.10313190e-10 1.10735759e+00\n",
      "  3.86685647e-11 1.02560213e-11 1.54391925e-12 4.40302897e-12\n",
      "  1.53608135e-11]\n",
      " [2.22120438e-07 1.59355574e-10 7.27272666e+00 4.87675460e-10\n",
      "  7.70852918e-12 2.00377691e-09 2.63624723e-11 1.54391925e-12\n",
      "  1.69395542e-10]\n",
      " [5.07360652e-10 2.76839396e-01 2.44403758e-09 5.31880086e+00\n",
      "  2.70598652e-10 1.44777487e-10 1.77334405e-11 2.58581938e-10\n",
      "  1.54391925e-12]]\n",
      "221\n",
      "====================================================================================================\n",
      "Iteration number 221 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.38952732e-12 1.22517117e-10 7.41625768e-11 1.25671168e-11\n",
      "  4.60512433e+00 1.26967590e-11 3.71647687e-01 1.81586740e-10\n",
      "  1.38952732e-12]\n",
      " [2.23975742e+00 1.38952732e-12 5.59162862e-12 1.63410514e-10\n",
      "  4.02611345e-01 2.71863019e-11 2.91368865e-01 6.88830549e-10\n",
      "  1.37695043e-09]\n",
      " [1.09045407e-09 1.09539301e-11 1.38952732e-12 1.33449037e-11\n",
      "  1.38952732e-12 8.74152375e-12 1.38952732e-12 4.81416050e-10\n",
      "  6.66666666e+00]\n",
      " [4.16387713e-01 2.02693428e-10 3.99963348e-07 1.38952732e-12\n",
      "  1.23889543e-01 1.38952732e-12 1.40371126e+01 1.43188522e-07\n",
      "  2.26997635e-10]\n",
      " [3.52028290e-10 2.28959843e-09 3.21709333e-11 3.64930411e-11\n",
      "  1.38952732e-12 1.60000000e+01 1.34025720e-10 8.23909392e-12\n",
      "  1.38952732e-12]\n",
      " [7.30929097e-08 4.19804275e-10 4.84191595e-10 1.23976372e-11\n",
      "  6.92320714e-09 1.38952732e-12 1.27485898e-10 4.70588222e+00\n",
      "  5.52584480e-11]\n",
      " [3.05350003e-10 6.25140757e+00 2.79281871e-10 9.96621835e-01\n",
      "  3.48017082e-11 9.23041913e-12 1.38952732e-12 3.96272607e-12\n",
      "  1.38247321e-11]\n",
      " [1.99908394e-07 1.43420016e-10 7.27272672e+00 4.38907914e-10\n",
      "  6.93767626e-12 1.80339922e-09 2.37262251e-11 1.38952732e-12\n",
      "  1.52455988e-10]\n",
      " [4.56624587e-10 2.49155457e-01 2.19963382e-09 5.35834934e+00\n",
      "  2.43538787e-10 1.30299739e-10 1.59600965e-11 2.32723744e-10\n",
      "  1.38952732e-12]]\n",
      "222\n",
      "====================================================================================================\n",
      "Iteration number 222 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.25057459e-12 1.10265406e-10 6.67463191e-11 1.13104051e-11\n",
      "  4.64461190e+00 1.14270831e-11 3.34482918e-01 1.63428066e-10\n",
      "  1.25057459e-12]\n",
      " [2.26578168e+00 1.25057459e-12 5.03246575e-12 1.47069463e-10\n",
      "  3.62350210e-01 2.44676717e-11 2.62231978e-01 6.19947494e-10\n",
      "  1.23925539e-09]\n",
      " [9.81408666e-10 9.85853707e-12 1.25057459e-12 1.20104133e-11\n",
      "  1.25057459e-12 7.86737137e-12 1.25057459e-12 4.33274445e-10\n",
      "  6.66666666e+00]\n",
      " [3.74748941e-01 1.82424085e-10 3.59967014e-07 1.25057459e-12\n",
      "  1.11500589e-01 1.25057459e-12 1.42334013e+01 1.28869670e-07\n",
      "  2.04297872e-10]\n",
      " [3.16825461e-10 2.06063858e-09 2.89538399e-11 3.28437370e-11\n",
      "  1.25057459e-12 1.60000000e+01 1.20623148e-10 7.41518452e-12\n",
      "  1.25057459e-12]\n",
      " [6.57836187e-08 3.77823848e-10 4.35772435e-10 1.11578735e-11\n",
      "  6.23088643e-09 1.25057459e-12 1.14737308e-10 4.70588223e+00\n",
      "  4.97326032e-11]\n",
      " [2.74815003e-10 6.29293348e+00 2.51353684e-10 8.96959652e-01\n",
      "  3.13215374e-11 8.30737722e-12 1.25057459e-12 3.56645346e-12\n",
      "  1.24422589e-11]\n",
      " [1.79917555e-07 1.29078015e-10 7.27272678e+00 3.95017123e-10\n",
      "  6.24390864e-12 1.62305930e-09 2.13536026e-11 1.25057459e-12\n",
      "  1.37210389e-10]\n",
      " [4.10962128e-10 2.24239911e-01 1.97967044e-09 5.39394298e+00\n",
      "  2.19184908e-10 1.17269765e-10 1.43640868e-11 2.09451370e-10\n",
      "  1.25057459e-12]]\n",
      "223\n",
      "====================================================================================================\n",
      "Iteration number 223 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.12551713e-12 9.92388650e-11 6.00716872e-11 1.01793646e-11\n",
      "  4.43015071e+00 1.02843748e-11 5.36328744e-01 1.47085260e-10\n",
      "  1.12551713e-12]\n",
      " [2.19545351e+00 1.12551713e-12 4.52921918e-12 1.32362516e-10\n",
      "  5.76115189e-01 2.20209045e-11 2.36008781e-01 5.57952744e-10\n",
      "  1.11532985e-09]\n",
      " [8.83267799e-10 8.87268336e-12 1.12551713e-12 1.08093720e-11\n",
      "  1.12551713e-12 7.08063423e-12 1.12551713e-12 3.89947001e-10\n",
      "  6.66666666e+00]\n",
      " [4.87274047e-01 1.64181677e-10 3.23970312e-07 1.12551713e-12\n",
      "  1.83683863e-01 1.12551713e-12 1.36100612e+01 1.15982703e-07\n",
      "  1.83868084e-10]\n",
      " [2.85142915e-10 1.85457473e-09 2.60584559e-11 2.95593633e-11\n",
      "  1.12551713e-12 1.60000000e+01 1.08560833e-10 6.67366607e-12\n",
      "  1.12551713e-12]\n",
      " [5.92052568e-08 3.40041463e-10 3.92195192e-10 1.00420861e-11\n",
      "  5.60779778e-09 1.12551713e-12 1.03263577e-10 4.70588224e+00\n",
      "  4.47593429e-11]\n",
      " [2.47333503e-10 6.24697346e+00 2.26218315e-10 1.00726369e+00\n",
      "  2.81893837e-11 7.47663950e-12 1.12551713e-12 3.20980812e-12\n",
      "  1.11980330e-11]\n",
      " [1.61925799e-07 1.16170213e-10 7.27272683e+00 3.55515411e-10\n",
      "  5.61951777e-12 1.46075337e-09 1.92182423e-11 1.12551713e-12\n",
      "  1.23489350e-10]\n",
      " [3.69865915e-10 2.51815920e-01 1.78170339e-09 5.35454868e+00\n",
      "  1.97266417e-10 1.05542788e-10 1.29276782e-11 1.88506233e-10\n",
      "  1.12551713e-12]]\n",
      "224\n",
      "====================================================================================================\n",
      "Iteration number 224 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[1.01296542e-12 8.93149785e-11 5.40645185e-11 9.16142812e-12\n",
      "  4.29963564e+00 9.25593732e-12 6.59166458e-01 1.32376734e-10\n",
      "  1.01296542e-12]\n",
      " [2.16340816e+00 1.01296542e-12 4.07629726e-12 1.19126265e-10\n",
      "  6.85170337e-01 1.98188141e-11 2.12407902e-01 5.02157470e-10\n",
      "  1.00379686e-09]\n",
      " [7.94941020e-10 7.98541503e-12 1.01296542e-12 9.72843477e-12\n",
      "  1.01296542e-12 6.37257081e-12 1.01296542e-12 3.50952301e-10\n",
      "  6.66666666e+00]\n",
      " [5.38546643e-01 1.47763509e-10 2.91573281e-07 1.01296542e-12\n",
      "  2.48648810e-01 1.01296542e-12 1.32490551e+01 1.04384432e-07\n",
      "  1.65481276e-10]\n",
      " [2.56628623e-10 1.66911725e-09 2.34526104e-11 2.66034270e-11\n",
      "  1.01296542e-12 1.60000000e+01 9.77047496e-11 6.00629946e-12\n",
      "  1.01296542e-12]\n",
      " [5.32847311e-08 3.06037317e-10 3.52975673e-10 9.03787752e-12\n",
      "  5.04701801e-09 1.01296542e-12 9.29372195e-11 4.70588225e+00\n",
      "  4.02834086e-11]\n",
      " [2.22600152e-10 6.20560945e+00 2.03596484e-10 1.10653732e+00\n",
      "  2.53704453e-11 6.72897555e-12 1.01296542e-12 2.88882731e-12\n",
      "  1.00782297e-11]\n",
      " [1.45733219e-07 1.04553192e-10 7.27272687e+00 3.19963870e-10\n",
      "  5.05756600e-12 1.31467803e-09 1.72964181e-11 1.01296542e-12\n",
      "  1.11140415e-10]\n",
      " [3.32879324e-10 2.76634328e-01 1.60353305e-09 5.31909381e+00\n",
      "  1.77539775e-10 9.49885095e-11 1.16349103e-11 1.69655610e-10\n",
      "  1.01296542e-12]]\n",
      "225\n",
      "====================================================================================================\n",
      "Iteration number 225 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[9.11668877e-13 8.03834806e-11 4.86580666e-11 8.24528531e-12\n",
      "  4.36967207e+00 8.33034359e-12 5.93249812e-01 1.19139060e-10\n",
      "  9.11668877e-13]\n",
      " [2.19706734e+00 9.11668877e-13 3.66866754e-12 1.07213638e-10\n",
      "  6.16653303e-01 1.78369327e-11 1.91167112e-01 4.51941723e-10\n",
      "  9.03417176e-10]\n",
      " [7.15446918e-10 7.18687352e-12 9.11668877e-13 8.75559129e-12\n",
      "  9.11668877e-13 5.73531373e-12 9.11668877e-13 3.15857071e-10\n",
      "  6.66666666e+00]\n",
      " [4.84691978e-01 1.32987158e-10 2.62415953e-07 9.11668877e-13\n",
      "  2.23783929e-01 9.11668877e-13 1.35241496e+01 9.39459891e-08\n",
      "  1.48933148e-10]\n",
      " [2.30965761e-10 1.50220553e-09 2.11073493e-11 2.39430843e-11\n",
      "  9.11668877e-13 1.60000000e+01 8.79342747e-11 5.40566952e-12\n",
      "  9.11668877e-13]\n",
      " [4.79562580e-08 2.75433585e-10 3.17678105e-10 8.13408977e-12\n",
      "  4.54231620e-09 9.11668877e-13 8.36434975e-11 4.70588226e+00\n",
      "  3.62550677e-11]\n",
      " [2.00340137e-10 6.25171517e+00 1.83236835e-10 9.95883586e-01\n",
      "  2.28334008e-11 6.05607799e-12 9.11668877e-13 2.59994458e-12\n",
      "  9.07040676e-12]\n",
      " [1.31159897e-07 9.40978728e-11 7.27272691e+00 2.87967483e-10\n",
      "  4.55180940e-12 1.18321023e-09 1.55667763e-11 9.11668877e-13\n",
      "  1.00026374e-10]\n",
      " [2.99591392e-10 2.48970895e-01 1.44317975e-09 5.35861300e+00\n",
      "  1.59785798e-10 8.54896585e-11 1.04714193e-11 1.52690049e-10\n",
      "  9.11668877e-13]]\n",
      "226\n",
      "====================================================================================================\n",
      "Iteration number 226 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[8.20501989e-13 7.23451326e-11 4.37922600e-11 7.42075678e-12\n",
      "  4.30770487e+00 7.49730923e-12 6.51571890e-01 1.07225154e-10\n",
      "  8.20501989e-13]\n",
      " [2.19611061e+00 8.20501989e-13 3.30180078e-12 9.64922745e-11\n",
      "  6.38321306e-01 1.60532394e-11 1.72050401e-01 4.06747551e-10\n",
      "  8.13075459e-10]\n",
      " [6.43902226e-10 6.46818617e-12 8.20501989e-13 7.88003216e-12\n",
      "  8.20501989e-13 5.16178236e-12 8.20501989e-13 2.84271364e-10\n",
      "  6.66666666e+00]\n",
      " [4.86222780e-01 1.19688442e-10 2.36174358e-07 8.20501989e-13\n",
      "  2.84738869e-01 8.20501989e-13 1.33717346e+01 8.45513902e-08\n",
      "  1.34039834e-10]\n",
      " [2.07869185e-10 1.35198498e-09 1.89966144e-11 2.15487758e-11\n",
      "  8.20501989e-13 1.60000000e+01 7.91408472e-11 4.86510257e-12\n",
      "  8.20501989e-13]\n",
      " [4.31606322e-08 2.47890227e-10 2.85910295e-10 7.32068079e-12\n",
      "  4.08808458e-09 8.20501989e-13 7.52791478e-11 4.70588227e+00\n",
      "  3.26295610e-11]\n",
      " [1.80306123e-10 6.20987699e+00 1.64913152e-10 1.09629523e+00\n",
      "  2.05500607e-11 5.45047019e-12 8.20501989e-13 2.33995012e-12\n",
      "  8.16336608e-12]\n",
      " [1.18043908e-07 8.46880855e-11 7.27272695e+00 2.59170734e-10\n",
      "  4.09662846e-12 1.06488920e-09 1.40100987e-11 8.20501989e-13\n",
      "  9.00237362e-11]\n",
      " [2.69632252e-10 2.74073806e-01 1.29886177e-09 5.32275170e+00\n",
      "  1.43807218e-10 7.69406927e-11 9.42427737e-12 1.37421044e-10\n",
      "  8.20501989e-13]]\n",
      "227\n",
      "====================================================================================================\n",
      "Iteration number 227 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.38451790e-13 6.51106193e-11 3.94130340e-11 6.67868110e-12\n",
      "  4.31443438e+00 6.74757830e-12 6.45238230e-01 9.65026389e-11\n",
      "  7.38451790e-13]\n",
      " [2.19524955e+00 7.38451790e-13 2.97162070e-12 8.68430471e-11\n",
      "  6.57822509e-01 1.44479155e-11 1.54845361e-01 3.66072796e-10\n",
      "  7.31767913e-10]\n",
      " [5.79512003e-10 5.82136755e-12 7.38451790e-13 7.09202895e-12\n",
      "  7.38451790e-13 4.64560412e-12 7.38451790e-13 2.55844227e-10\n",
      "  6.66666666e+00]\n",
      " [4.87600502e-01 1.07719598e-10 2.12556922e-07 7.38451790e-13\n",
      "  2.56264983e-01 7.38451790e-13 1.34345611e+01 7.60962512e-08\n",
      "  1.20635850e-10]\n",
      " [1.87082266e-10 1.21678648e-09 1.70969529e-11 1.93938983e-11\n",
      "  7.38451790e-13 1.60000000e+01 7.12267625e-11 4.37859231e-12\n",
      "  7.38451790e-13]\n",
      " [3.88445690e-08 2.23101204e-10 2.57319265e-10 6.58861271e-12\n",
      "  3.67927613e-09 7.38451790e-13 6.77512330e-11 4.70588228e+00\n",
      "  2.93666049e-11]\n",
      " [1.62275511e-10 6.25555596e+00 1.48421837e-10 9.86665705e-01\n",
      "  1.84950546e-11 4.90542317e-12 7.38451790e-13 2.10595511e-12\n",
      "  7.34702948e-12]\n",
      " [1.06239517e-07 7.62192769e-11 7.27272698e+00 2.33253661e-10\n",
      "  3.68696561e-12 9.58400284e-10 1.26090888e-11 7.38451790e-13\n",
      "  8.10213626e-11]\n",
      " [2.42669027e-10 2.46666425e-01 1.16897560e-09 5.36190510e+00\n",
      "  1.29426496e-10 6.92466234e-11 8.48184963e-12 1.23678939e-10\n",
      "  7.38451790e-13]]\n",
      "228\n",
      "====================================================================================================\n",
      "Iteration number 228 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.64606611e-13 5.85995574e-11 3.54717306e-11 6.01081299e-12\n",
      "  4.32049094e+00 6.07282047e-12 6.39537937e-01 8.68523750e-11\n",
      "  6.64606611e-13]\n",
      " [2.22572459e+00 6.64606611e-13 2.67445863e-12 7.81587423e-11\n",
      "  5.92040258e-01 1.30031239e-11 1.39360825e-01 3.29465516e-10\n",
      "  6.58591122e-10]\n",
      " [5.21560803e-10 5.23923080e-12 6.64606611e-13 6.38282605e-12\n",
      "  6.64606611e-13 4.18104371e-12 6.64606611e-13 2.30259804e-10\n",
      "  6.66666666e+00]\n",
      " [4.38840452e-01 9.69476383e-11 1.91301230e-07 6.64606611e-13\n",
      "  3.13971818e-01 6.64606611e-13 1.34911050e+01 6.84866261e-08\n",
      "  1.08572265e-10]\n",
      " [1.68374040e-10 1.09510783e-09 1.53872577e-11 1.74545084e-11\n",
      "  6.64606611e-13 1.60000000e+01 6.41040862e-11 3.94073308e-12\n",
      "  6.64606611e-13]\n",
      " [3.49601121e-08 2.00791084e-10 2.31587339e-10 5.92975144e-12\n",
      "  3.31134851e-09 6.64606611e-13 6.09761097e-11 4.70588229e+00\n",
      "  2.64299444e-11]\n",
      " [1.46047960e-10 6.21333369e+00 1.33579653e-10 1.08799913e+00\n",
      "  1.66455492e-11 4.41488086e-12 6.64606611e-13 1.89535960e-12\n",
      "  6.61232653e-12]\n",
      " [9.56155651e-08 6.85973493e-11 7.27272701e+00 2.09928295e-10\n",
      "  3.31826905e-12 8.62560255e-10 1.13481799e-11 6.64606611e-13\n",
      "  7.29192263e-11]\n",
      " [2.18402124e-10 2.71999783e-01 1.05207804e-09 5.32571459e+00\n",
      "  1.16483847e-10 6.23219611e-11 7.63366467e-12 1.11311046e-10\n",
      "  6.64606611e-13]]\n",
      "229\n",
      "====================================================================================================\n",
      "Iteration number 229 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[5.98145950e-13 5.27396016e-11 3.19245575e-11 5.40973169e-12\n",
      "  4.13844185e+00 5.46553843e-12 8.10878261e-01 7.81671375e-11\n",
      "  5.98145950e-13]\n",
      " [2.19065213e+00 5.98145950e-13 2.40701277e-12 7.03428681e-11\n",
      "  6.99502899e-01 1.17028115e-11 1.25424742e-01 2.96518964e-10\n",
      "  5.92732009e-10]\n",
      " [4.69404723e-10 4.71530772e-12 5.98145950e-13 5.74454345e-12\n",
      "  5.98145950e-13 3.76293934e-12 5.98145950e-13 2.07233824e-10\n",
      "  6.66666667e+00]\n",
      " [4.94956407e-01 8.72528744e-11 1.72171107e-07 5.98145950e-13\n",
      "  4.49241303e-01 5.98145950e-13 1.29419945e+01 6.16379635e-08\n",
      "  9.77150387e-11]\n",
      " [1.51536636e-10 9.85597047e-10 1.38485319e-11 1.57090576e-11\n",
      "  5.98145950e-13 1.60000000e+01 5.76936776e-11 3.54665977e-12\n",
      "  5.98145950e-13]\n",
      " [3.14641009e-08 1.80711975e-10 2.08428605e-10 5.33677630e-12\n",
      "  2.98021366e-09 5.98145950e-13 5.48784987e-11 4.70588229e+00\n",
      "  2.37869499e-11]\n",
      " [1.31443164e-10 6.09200032e+00 1.20221688e-10 1.37919922e+00\n",
      "  1.49809942e-11 3.97339277e-12 5.98145950e-13 1.70582364e-12\n",
      "  5.95109388e-12]\n",
      " [8.60540086e-08 6.17376143e-11 7.27272704e+00 1.88935465e-10\n",
      "  2.98644215e-12 7.76304230e-10 1.02133619e-11 5.98145950e-13\n",
      "  6.56273037e-11]\n",
      " [1.96561912e-10 3.44799804e-01 9.46870233e-10 5.22171456e+00\n",
      "  1.04835462e-10 5.60897650e-11 6.87029820e-12 1.00179941e-10\n",
      "  5.98145950e-13]]\n",
      "230\n",
      "====================================================================================================\n",
      "Iteration number 230 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.38331355e-13 4.74656415e-11 2.87321018e-11 4.86875852e-12\n",
      "  4.09959766e+00 4.91898458e-12 8.47437493e-01 7.03504238e-11\n",
      "  5.38331355e-13]\n",
      " [2.15908692e+00 5.38331355e-13 2.16631149e-12 6.33085813e-11\n",
      "  7.12885942e-01 1.05325304e-11 1.96215601e-01 2.66867068e-10\n",
      "  5.33458809e-10]\n",
      " [4.22464250e-10 4.24377695e-12 5.38331355e-13 5.17008910e-12\n",
      "  5.38331355e-13 3.38664540e-12 5.38331355e-13 1.86510442e-10\n",
      "  6.66666667e+00]\n",
      " [5.45460766e-01 7.85275870e-11 1.54953996e-07 5.38331355e-13\n",
      "  4.87650506e-01 5.38331355e-13 1.26477951e+01 5.54741671e-08\n",
      "  8.79435348e-11]\n",
      " [1.36382972e-10 8.87037342e-10 1.24636787e-11 1.41381518e-11\n",
      "  5.38331355e-13 1.60000000e+01 5.19243098e-11 3.19199379e-12\n",
      "  5.38331355e-13]\n",
      " [2.83176908e-08 1.62640778e-10 1.87585744e-10 4.80309867e-12\n",
      "  2.68219230e-09 5.38331355e-13 4.93906489e-11 4.70588230e+00\n",
      "  2.14082549e-11]\n",
      " [1.18298848e-10 5.98280029e+00 1.08199519e-10 1.64127930e+00\n",
      "  1.34828948e-11 3.57605349e-12 5.38331355e-13 1.53524127e-12\n",
      "  5.35598449e-12]\n",
      " [7.74486078e-08 5.55638529e-11 7.27272706e+00 1.70041919e-10\n",
      "  2.68779793e-12 6.98673807e-10 9.19202573e-12 5.38331355e-13\n",
      "  5.90645733e-11]\n",
      " [1.76905721e-10 4.10319824e-01 8.52183210e-10 5.12811454e+00\n",
      "  9.43519158e-11 5.04807885e-11 6.18326838e-12 9.01619469e-11\n",
      "  5.38331355e-13]]\n",
      "231\n",
      "====================================================================================================\n",
      "Iteration number 231 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.84498220e-13 4.27190773e-11 2.58588916e-11 4.38188267e-12\n",
      "  4.18963790e+00 4.42708613e-12 7.62693744e-01 6.33153814e-11\n",
      "  4.84498220e-13]\n",
      " [2.16192823e+00 4.84498220e-13 1.94968034e-12 5.69777232e-11\n",
      "  6.41597348e-01 9.47927734e-12 2.59927375e-01 2.40180361e-10\n",
      "  4.80112928e-10]\n",
      " [3.80217825e-10 3.81939925e-12 4.84498220e-13 4.65308019e-12\n",
      "  4.84498220e-13 3.04798086e-12 4.84498220e-13 1.67859397e-10\n",
      "  6.66666667e+00]\n",
      " [5.40914690e-01 7.06748283e-11 1.39458596e-07 4.84498220e-13\n",
      "  4.38885455e-01 4.84498220e-13 1.27830156e+01 4.99267504e-08\n",
      "  7.91491813e-11]\n",
      " [1.22744675e-10 7.98333608e-10 1.12173108e-11 1.27243366e-11\n",
      "  4.84498220e-13 1.60000000e+01 4.67318789e-11 2.87279441e-12\n",
      "  4.84498220e-13]\n",
      " [2.54859217e-08 1.46376700e-10 1.68827170e-10 4.32278880e-12\n",
      "  2.41397307e-09 4.84498220e-13 4.44515840e-11 4.70588231e+00\n",
      "  1.92674294e-11]\n",
      " [1.06468963e-10 5.96785360e+00 9.73795671e-11 1.67715137e+00\n",
      "  1.21346053e-11 3.21844814e-12 4.84498220e-13 1.38171715e-12\n",
      "  4.82038604e-12]\n",
      " [6.97037470e-08 5.00074676e-11 7.27272708e+00 1.53037727e-10\n",
      "  2.41901814e-12 6.28806426e-10 8.27282316e-12 4.84498220e-13\n",
      "  5.31581160e-11]\n",
      " [1.59215149e-10 4.19287841e-01 7.66964889e-10 5.11530308e+00\n",
      "  8.49167242e-11 4.54327096e-11 5.56494155e-12 8.11457522e-11\n",
      "  4.84498220e-13]]\n",
      "232\n",
      "====================================================================================================\n",
      "Iteration number 232 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.36048398e-13 3.84471696e-11 2.32730024e-11 3.94369440e-12\n",
      "  4.20817411e+00 3.98437751e-12 7.45247899e-01 5.69838433e-11\n",
      "  4.36048398e-13]\n",
      " [2.16448541e+00 4.36048398e-13 1.75471231e-12 5.12799509e-11\n",
      "  6.60770947e-01 8.53134961e-12 2.33934637e-01 2.16162325e-10\n",
      "  4.32101635e-10]\n",
      " [3.42196043e-10 3.43745933e-12 4.36048398e-13 4.18777217e-12\n",
      "  4.36048398e-13 2.74318278e-12 4.36048398e-13 1.51073458e-10\n",
      "  6.66666667e+00]\n",
      " [5.36823221e-01 6.36073455e-11 1.25512737e-07 4.36048398e-13\n",
      "  3.94996910e-01 4.36048398e-13 1.29047140e+01 4.49340754e-08\n",
      "  7.12342632e-11]\n",
      " [1.10470207e-10 7.18500247e-10 1.00955797e-11 1.14519030e-11\n",
      "  4.36048398e-13 1.60000000e+01 4.20586910e-11 2.58551497e-12\n",
      "  4.36048398e-13]\n",
      " [2.29373295e-08 1.31739030e-10 1.51944453e-10 3.89050992e-12\n",
      "  2.17257576e-09 4.36048398e-13 4.00064256e-11 4.70588231e+00\n",
      "  1.73406865e-11]\n",
      " [9.58220666e-11 6.03773490e+00 8.76416104e-11 1.50943623e+00\n",
      "  1.09211448e-11 2.89660333e-12 4.36048398e-13 1.24354543e-12\n",
      "  4.33834744e-12]\n",
      " [6.27333723e-08 4.50067208e-11 7.27272710e+00 1.37733954e-10\n",
      "  2.17711632e-12 5.65925783e-10 7.44554084e-12 4.36048398e-13\n",
      "  4.78423044e-11]\n",
      " [1.43293634e-10 3.77359057e-01 6.90268400e-10 5.17520135e+00\n",
      "  7.64250518e-11 4.08894387e-11 5.00844739e-12 7.30311770e-11\n",
      "  4.36048398e-13]]\n",
      "233\n",
      "====================================================================================================\n",
      "Iteration number 233 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.92443558e-13 3.46024526e-11 2.09457022e-11 3.54932496e-12\n",
      "  4.16235670e+00 3.58593976e-12 7.88370168e-01 5.12854589e-11\n",
      "  3.92443558e-13]\n",
      " [2.16678686e+00 3.92443558e-13 1.57924108e-12 4.61519558e-11\n",
      "  6.78027185e-01 7.67821465e-12 2.10541173e-01 1.94546093e-10\n",
      "  3.88891471e-10]\n",
      " [3.07976439e-10 3.09371339e-12 3.92443558e-13 3.76899495e-12\n",
      "  3.92443558e-13 2.46886450e-12 3.92443558e-13 1.35966112e-10\n",
      "  6.66666667e+00]\n",
      " [5.33140899e-01 5.72466109e-11 1.12961463e-07 3.92443558e-13\n",
      "  4.38830552e-01 3.92443558e-13 1.28142426e+01 4.04406678e-08\n",
      "  6.41108369e-11]\n",
      " [9.94231867e-11 6.46650222e-10 9.08602177e-12 1.03067127e-11\n",
      "  3.92443558e-13 1.60000000e+01 3.78528219e-11 2.32696348e-12\n",
      "  3.92443558e-13]\n",
      " [2.06435966e-08 1.18565127e-10 1.36750008e-10 3.50145893e-12\n",
      "  1.95531818e-09 3.92443558e-13 3.60057830e-11 4.70588231e+00\n",
      "  1.56066179e-11]\n",
      " [8.62398599e-11 6.01729475e+00 7.88774493e-11 1.55849261e+00\n",
      "  9.82903032e-12 2.60694300e-12 3.92443558e-13 1.11919089e-12\n",
      "  3.90451269e-12]\n",
      " [5.64600351e-08 4.05060488e-11 7.27272712e+00 1.23960559e-10\n",
      "  1.95940469e-12 5.09333205e-10 6.70098676e-12 3.92443558e-13\n",
      "  4.30580739e-11]\n",
      " [1.28964270e-10 3.89623152e-01 6.21241560e-10 5.15768121e+00\n",
      "  6.87825466e-11 3.68004948e-11 4.50760265e-12 6.57280593e-11\n",
      "  3.92443558e-13]]\n",
      "234\n",
      "====================================================================================================\n",
      "Iteration number 234 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[3.53199202e-13 3.11422074e-11 1.88511320e-11 3.19439247e-12\n",
      "  4.05862103e+00 3.22734579e-12 8.86003739e-01 4.61569130e-11\n",
      "  3.53199202e-13]\n",
      " [2.10635818e+00 3.53199202e-13 1.42131697e-12 4.15367602e-11\n",
      "  8.60224467e-01 6.91039318e-12 1.89487056e-01 1.75091483e-10\n",
      "  3.50002324e-10]\n",
      " [2.77178795e-10 2.78434205e-12 3.53199202e-13 3.39209546e-12\n",
      "  3.53199202e-13 2.22197805e-12 3.53199202e-13 1.22369501e-10\n",
      "  6.66666667e+00]\n",
      " [6.29826809e-01 5.15219498e-11 1.01665317e-07 3.53199202e-13\n",
      "  3.94947497e-01 3.53199202e-13 1.25328184e+01 3.63966011e-08\n",
      "  5.76997532e-11]\n",
      " [8.94808680e-11 5.81985200e-10 8.17741959e-12 9.27604142e-12\n",
      "  3.53199202e-13 1.60000000e+01 3.40675397e-11 2.09426713e-12\n",
      "  3.53199202e-13]\n",
      " [1.85792369e-08 1.06708614e-10 1.23075007e-10 3.15131303e-12\n",
      "  1.75978637e-09 3.53199202e-13 3.24052047e-11 4.70588232e+00\n",
      "  1.40459561e-11]\n",
      " [7.76158739e-11 6.08223194e+00 7.09897044e-11 1.40264335e+00\n",
      "  8.84612729e-12 2.34624870e-12 3.53199202e-13 1.00727180e-12\n",
      "  3.51406142e-12]\n",
      " [5.08140315e-08 3.64554439e-11 7.27272713e+00 1.11564503e-10\n",
      "  1.76346422e-12 4.58399885e-10 6.03088808e-12 3.53199202e-13\n",
      "  3.87522665e-11]\n",
      " [1.16067843e-10 3.50660836e-01 5.59117404e-10 5.21334166e+00\n",
      "  6.19042920e-11 3.31204453e-11 4.05684239e-12 5.91552533e-11\n",
      "  3.53199202e-13]]\n",
      "235\n",
      "====================================================================================================\n",
      "Iteration number 235 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.17879282e-13 2.80279866e-11 1.69660188e-11 2.87495322e-12\n",
      "  4.09025892e+00 2.90461121e-12 8.56226895e-01 4.15412217e-11\n",
      "  3.17879282e-13]\n",
      " [2.11447236e+00 3.17879282e-13 1.27918527e-12 3.73830842e-11\n",
      "  8.57535354e-01 6.21935386e-12 1.70538350e-01 1.57582335e-10\n",
      "  3.15002092e-10]\n",
      " [2.49460915e-10 2.50590785e-12 3.17879282e-13 3.05288591e-12\n",
      "  3.17879282e-13 1.99978024e-12 3.17879282e-13 1.10132551e-10\n",
      "  6.66666667e+00]\n",
      " [6.16844128e-01 4.63697548e-11 9.14987851e-08 3.17879282e-13\n",
      "  3.55452747e-01 3.17879282e-13 1.26795365e+01 3.27569409e-08\n",
      "  5.19297779e-11]\n",
      " [8.05327812e-11 5.23786680e-10 7.35967763e-12 8.34843727e-12\n",
      "  3.17879282e-13 1.60000000e+01 3.06607857e-11 1.88484042e-12\n",
      "  3.17879282e-13]\n",
      " [1.67213132e-08 9.60377528e-11 1.10767506e-10 2.83618173e-12\n",
      "  1.58380773e-09 3.17879282e-13 2.91646842e-11 4.70588232e+00\n",
      "  1.26413605e-11]\n",
      " [6.98542865e-11 6.14067541e+00 6.38907340e-11 1.26237901e+00\n",
      "  7.96151456e-12 2.11162383e-12 3.17879282e-13 9.06544619e-13\n",
      "  3.16265528e-12]\n",
      " [4.57326284e-08 3.28098995e-11 7.27272715e+00 1.00408053e-10\n",
      "  1.58711780e-12 4.12559896e-10 5.42779928e-12 3.17879282e-13\n",
      "  3.48770399e-11]\n",
      " [1.04461059e-10 3.15594753e-01 5.03205663e-10 5.26343607e+00\n",
      "  5.57138628e-11 2.98084008e-11 3.65115815e-12 5.32397280e-11\n",
      "  3.17879282e-13]]\n",
      "236\n",
      "====================================================================================================\n",
      "Iteration number 236 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.86091354e-13 2.52251880e-11 1.52694169e-11 2.58745790e-12\n",
      "  4.11873303e+00 2.61415009e-12 8.29427735e-01 3.73870996e-11\n",
      "  2.86091354e-13]\n",
      " [2.12177512e+00 2.86091354e-13 1.15126675e-12 3.36447758e-11\n",
      "  8.55115151e-01 5.59741848e-12 1.53484515e-01 1.41824101e-10\n",
      "  2.83501883e-10]\n",
      " [2.24514824e-10 2.25531706e-12 2.86091354e-13 2.74759732e-12\n",
      "  2.86091354e-13 1.79980222e-12 2.86091354e-13 9.91192956e-11\n",
      "  6.66666667e+00]\n",
      " [6.05159715e-01 4.17327794e-11 8.23489066e-08 2.86091354e-13\n",
      "  3.19907472e-01 2.86091354e-13 1.28115829e+01 2.94812469e-08\n",
      "  4.67368001e-11]\n",
      " [7.24795031e-11 4.71408012e-10 6.62370987e-12 7.51359355e-12\n",
      "  2.86091354e-13 1.60000000e+01 2.75947071e-11 1.69635637e-12\n",
      "  2.86091354e-13]\n",
      " [1.50491819e-08 8.64339775e-11 9.96907556e-11 2.55256356e-12\n",
      "  1.42542696e-09 2.86091354e-13 2.62482158e-11 4.70588232e+00\n",
      "  1.13772244e-11]\n",
      " [6.28688579e-11 6.19327454e+00 5.75016606e-11 1.13614111e+00\n",
      "  7.16536310e-12 1.90046144e-12 2.86091354e-13 8.15890157e-13\n",
      "  2.84638975e-12]\n",
      " [4.11593656e-08 2.95289095e-11 7.27272716e+00 9.03672474e-11\n",
      "  1.42840602e-12 3.71303907e-10 4.88501935e-12 2.86091354e-13\n",
      "  3.13893359e-11]\n",
      " [9.40149532e-11 2.84035278e-01 4.52885097e-10 5.30852103e+00\n",
      "  5.01424765e-11 2.68275607e-11 3.28604233e-12 4.79157552e-11\n",
      "  2.86091354e-13]]\n",
      "237\n",
      "====================================================================================================\n",
      "Iteration number 237 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[2.57482218e-13 2.27026692e-11 1.37424752e-11 2.32871211e-12\n",
      "  4.14435973e+00 2.35273508e-12 8.05308491e-01 3.36483896e-11\n",
      "  2.57482218e-13]\n",
      " [2.12834761e+00 2.57482218e-13 1.03614007e-12 3.02802982e-11\n",
      "  8.52936970e-01 5.03767663e-12 1.38136064e-01 1.27641691e-10\n",
      "  2.55151694e-10]\n",
      " [2.02063341e-10 2.02978536e-12 2.57482218e-13 2.47283759e-12\n",
      "  2.57482218e-13 1.61982200e-12 2.57482218e-13 8.92073660e-11\n",
      "  6.66666667e+00]\n",
      " [5.94643744e-01 3.75595014e-11 7.41140160e-08 2.57482218e-13\n",
      "  2.87916725e-01 2.57482218e-13 1.29304246e+01 2.65331222e-08\n",
      "  4.20631201e-11]\n",
      " [6.52315528e-11 4.24267211e-10 5.96133888e-12 6.76223419e-12\n",
      "  2.57482218e-13 1.60000000e+01 2.48352364e-11 1.52672074e-12\n",
      "  2.57482218e-13]\n",
      " [1.35442637e-08 7.77905798e-11 8.97216800e-11 2.29730720e-12\n",
      "  1.28288426e-09 2.57482218e-13 2.36233942e-11 4.70588233e+00\n",
      "  1.02395020e-11]\n",
      " [5.65819721e-11 6.24061375e+00 5.17514945e-11 1.02252700e+00\n",
      "  6.44882679e-12 1.71041530e-12 2.57482218e-13 7.34301141e-13\n",
      "  2.56175078e-12]\n",
      " [3.70434290e-08 2.65760186e-11 7.27272717e+00 8.13305226e-11\n",
      "  1.28556542e-12 3.34173516e-10 4.39651741e-12 2.57482218e-13\n",
      "  2.82504023e-11]\n",
      " [8.46134578e-11 2.55631750e-01 4.07596587e-10 5.34909750e+00\n",
      "  4.51282288e-11 2.41448046e-11 2.95743810e-12 4.31241797e-11\n",
      "  2.57482218e-13]]\n",
      "238\n",
      "====================================================================================================\n",
      "Iteration number 238 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.31733997e-13 2.04324023e-11 1.23682277e-11 2.09584090e-12\n",
      "  4.22992376e+00 2.11746157e-12 7.24777642e-01 3.02835506e-11\n",
      "  2.31733997e-13]\n",
      " [2.16551285e+00 2.31733997e-13 9.32526064e-13 2.72522684e-11\n",
      "  7.67643273e-01 4.53390897e-12 1.24322458e-01 1.14877522e-10\n",
      "  2.29636525e-10]\n",
      " [1.81857007e-10 1.82680682e-12 2.31733997e-13 2.22555383e-12\n",
      "  2.31733997e-13 1.45783980e-12 2.31733997e-13 8.02866294e-11\n",
      "  6.66666667e+00]\n",
      " [5.35179369e-01 3.38035513e-11 6.67026144e-08 2.31733997e-13\n",
      "  2.59125053e-01 2.31733997e-13 1.32373821e+01 2.38798100e-08\n",
      "  3.78568081e-11]\n",
      " [5.87083975e-11 3.81840490e-10 5.36520500e-12 6.08601077e-12\n",
      "  2.31733997e-13 1.60000000e+01 2.23517128e-11 1.37404866e-12\n",
      "  2.31733997e-13]\n",
      " [1.21898374e-08 7.00115218e-11 8.07495120e-11 2.06757648e-12\n",
      "  1.15459583e-09 2.31733997e-13 2.12610548e-11 4.70588233e+00\n",
      "  9.21555178e-12]\n",
      " [5.09237749e-11 6.28321904e+00 4.65763451e-11 9.20274301e-01\n",
      "  5.80394411e-12 1.53937377e-12 2.31733997e-13 6.60871027e-13\n",
      "  2.30557570e-12]\n",
      " [3.33390861e-08 2.39184167e-11 7.27272718e+00 7.31974704e-11\n",
      "  1.15700888e-12 3.00756164e-10 3.95686567e-12 2.31733997e-13\n",
      "  2.54253621e-11]\n",
      " [7.61521121e-11 2.30068575e-01 3.66836929e-10 5.38561632e+00\n",
      "  4.06154060e-11 2.17303242e-11 2.66169429e-12 3.88117617e-11\n",
      "  2.31733997e-13]]\n",
      "239\n",
      "====================================================================================================\n",
      "Iteration number 239 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[2.08560597e-13 1.83891620e-11 1.11314049e-11 1.88625681e-12\n",
      "  4.05693138e+00 1.90571541e-12 8.87593995e-01 2.72551956e-11\n",
      "  2.08560597e-13]\n",
      " [2.13646157e+00 2.08560597e-13 8.39273458e-13 2.45270415e-11\n",
      "  8.57545612e-01 4.08051807e-12 1.11890212e-01 1.03389770e-10\n",
      "  2.06672872e-10]\n",
      " [1.63671306e-10 1.64412614e-12 2.08560597e-13 2.00299845e-12\n",
      "  2.08560597e-13 1.31205582e-12 2.08560597e-13 7.22579665e-11\n",
      "  6.66666667e+00]\n",
      " [5.81661432e-01 3.04231961e-11 6.00323529e-08 2.08560597e-13\n",
      "  3.99879214e-01 2.08560597e-13 1.27136439e+01 2.14918290e-08\n",
      "  3.40711273e-11]\n",
      " [5.28375578e-11 3.43656441e-10 4.82868450e-12 5.47740970e-12\n",
      "  2.08560597e-13 1.60000000e+01 2.01165415e-11 1.23664380e-12\n",
      "  2.08560597e-13]\n",
      " [1.09708536e-08 6.30103696e-11 7.26745608e-11 1.86081883e-12\n",
      "  1.03913625e-09 2.08560597e-13 1.91349493e-11 4.70588233e+00\n",
      "  8.29399660e-12]\n",
      " [4.58313974e-11 6.15489714e+00 4.19187105e-11 1.22824687e+00\n",
      "  5.22354970e-12 1.38543639e-12 2.08560597e-13 5.94783924e-13\n",
      "  2.07501813e-12]\n",
      " [3.00051775e-08 2.15265751e-11 7.27272719e+00 6.58777233e-11\n",
      "  1.04130799e-12 2.70680548e-10 3.56117910e-12 2.08560597e-13\n",
      "  2.28828259e-11]\n",
      " [6.85369009e-11 3.07061717e-01 3.30153236e-10 5.27562612e+00\n",
      "  3.65538654e-11 1.95572918e-11 2.39552486e-12 3.49305855e-11\n",
      "  2.08560597e-13]]\n",
      "240\n",
      "====================================================================================================\n",
      "Iteration number 240 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.87704537e-13 1.65502458e-11 1.00182644e-11 1.69763113e-12\n",
      "  4.08873824e+00 1.71514387e-12 8.57658125e-01 2.45296760e-11\n",
      "  1.87704537e-13]\n",
      " [2.14156541e+00 1.87704537e-13 7.55346112e-13 2.20743374e-11\n",
      "  8.55124384e-01 3.67246626e-12 1.00701191e-01 9.30507930e-11\n",
      "  1.86005585e-10]\n",
      " [1.47304176e-10 1.47971353e-12 1.87704537e-13 1.80269860e-12\n",
      "  1.87704537e-13 1.18085024e-12 1.87704537e-13 6.50321698e-11\n",
      "  6.66666667e+00]\n",
      " [5.73495289e-01 2.73808765e-11 5.40291176e-08 1.87704537e-13\n",
      "  3.59891293e-01 1.87704537e-13 1.28422795e+01 1.93426461e-08\n",
      "  3.06640145e-11]\n",
      " [4.75538020e-11 3.09290797e-10 4.34581605e-12 4.92966873e-12\n",
      "  1.87704537e-13 1.60000000e+01 1.81048874e-11 1.11297942e-12\n",
      "  1.87704537e-13]\n",
      " [9.87376826e-09 5.67093327e-11 6.54071047e-11 1.67473695e-12\n",
      "  9.35222626e-10 1.87704537e-13 1.72214544e-11 4.70588233e+00\n",
      "  7.46459694e-12]\n",
      " [4.12482576e-11 6.20607409e+00 3.77268395e-11 1.10542218e+00\n",
      "  4.70119473e-12 1.24689275e-12 1.87704537e-13 5.35305532e-13\n",
      "  1.86751632e-12]\n",
      " [2.70046597e-08 1.93739176e-11 7.27272720e+00 5.92899510e-11\n",
      "  9.37177190e-13 2.43612493e-10 3.20506119e-12 1.87704537e-13\n",
      "  2.05945433e-11]\n",
      " [6.16832108e-11 2.76355546e-01 2.97137912e-10 5.31949208e+00\n",
      "  3.28984788e-11 1.76015626e-11 2.15597237e-12 3.14375270e-11\n",
      "  1.87704537e-13]]\n",
      "241\n",
      "====================================================================================================\n",
      "Iteration number 241 \n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.68934083e-13 1.48952212e-11 9.01643798e-12 1.52786801e-12\n",
      "  4.05486442e+00 1.54362948e-12 8.89539371e-01 2.20767084e-11\n",
      "  1.68934083e-13]\n",
      " [2.11490887e+00 1.68934083e-13 6.79811501e-13 1.98669036e-11\n",
      "  9.36278612e-01 3.30521964e-12 9.06310715e-02 8.37457137e-11\n",
      "  1.67405027e-10]\n",
      " [1.32573758e-10 1.33174217e-12 1.68934083e-13 1.62242874e-12\n",
      "  1.68934083e-13 1.06276521e-12 1.68934083e-13 5.85289529e-11\n",
      "  6.66666667e+00]\n",
      " [6.16145760e-01 2.46427889e-11 4.86262059e-08 1.68934083e-13\n",
      "  3.23902163e-01 1.68934083e-13 1.27580516e+01 1.74083815e-08\n",
      "  2.75976131e-11]\n",
      " [4.27984218e-11 2.78361717e-10 3.91123444e-12 4.43670185e-12\n",
      "  1.68934083e-13 1.60000000e+01 1.62943986e-11 1.00168148e-12\n",
      "  1.68934083e-13]\n",
      " [8.88639143e-09 5.10383994e-11 5.88663943e-11 1.50726326e-12\n",
      "  8.41700363e-10 1.68934083e-13 1.54993090e-11 4.70588234e+00\n",
      "  6.71813724e-12]\n",
      " [3.71234319e-11 6.25213335e+00 3.39541555e-11 9.94879965e-01\n",
      "  4.23107526e-12 1.12220348e-12 1.68934083e-13 4.81774979e-13\n",
      "  1.68076468e-12]\n",
      " [2.43041938e-08 1.74365258e-11 7.27272721e+00 5.33609559e-11\n",
      "  8.43459471e-13 2.19251244e-10 2.88455507e-12 1.68934083e-13\n",
      "  1.85350890e-11]\n",
      " [5.55148897e-11 2.48719991e-01 2.67424121e-10 5.35897144e+00\n",
      "  2.96086309e-11 1.58414063e-11 1.94037514e-12 2.82937743e-11\n",
      "  1.68934083e-13]]\n",
      "242\n",
      "====================================================================================================\n",
      "Iteration number 242 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.52040675e-13 1.34056991e-11 8.11479418e-12 1.37508121e-12\n",
      "  4.14937798e+00 1.38926654e-12 8.00585434e-01 1.98690376e-11\n",
      "  1.52040675e-13]\n",
      " [2.12216798e+00 1.52040675e-13 6.11830351e-13 1.78802133e-11\n",
      "  8.42650751e-01 2.97469767e-12 1.64901298e-01 7.53711423e-11\n",
      "  1.50664524e-10]\n",
      " [1.19316382e-10 1.19856796e-12 1.52040675e-13 1.46018587e-12\n",
      "  1.52040675e-13 9.56488692e-13 1.52040675e-13 5.26760576e-11\n",
      "  6.66666667e+00]\n",
      " [6.04531184e-01 2.21785100e-11 4.37635853e-08 1.52040675e-13\n",
      "  2.91511947e-01 1.52040675e-13 1.28822464e+01 1.56675433e-08\n",
      "  2.48378518e-11]\n",
      " [3.85185796e-11 2.50525545e-10 3.52011100e-12 3.99303167e-12\n",
      "  1.52040675e-13 1.60000000e+01 1.46649588e-11 9.01513328e-13\n",
      "  1.52040675e-13]\n",
      " [7.99775229e-09 4.59345595e-11 5.29797548e-11 1.35653693e-12\n",
      "  7.57530327e-10 1.52040675e-13 1.39493781e-11 4.70588234e+00\n",
      "  6.04632352e-12]\n",
      " [3.34110887e-11 6.21025335e+00 3.05587400e-11 1.09539197e+00\n",
      "  3.80796773e-12 1.00998313e-12 1.52040675e-13 4.33597481e-13\n",
      "  1.51268822e-12]\n",
      " [2.18737744e-08 1.56928732e-11 7.27272721e+00 4.80248603e-11\n",
      "  7.59113524e-13 1.97326119e-10 2.59609957e-12 1.52040675e-13\n",
      "  1.66815801e-11]\n",
      " [4.99634007e-11 2.73847992e-01 2.40681709e-10 5.32307430e+00\n",
      "  2.66477678e-11 1.42572657e-11 1.74633762e-12 2.54643969e-11\n",
      "  1.52040675e-13]]\n",
      "243\n",
      "====================================================================================================\n",
      "Iteration number 243 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[1.36836608e-13 1.20651292e-11 7.30331477e-12 1.23757309e-12\n",
      "  4.04694018e+00 1.25033988e-12 8.96997479e-01 1.78821338e-11\n",
      "  1.36836608e-13]\n",
      " [2.09745118e+00 1.36836608e-13 5.50647316e-13 1.60921919e-11\n",
      "  9.25052343e-01 2.67722791e-12 1.48411168e-01 6.78340281e-11\n",
      "  1.35598072e-10]\n",
      " [1.07384744e-10 1.07871116e-12 1.36836608e-13 1.31416728e-12\n",
      "  1.36836608e-13 8.60839823e-13 1.36836608e-13 4.74084518e-11\n",
      "  6.66666667e+00]\n",
      " [6.44078066e-01 1.99606590e-11 3.93872268e-08 1.36836608e-13\n",
      "  3.45694086e-01 1.36836608e-13 1.25940218e+01 1.41007890e-08\n",
      "  2.23540666e-11]\n",
      " [3.46667216e-11 2.25472991e-10 3.16809990e-12 3.59372850e-12\n",
      "  1.36836608e-13 1.60000000e+01 1.31984629e-11 8.11361995e-13\n",
      "  1.36836608e-13]\n",
      " [7.19797706e-09 4.13411035e-11 4.76817794e-11 1.22088324e-12\n",
      "  6.81777294e-10 1.36836608e-13 1.25544403e-11 4.70588234e+00\n",
      "  5.44169117e-12]\n",
      " [3.00699798e-11 6.17256134e+00 2.75028660e-11 1.18585277e+00\n",
      "  3.42717096e-12 9.08984817e-13 1.36836608e-13 3.90237733e-13\n",
      "  1.36141939e-12]\n",
      " [1.96863969e-08 1.41235859e-11 7.27272722e+00 4.32223743e-11\n",
      "  6.83202171e-13 1.77593507e-10 2.33648961e-12 1.36836608e-13\n",
      "  1.50134221e-11]\n",
      " [4.49670607e-11 2.96463193e-01 2.16613538e-10 5.29076687e+00\n",
      "  2.39829911e-11 1.28315391e-11 1.57170386e-12 2.29179572e-11\n",
      "  1.36836608e-13]]\n",
      "244\n",
      "====================================================================================================\n",
      "Iteration number 244 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.23152947e-13 1.08586163e-11 6.57298329e-12 1.11381578e-12\n",
      "  4.07974616e+00 1.12530589e-12 8.66121261e-01 1.60939204e-11\n",
      "  1.23152947e-13]\n",
      " [2.10645606e+00 1.23152947e-13 4.95582584e-13 1.44829728e-11\n",
      "  9.15880442e-01 2.40950512e-12 1.33570051e-01 6.10506253e-11\n",
      "  1.22038264e-10]\n",
      " [9.66462698e-11 9.70840044e-13 1.23152947e-13 1.18275055e-12\n",
      "  1.23152947e-13 7.74755840e-13 1.23152947e-13 4.26676066e-11\n",
      "  6.66666667e+00]\n",
      " [6.29670259e-01 1.79645931e-11 3.54485041e-08 1.23152947e-13\n",
      "  3.11124677e-01 1.23152947e-13 1.27346196e+01 1.26907101e-08\n",
      "  2.01186599e-11]\n",
      " [3.12000495e-11 2.02925692e-10 2.85128991e-12 3.23435565e-12\n",
      "  1.23152947e-13 1.60000000e+01 1.18786166e-11 7.30225795e-13\n",
      "  1.23152947e-13]\n",
      " [6.47817935e-09 3.72069932e-11 4.29136014e-11 1.09879491e-12\n",
      "  6.13599565e-10 1.23152947e-13 1.12989962e-11 4.70588234e+00\n",
      "  4.89752205e-12]\n",
      " [2.70629818e-11 6.22197188e+00 2.47525794e-11 1.06726749e+00\n",
      "  3.08445386e-12 8.18086336e-13 1.23152947e-13 3.51213960e-13\n",
      "  1.22527746e-12]\n",
      " [1.77177573e-08 1.27112273e-11 7.27272722e+00 3.89001369e-11\n",
      "  6.14881954e-13 1.59834157e-10 2.10284065e-12 1.23152947e-13\n",
      "  1.35120798e-11]\n",
      " [4.04703546e-11 2.66816873e-01 1.94952184e-10 5.33311875e+00\n",
      "  2.15846920e-11 1.15483852e-11 1.41453348e-12 2.06261615e-11\n",
      "  1.23152947e-13]]\n",
      "245\n",
      "====================================================================================================\n",
      "Iteration number 245 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.10837652e-13 9.77275466e-12 5.91568496e-12 1.00243420e-12\n",
      "  4.17177154e+00 1.01277530e-12 7.79509134e-01 1.44845284e-11\n",
      "  1.10837652e-13]\n",
      " [2.14581046e+00 1.10837652e-13 4.46024326e-13 1.30346755e-11\n",
      "  8.24292398e-01 2.16855460e-12 1.20213046e-01 5.49455628e-11\n",
      "  1.09834438e-10]\n",
      " [8.69816428e-11 8.73756040e-13 1.10837652e-13 1.06447550e-12\n",
      "  1.10837652e-13 6.97280256e-13 1.10837652e-13 3.84008460e-11\n",
      "  6.66666667e+00]\n",
      " [5.66703233e-01 1.61681338e-11 3.19036537e-08 1.10837652e-13\n",
      "  2.80012209e-01 1.10837652e-13 1.30611576e+01 1.14216391e-08\n",
      "  1.81067939e-11]\n",
      " [2.80800445e-11 1.82633123e-10 2.56616092e-12 2.91092009e-12\n",
      "  1.10837652e-13 1.60000000e+01 1.06907549e-11 6.57203216e-13\n",
      "  1.10837652e-13]\n",
      " [5.83036142e-09 3.34862938e-11 3.86222413e-11 9.88915422e-13\n",
      "  5.52239608e-10 1.10837652e-13 1.01690966e-11 4.70588234e+00\n",
      "  4.40776985e-12]\n",
      " [2.43566837e-11 6.26644136e+00 2.22773215e-11 9.60540745e-01\n",
      "  2.77600848e-12 7.36277702e-13 1.10837652e-13 3.16092564e-13\n",
      "  1.10274971e-12]\n",
      " [1.59459815e-08 1.14401046e-11 7.27272723e+00 3.50101232e-11\n",
      "  5.53393759e-13 1.43850741e-10 1.89255658e-12 1.10837652e-13\n",
      "  1.21608719e-11]\n",
      " [3.64233191e-11 2.40135186e-01 1.75456966e-10 5.37123545e+00\n",
      "  1.94262228e-11 1.03935467e-11 1.27308013e-12 1.85635453e-11\n",
      "  1.10837652e-13]]\n",
      "246\n",
      "====================================================================================================\n",
      "Iteration number 246 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[9.97538870e-14 8.79547919e-12 5.32411646e-12 9.02190784e-13\n",
      "  4.19209439e+00 9.11497774e-13 7.60381750e-01 1.30360756e-11\n",
      "  9.97538870e-14]\n",
      " [2.18122941e+00 9.97538870e-14 4.01421893e-13 1.17312079e-11\n",
      "  7.41863158e-01 1.95169914e-12 1.08191741e-01 4.94510065e-11\n",
      "  9.88509942e-11]\n",
      " [7.82834785e-11 7.86380436e-13 9.97538870e-14 9.58027948e-13\n",
      "  9.97538870e-14 6.27552231e-13 9.97538870e-14 3.45607614e-11\n",
      "  6.66666667e+00]\n",
      " [5.10032910e-01 1.45513204e-11 2.87132883e-08 9.97538870e-14\n",
      "  3.35344322e-01 9.97538870e-14 1.31550419e+01 1.02794752e-08\n",
      "  1.62961145e-11]\n",
      " [2.52720401e-11 1.64369810e-10 2.30954483e-12 2.61982808e-12\n",
      "  9.97538870e-14 1.60000000e+01 9.62167944e-12 5.91482894e-13\n",
      "  9.97538870e-14]\n",
      " [5.24732528e-09 3.01376645e-11 3.47600171e-11 8.90023880e-13\n",
      "  4.97015647e-10 9.97538870e-14 9.15218695e-12 4.70588234e+00\n",
      "  3.96699286e-12]\n",
      " [2.19210153e-11 6.22313055e+00 2.00495893e-11 1.06448667e+00\n",
      "  2.49840763e-12 6.62649932e-13 9.97538870e-14 2.84483307e-13\n",
      "  9.92474739e-13]\n",
      " [1.43513834e-08 1.02960941e-11 7.27272723e+00 3.15091109e-11\n",
      "  4.98054383e-13 1.29465667e-10 1.70330093e-12 9.97538870e-14\n",
      "  1.09447847e-11]\n",
      " [3.27809872e-11 2.66121668e-01 1.57911269e-10 5.33411190e+00\n",
      "  1.74836005e-11 9.35419202e-12 1.14577211e-12 1.67071908e-11\n",
      "  9.97538870e-14]]\n",
      "247\n",
      "====================================================================================================\n",
      "Iteration number 247 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[8.97784983e-14 7.91593128e-12 4.79170482e-12 8.11971705e-13\n",
      "  4.27288495e+00 8.20347997e-13 6.84343575e-01 1.17324680e-11\n",
      "  8.97784983e-14]\n",
      " [2.21310647e+00 8.97784983e-14 3.61279704e-13 1.05580871e-11\n",
      "  6.67676842e-01 1.75652923e-12 9.73725673e-02 4.45059058e-11\n",
      "  8.89658948e-11]\n",
      " [7.04551306e-11 7.07742392e-13 8.97784983e-14 8.62225153e-13\n",
      "  8.97784983e-14 5.64797008e-13 8.97784983e-14 3.11046852e-11\n",
      "  6.66666667e+00]\n",
      " [4.59029619e-01 1.30961884e-11 2.58419595e-08 8.97784983e-14\n",
      "  3.01809890e-01 8.97784983e-14 1.34395377e+01 9.25152765e-09\n",
      "  1.46665031e-11]\n",
      " [2.27448361e-11 1.47932829e-10 2.07859034e-12 2.35784527e-12\n",
      "  8.97784983e-14 1.60000000e+01 8.65951150e-12 5.32334605e-13\n",
      "  8.97784983e-14]\n",
      " [4.72259275e-09 2.71238980e-11 3.12840154e-11 8.01021492e-13\n",
      "  4.47314083e-10 8.97784983e-14 8.23696825e-12 4.70588234e+00\n",
      "  3.57029358e-12]\n",
      " [1.97289138e-11 6.26748417e+00 1.80446304e-11 9.58038004e-01\n",
      "  2.24856687e-12 5.96384939e-13 8.97784983e-14 2.56034977e-13\n",
      "  8.93227265e-13]\n",
      " [1.29162450e-08 9.26648471e-12 7.27272724e+00 2.83581998e-11\n",
      "  4.48248945e-13 1.16519100e-10 1.53297083e-12 8.97784983e-14\n",
      "  9.85030621e-12]\n",
      " [2.95028885e-11 2.39509501e-01 1.42120142e-10 5.37212928e+00\n",
      "  1.57352404e-11 8.41877282e-12 1.03119490e-12 1.50364717e-11\n",
      "  8.97784983e-14]]\n",
      "248\n",
      "====================================================================================================\n",
      "Iteration number 248 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[8.08006484e-14 7.12433815e-12 4.31253434e-12 7.30774535e-13\n",
      "  4.28309646e+00 7.38313197e-13 6.74732747e-01 1.05592212e-11\n",
      "  8.08006484e-14]\n",
      " [2.21054582e+00 8.08006484e-14 3.25151733e-13 9.50227842e-12\n",
      "  6.84242491e-01 1.58087631e-12 8.76353106e-02 4.00553152e-11\n",
      "  8.00693053e-11]\n",
      " [6.34096176e-11 6.36968153e-13 8.08006484e-14 7.76002638e-13\n",
      "  8.08006484e-14 5.08317307e-13 8.08006484e-14 2.79942167e-11\n",
      "  6.66666667e+00]\n",
      " [4.63126657e-01 1.17865695e-11 2.32577635e-08 8.08006484e-14\n",
      "  2.71628901e-01 8.08006484e-14 1.34955839e+01 8.32637488e-09\n",
      "  1.31998528e-11]\n",
      " [2.04703525e-11 1.33139546e-10 1.87073131e-12 2.12206074e-12\n",
      "  8.08006484e-14 1.60000000e+01 7.79356035e-12 4.79101144e-13\n",
      "  8.08006484e-14]\n",
      " [4.25033347e-09 2.44115082e-11 2.81556139e-11 7.20919343e-13\n",
      "  4.02582674e-10 8.08006484e-14 7.41327143e-12 4.70588234e+00\n",
      "  3.21326422e-12]\n",
      " [1.77560224e-11 6.30740242e+00 1.62401673e-11 8.62234203e-01\n",
      "  2.02371018e-12 5.36746445e-13 8.08006484e-14 2.30431479e-13\n",
      "  8.03904538e-13]\n",
      " [1.16246205e-08 8.33983624e-12 7.27272724e+00 2.55223798e-11\n",
      "  4.03424050e-13 1.04867190e-10 1.37967375e-12 8.08006484e-14\n",
      "  8.86527559e-12]\n",
      " [2.65525996e-11 2.15558551e-01 1.27908128e-10 5.40634493e+00\n",
      "  1.41617164e-11 7.57689554e-12 9.28075413e-13 1.35328245e-11\n",
      "  8.08006484e-14]]\n",
      "249\n",
      "====================================================================================================\n",
      "Iteration number 249 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.27205836e-14 6.41190433e-12 3.88128090e-12 6.57697081e-13\n",
      "  4.29228681e+00 6.64481877e-13 6.66083002e-01 9.50329908e-12\n",
      "  7.27205836e-14]\n",
      " [2.17699124e+00 7.27205836e-14 2.92636560e-13 8.55205058e-12\n",
      "  6.99151575e-01 1.42278868e-12 1.62205113e-01 3.60497837e-11\n",
      "  7.20623748e-11]\n",
      " [5.70686558e-11 5.73271338e-13 7.27205836e-14 6.98402374e-13\n",
      "  7.27205836e-14 4.57485576e-13 7.27205836e-14 2.51947950e-11\n",
      "  6.66666667e+00]\n",
      " [5.16813991e-01 1.06079126e-11 2.09319872e-08 7.27205836e-14\n",
      "  2.44466011e-01 7.27205836e-14 1.33460255e+01 7.49373740e-09\n",
      "  1.18798675e-11]\n",
      " [1.84233172e-11 1.19825592e-10 1.68365818e-12 1.90985467e-12\n",
      "  7.27205836e-14 1.60000000e+01 7.01420431e-12 4.31191030e-13\n",
      "  7.27205836e-14]\n",
      " [3.82530013e-09 2.19703574e-11 2.53400525e-11 6.48827408e-13\n",
      "  3.62324407e-10 7.27205836e-14 6.67194428e-12 4.70588235e+00\n",
      "  2.89193780e-12]\n",
      " [1.59804201e-11 6.25999551e+00 1.46161506e-11 9.76010783e-01\n",
      "  1.82133916e-12 4.83071800e-13 7.27205836e-14 2.07388331e-13\n",
      "  7.23514085e-13]\n",
      " [1.04621585e-08 7.50585261e-12 7.27272724e+00 2.29701418e-11\n",
      "  3.63081645e-13 9.43804712e-11 1.24170638e-12 7.27205836e-14\n",
      "  7.97874803e-12]\n",
      " [2.38973397e-11 2.44002696e-01 1.15117315e-10 5.36571043e+00\n",
      "  1.27455448e-11 6.81920598e-12 8.35267872e-13 1.21795421e-11\n",
      "  7.27205836e-14]]\n",
      "250\n",
      "====================================================================================================\n",
      "Iteration number 250 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.54485252e-14 5.77071390e-12 3.49315281e-12 5.91927373e-13\n",
      "  4.36305813e+00 5.98033690e-13 5.99474702e-01 8.55296917e-12\n",
      "  6.54485252e-14]\n",
      " [2.20929212e+00 6.54485252e-14 2.63372904e-13 7.69684552e-12\n",
      "  6.29236418e-01 1.28050981e-12 1.45984602e-01 3.24448054e-11\n",
      "  6.48561373e-11]\n",
      " [5.13617902e-11 5.15944204e-13 6.54485252e-14 6.28562137e-13\n",
      "  6.54485252e-14 4.11737019e-13 6.54485252e-14 2.26753155e-11\n",
      "  6.66666667e+00]\n",
      " [4.65132592e-01 9.54712132e-12 1.88387885e-08 6.54485252e-14\n",
      "  2.20019410e-01 6.54485252e-14 1.36114230e+01 6.74436366e-09\n",
      "  1.06918808e-11]\n",
      " [1.65809855e-11 1.07843033e-10 1.51529236e-12 1.71886920e-12\n",
      "  6.54485252e-14 1.60000000e+01 6.31278388e-12 3.88071927e-13\n",
      "  6.54485252e-14]\n",
      " [3.44277011e-09 1.97733217e-11 2.28060473e-11 5.83944667e-13\n",
      "  3.26091966e-10 6.54485252e-14 6.00474986e-12 4.70588235e+00\n",
      "  2.60274402e-12]\n",
      " [1.43823781e-11 6.30066262e+00 1.31545355e-11 8.78409705e-01\n",
      "  1.63920525e-12 4.34764620e-13 6.54485252e-14 1.86649498e-13\n",
      "  6.51162676e-13]\n",
      " [9.41594263e-09 6.75526735e-12 7.27272725e+00 2.06731276e-11\n",
      "  3.26773481e-13 8.49424241e-11 1.11753574e-12 6.54485252e-14\n",
      "  7.18087323e-12]\n",
      " [2.15076057e-11 2.19602426e-01 1.03605584e-10 5.40056796e+00\n",
      "  1.14709903e-11 6.13728538e-12 7.51741085e-13 1.09615879e-11\n",
      "  6.54485252e-14]]\n",
      "251\n",
      "====================================================================================================\n",
      "Iteration number 251 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "[[5.89036727e-14 5.19364251e-12 3.14383753e-12 5.32734636e-13\n",
      "  4.36425232e+00 5.38230321e-13 5.98350761e-01 7.69767225e-12\n",
      "  5.89036727e-14]\n",
      " [2.23836291e+00 5.89036727e-14 2.37035614e-13 6.92716097e-12\n",
      "  5.66312776e-01 1.15245883e-12 1.31386141e-01 2.92003248e-11\n",
      "  5.83705236e-11]\n",
      " [4.62256112e-11 4.64349784e-13 5.89036727e-14 5.65705923e-13\n",
      "  5.89036727e-14 3.70563317e-13 5.89036727e-14 2.04077840e-11\n",
      "  6.66666667e+00]\n",
      " [4.18619333e-01 8.59240919e-12 1.69549096e-08 5.89036727e-14\n",
      "  2.81350802e-01 5.89036727e-14 1.36502807e+01 6.06992729e-09\n",
      "  9.62269268e-12]\n",
      " [1.49228869e-11 9.70587293e-11 1.36376312e-12 1.54698228e-12\n",
      "  5.89036727e-14 1.60000000e+01 5.68150549e-12 3.49264734e-13\n",
      "  5.89036727e-14]\n",
      " [3.09849310e-09 1.77959895e-11 2.05254425e-11 5.25550201e-13\n",
      "  2.93482770e-10 5.89036727e-14 5.40427487e-12 4.70588235e+00\n",
      "  2.34246961e-12]\n",
      " [1.29441403e-11 6.25392969e+00 1.18390820e-11 9.90568734e-01\n",
      "  1.47528472e-12 3.91288158e-13 5.89036727e-14 1.67984548e-13\n",
      "  5.86046408e-13]\n",
      " [8.47434837e-09 6.07974062e-12 7.27272725e+00 1.86058149e-11\n",
      "  2.94096133e-13 7.64481817e-11 1.00578216e-12 5.89036727e-14\n",
      "  6.46278590e-12]\n",
      " [1.93568451e-11 2.47642183e-01 9.32450253e-11 5.36051117e+00\n",
      "  1.03238912e-11 5.52355685e-12 6.76566976e-13 9.86542908e-12\n",
      "  5.89036727e-14]]\n",
      "252\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "====================================================================================================\n",
      "Iteration number 252 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.30133054e-14 4.67427826e-12 2.82945378e-12 4.79461172e-13\n",
      "  4.42782708e+00 4.84407289e-13 5.38515685e-01 6.92790503e-12\n",
      "  5.30133054e-14]\n",
      " [2.26452662e+00 5.30133054e-14 2.13332052e-13 6.23444487e-12\n",
      "  5.09681498e-01 1.03721294e-12 1.18247527e-01 2.62802923e-11\n",
      "  5.25334712e-11]\n",
      " [4.16030501e-11 4.17914805e-13 5.30133054e-14 5.09135331e-13\n",
      "  5.30133054e-14 3.33506985e-13 5.30133054e-14 1.83670056e-11\n",
      "  6.66666667e+00]\n",
      " [3.76757400e-01 7.73316827e-12 1.52594186e-08 5.30133054e-14\n",
      "  2.53215722e-01 5.30133054e-14 1.38852526e+01 5.46293456e-09\n",
      "  8.66042341e-12]\n",
      " [1.34305983e-11 8.73528564e-11 1.22738681e-12 1.39228405e-12\n",
      "  5.30133054e-14 1.60000000e+01 5.11335495e-12 3.14338261e-13\n",
      "  5.30133054e-14]\n",
      " [2.78864379e-09 1.60163905e-11 1.84728983e-11 4.72995181e-13\n",
      "  2.64134493e-10 5.30133054e-14 4.86384738e-12 4.70588235e+00\n",
      "  2.10822265e-12]\n",
      " [1.16497263e-11 6.29520339e+00 1.06551738e-11 8.91511861e-01\n",
      "  1.32775625e-12 3.52159342e-13 5.30133054e-14 1.51186093e-13\n",
      "  5.27441768e-13]\n",
      " [7.62691353e-09 5.47176655e-12 7.27272725e+00 1.67452334e-11\n",
      "  2.64686519e-13 6.88033635e-11 9.05203948e-13 5.30133054e-14\n",
      "  5.81650731e-12]\n",
      " [1.74211606e-11 2.22877965e-01 8.39205228e-11 5.39588862e+00\n",
      "  9.29150212e-12 4.97120116e-12 6.08910278e-13 8.87888618e-12\n",
      "  5.30133054e-14]]\n",
      "253\n",
      "====================================================================================================\n",
      "Iteration number 253 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.77119749e-14 4.20685043e-12 2.54650840e-12 4.31515055e-13\n",
      "  4.48504438e+00 4.35966560e-13 4.84664116e-01 6.23511453e-12\n",
      "  4.77119749e-14]\n",
      " [2.28807395e+00 4.77119749e-14 1.91998847e-13 5.61100039e-12\n",
      "  4.58713349e-01 9.33491650e-13 1.06422775e-01 2.36522631e-11\n",
      "  4.72801241e-11]\n",
      " [3.74427451e-11 3.76123325e-13 4.77119749e-14 4.58221798e-13\n",
      "  4.77119749e-14 3.00156287e-13 4.77119749e-14 1.65303050e-11\n",
      "  6.66666667e+00]\n",
      " [3.39081660e-01 6.95985144e-12 1.37334768e-08 4.77119749e-14\n",
      "  2.27894150e-01 4.77119749e-14 1.40967273e+01 4.91664111e-09\n",
      "  7.79438107e-12]\n",
      " [1.20875384e-11 7.86175707e-11 1.10464813e-12 1.25305565e-12\n",
      "  4.77119749e-14 1.60000000e+01 4.60201945e-12 2.82904435e-13\n",
      "  4.77119749e-14]\n",
      " [2.50977941e-09 1.44147515e-11 1.66256084e-11 4.25695663e-13\n",
      "  2.37721043e-10 4.77119749e-14 4.37746265e-12 4.70588235e+00\n",
      "  1.89740039e-12]\n",
      " [1.04847537e-11 6.33234972e+00 9.58965641e-12 8.02360675e-01\n",
      "  1.19498062e-12 3.16943408e-13 4.77119749e-14 1.36067484e-13\n",
      "  4.74697591e-13]\n",
      " [6.86422218e-09 4.92458990e-12 7.27272725e+00 1.50707100e-11\n",
      "  2.38217867e-13 6.19230272e-11 8.14683553e-13 4.77119749e-14\n",
      "  5.23485658e-12]\n",
      " [1.56790446e-11 2.00590169e-01 7.55284705e-11 5.42772833e+00\n",
      "  8.36235191e-12 4.47408104e-12 5.48019251e-13 7.99099756e-12\n",
      "  4.77119749e-14]]\n",
      "254\n",
      "====================================================================================================\n",
      "Iteration number 254 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.29407774e-14 3.78616539e-12 2.29185756e-12 3.88363549e-13\n",
      "  4.53653994e+00 3.92369904e-13 4.36197705e-01 5.61160307e-12\n",
      "  4.29407774e-14]\n",
      " [2.30926656e+00 4.29407774e-14 1.72798962e-13 5.04990035e-12\n",
      "  4.12842014e-01 8.40142485e-13 9.57804971e-02 2.12870368e-11\n",
      "  4.25521117e-11]\n",
      " [3.36984706e-11 3.38510992e-13 4.29407774e-14 4.12399618e-13\n",
      "  4.29407774e-14 2.70140658e-13 4.29407774e-14 1.48772745e-11\n",
      "  6.66666667e+00]\n",
      " [3.05173494e-01 6.26386630e-12 1.23601291e-08 4.29407774e-14\n",
      "  2.05104735e-01 4.29407774e-14 1.42870546e+01 4.42497699e-09\n",
      "  7.01494296e-12]\n",
      " [1.08787846e-11 7.07558137e-11 9.94183317e-13 1.12775008e-12\n",
      "  4.29407774e-14 1.60000000e+01 4.14181751e-12 2.54613991e-13\n",
      "  4.29407774e-14]\n",
      " [2.25880147e-09 1.29732763e-11 1.49630476e-11 3.83126096e-13\n",
      "  2.13948939e-10 4.29407774e-14 3.93971638e-12 4.70588235e+00\n",
      "  1.70766035e-12]\n",
      " [9.43627829e-12 6.36578141e+00 8.63069077e-12 7.22124607e-01\n",
      "  1.07548256e-12 2.85249067e-13 4.29407774e-14 1.22460736e-13\n",
      "  4.27227832e-13]\n",
      " [6.17779996e-09 4.43213091e-12 7.27272726e+00 1.35636390e-11\n",
      "  2.14396081e-13 5.57307244e-11 7.33215197e-13 4.29407774e-14\n",
      "  4.71137092e-12]\n",
      " [1.41111401e-11 1.80531152e-01 6.79756235e-11 5.45638407e+00\n",
      "  7.52611672e-12 4.02667294e-12 4.93217326e-13 7.19189780e-12\n",
      "  4.29407774e-14]]\n",
      "255\n",
      "====================================================================================================\n",
      "Iteration number 255 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.86466997e-14 3.40754885e-12 2.06267180e-12 3.49527195e-13\n",
      "  4.45788594e+00 3.53132913e-13 5.10224993e-01 5.05044277e-12\n",
      "  3.86466997e-14]\n",
      " [2.29708990e+00 3.86466997e-14 1.55519066e-13 4.54491031e-12\n",
      "  4.54891146e-01 7.56128236e-13 8.62024474e-02 1.91583331e-11\n",
      "  3.82969005e-11]\n",
      " [3.03286235e-11 3.04659893e-13 3.86466997e-14 3.71159656e-13\n",
      "  3.86466997e-14 2.43126592e-13 3.86466997e-14 1.33895471e-11\n",
      "  6.66666667e+00]\n",
      " [3.24656144e-01 5.63747967e-12 1.11241162e-08 3.86466997e-14\n",
      "  2.67927594e-01 3.86466997e-14 1.40583491e+01 3.98247930e-09\n",
      "  6.31344867e-12]\n",
      " [9.79090613e-12 6.36802323e-11 8.94764986e-13 1.01497507e-12\n",
      "  3.86466997e-14 1.60000000e+01 3.72763575e-12 2.29152592e-13\n",
      "  3.86466997e-14]\n",
      " [2.03292132e-09 1.16759487e-11 1.34667428e-11 3.44813487e-13\n",
      "  1.92554045e-10 3.86466997e-14 3.54574474e-12 4.70588235e+00\n",
      "  1.53689431e-12]\n",
      " [8.49265046e-12 6.31253661e+00 7.76762169e-12 8.49912146e-01\n",
      "  9.67934306e-13 2.56724161e-13 3.86466997e-14 1.10214662e-13\n",
      "  3.84505049e-13]\n",
      " [5.56001997e-09 3.98891782e-12 7.27272726e+00 1.22072751e-11\n",
      "  1.92956473e-13 5.01576520e-11 6.59893678e-13 3.86466997e-14\n",
      "  4.24023383e-12]\n",
      " [1.27000261e-11 2.12478037e-01 6.11780611e-11 5.41074566e+00\n",
      "  6.77350505e-12 3.62400565e-12 4.43895593e-13 6.47270802e-12\n",
      "  3.86466997e-14]]\n",
      "256\n",
      "====================================================================================================\n",
      "Iteration number 256 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.47820297e-14 3.06679397e-12 1.85640462e-12 3.14574475e-13\n",
      "  4.51209735e+00 3.17819622e-13 4.59202494e-01 4.54539849e-12\n",
      "  3.47820297e-14]\n",
      " [2.28613091e+00 3.47820297e-14 1.39967160e-13 4.09041928e-12\n",
      "  4.09402031e-01 6.80515413e-13 1.60915536e-01 1.72424998e-11\n",
      "  3.44672105e-11]\n",
      " [2.72957612e-11 2.74193904e-13 3.47820297e-14 3.34043691e-13\n",
      "  3.47820297e-14 2.18813933e-13 3.47820297e-14 1.20505924e-11\n",
      "  6.66666667e+00]\n",
      " [3.42190530e-01 5.07373170e-12 1.00117046e-08 3.47820297e-14\n",
      "  2.41134835e-01 3.47820297e-14 1.40525142e+01 3.58423137e-09\n",
      "  5.68210380e-12]\n",
      " [8.81181551e-12 5.73122091e-11 8.05288487e-13 9.13477567e-13\n",
      "  3.47820297e-14 1.60000000e+01 3.35487218e-12 2.06237333e-13\n",
      "  3.47820297e-14]\n",
      " [1.82962919e-09 1.05083538e-11 1.21200686e-11 3.10332138e-13\n",
      "  1.73298641e-10 3.47820297e-14 3.19117027e-12 4.70588235e+00\n",
      "  1.38320488e-12]\n",
      " [7.64338542e-12 6.26461628e+00 6.99085952e-12 9.64920932e-01\n",
      "  8.71140875e-13 2.31051745e-13 3.47820297e-14 9.91931958e-14\n",
      "  3.46054544e-13]\n",
      " [5.00401797e-09 3.59002604e-12 7.27272726e+00 1.09865476e-11\n",
      "  1.73660825e-13 4.51418868e-11 5.93904310e-13 3.47820297e-14\n",
      "  3.81621045e-12]\n",
      " [1.14300235e-11 2.41230233e-01 5.50602550e-11 5.36967110e+00\n",
      "  6.09615454e-12 3.26160508e-12 3.99506034e-13 5.82543722e-12\n",
      "  3.47820297e-14]]\n",
      "257\n",
      "====================================================================================================\n",
      "Iteration number 257 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.13038267e-14 2.76011457e-12 1.67076416e-12 2.83117028e-13\n",
      "  4.56088762e+00 2.86037660e-13 4.13282244e-01 4.09085864e-12\n",
      "  3.13038267e-14]\n",
      " [2.24501782e+00 3.13038267e-14 1.25970444e-13 3.68137735e-12\n",
      "  3.68461828e-01 6.12463872e-13 3.11490649e-01 1.55182498e-11\n",
      "  3.10204894e-11]\n",
      " [2.45661851e-11 2.46774513e-13 3.13038267e-14 3.00639322e-13\n",
      "  3.13038267e-14 1.96932540e-13 3.13038267e-14 1.08455331e-11\n",
      "  6.66666667e+00]\n",
      " [4.07971477e-01 4.56635853e-12 9.01053412e-09 3.13038267e-14\n",
      "  2.17021352e-01 3.13038267e-14 1.38472628e+01 3.22580823e-09\n",
      "  5.11389342e-12]\n",
      " [7.93063396e-12 5.15809882e-11 7.24759638e-13 8.22129811e-13\n",
      "  3.13038267e-14 1.60000000e+01 3.01938496e-12 1.85613600e-13\n",
      "  3.13038267e-14]\n",
      " [1.64666627e-09 9.45751845e-12 1.09080617e-11 2.79298924e-13\n",
      "  1.55968777e-10 3.13038267e-14 2.87205324e-12 4.70588235e+00\n",
      "  1.24488439e-12]\n",
      " [6.87904688e-12 6.13815465e+00 6.29177357e-12 1.26842884e+00\n",
      "  7.84026787e-13 2.07946570e-13 3.13038267e-14 8.92738762e-14\n",
      "  3.11449089e-13]\n",
      " [4.50361617e-09 3.23102343e-12 7.27272726e+00 9.88789286e-12\n",
      "  1.56294743e-13 4.06276981e-11 5.34513879e-13 3.13038267e-14\n",
      "  3.43458940e-12]\n",
      " [1.02870211e-11 3.17107210e-01 4.95542295e-11 5.26127541e+00\n",
      "  5.48653909e-12 2.93544457e-12 3.59555430e-13 5.24289350e-12\n",
      "  3.13038267e-14]]\n",
      "258\n",
      "====================================================================================================\n",
      "Iteration number 258 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.81734441e-14 2.48410311e-12 1.50368775e-12 2.54805325e-13\n",
      "  4.54229885e+00 2.57433894e-13 4.30777549e-01 3.68177278e-12\n",
      "  2.81734441e-14]\n",
      " [2.23926604e+00 2.81734441e-14 1.13373399e-13 3.31323962e-12\n",
      "  4.14948979e-01 5.51217484e-13 2.80341584e-01 1.39664248e-11\n",
      "  2.79184405e-11]\n",
      " [2.21095665e-11 2.22097062e-13 2.81734441e-14 2.70575389e-13\n",
      "  2.81734441e-14 1.77239286e-13 2.81734441e-14 9.76097981e-12\n",
      "  6.66666667e+00]\n",
      " [4.17174329e-01 4.10972268e-12 8.10948071e-09 2.81734441e-14\n",
      "  1.95319216e-01 2.81734441e-14 1.38625365e+01 2.90322741e-09\n",
      "  4.60250408e-12]\n",
      " [7.13757057e-12 4.64228893e-11 6.52283675e-13 7.39916830e-13\n",
      "  2.81734441e-14 1.60000000e+01 2.71744647e-12 1.67052240e-13\n",
      "  2.81734441e-14]\n",
      " [1.48199965e-09 8.51176660e-12 9.81725553e-12 2.51369032e-13\n",
      "  1.40371899e-10 2.81734441e-14 2.58484792e-12 4.70588235e+00\n",
      "  1.12039596e-12]\n",
      " [6.19114219e-12 6.19100585e+00 5.66259621e-12 1.14158595e+00\n",
      "  7.05624109e-13 1.87151913e-13 2.81734441e-14 8.03464886e-14\n",
      "  2.80304180e-13]\n",
      " [4.05325455e-09 2.90792109e-12 7.27272726e+00 8.89910357e-12\n",
      "  1.40665269e-13 3.65649283e-11 4.81062491e-13 2.81734441e-14\n",
      "  3.09113046e-12]\n",
      " [9.25831902e-12 2.85396489e-01 4.45988066e-11 5.30657644e+00\n",
      "  4.93788518e-12 2.64190012e-12 3.23599887e-13 4.71860415e-12\n",
      "  2.81734441e-14]]\n",
      "259\n",
      "====================================================================================================\n",
      "Iteration number 259 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.53560996e-14 2.23569280e-12 1.35331897e-12 2.29324792e-13\n",
      "  4.52556897e+00 2.31690505e-13 4.46523324e-01 3.31359550e-12\n",
      "  2.53560996e-14]\n",
      " [2.20283944e+00 2.53560996e-14 1.02036059e-13 2.98191566e-12\n",
      "  4.56787414e-01 4.96095736e-13 3.35640759e-01 1.25697824e-11\n",
      "  2.51265964e-11]\n",
      " [1.98986099e-11 1.99887356e-13 2.53560996e-14 2.43517850e-13\n",
      "  2.53560996e-14 1.59515357e-13 2.53560996e-14 8.78488183e-12\n",
      "  6.66666667e+00]\n",
      " [4.75456896e-01 3.69875041e-12 7.29853264e-09 2.53560996e-14\n",
      "  1.75787295e-01 2.53560996e-14 1.36762829e+01 2.61290467e-09\n",
      "  4.14225367e-12]\n",
      " [6.42381351e-12 4.17806004e-11 5.87055307e-13 6.65925147e-13\n",
      "  2.53560996e-14 1.60000000e+01 2.44570182e-12 1.50347016e-13\n",
      "  2.53560996e-14]\n",
      " [1.33379968e-09 7.66058994e-12 8.83552998e-12 2.26232129e-13\n",
      "  1.26334709e-10 2.53560996e-14 2.32636313e-12 4.70588235e+00\n",
      "  1.00835636e-12]\n",
      " [5.57202797e-12 6.15523860e+00 5.09633659e-12 1.22742736e+00\n",
      "  6.35061698e-13 1.68436722e-13 2.53560996e-14 7.23118397e-14\n",
      "  2.52273762e-13]\n",
      " [3.64792910e-09 2.61712898e-12 7.27272726e+00 8.00919322e-12\n",
      "  1.26598742e-13 3.29084355e-11 4.32956242e-13 2.53560996e-14\n",
      "  2.78201742e-12]\n",
      " [8.33248712e-12 3.06856840e-01 4.01389259e-11 5.27591880e+00\n",
      "  4.44409666e-12 2.37771010e-12 2.91239899e-13 4.24674373e-12\n",
      "  2.53560996e-14]]\n",
      "260\n",
      "====================================================================================================\n",
      "Iteration number 260 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.28204897e-14 2.01212352e-12 1.21798707e-12 2.06392313e-13\n",
      "  4.57301207e+00 2.08521454e-13 4.01870991e-01 2.98223595e-12\n",
      "  2.28204897e-14]\n",
      " [2.23255549e+00 2.28204897e-14 9.18324534e-14 2.68372409e-12\n",
      "  4.11108673e-01 4.46486162e-13 3.02076683e-01 1.13128041e-11\n",
      "  2.26139368e-11]\n",
      " [1.79087489e-11 1.79898620e-13 2.28204897e-14 2.19166065e-13\n",
      "  2.28204897e-14 1.43563821e-13 2.28204897e-14 7.90639365e-12\n",
      "  6.66666667e+00]\n",
      " [4.27911207e-01 3.32887537e-12 6.56867937e-09 2.28204897e-14\n",
      "  1.58208565e-01 2.28204897e-14 1.39086546e+01 2.35161420e-09\n",
      "  3.72802830e-12]\n",
      " [5.78143216e-12 3.76025404e-11 5.28349776e-13 5.99332632e-13\n",
      "  2.28204897e-14 1.60000000e+01 2.20113164e-12 1.35312314e-13\n",
      "  2.28204897e-14]\n",
      " [1.20041971e-09 6.89453095e-12 7.95197698e-12 2.03608916e-13\n",
      "  1.13701238e-10 2.28204897e-14 2.09372681e-12 4.70588235e+00\n",
      "  9.07520724e-13]\n",
      " [5.01482517e-12 6.20638141e+00 4.58670293e-12 1.10468462e+00\n",
      "  5.71555528e-13 1.51593050e-13 2.28204897e-14 6.50806558e-14\n",
      "  2.27046386e-13]\n",
      " [3.28313619e-09 2.35541608e-12 7.27272726e+00 7.20827389e-12\n",
      "  1.13938867e-13 2.96175919e-11 3.89660618e-13 2.28204897e-14\n",
      "  2.50381568e-12]\n",
      " [7.49923841e-12 2.76171156e-01 3.61250333e-11 5.31975549e+00\n",
      "  3.99968700e-12 2.13993909e-12 2.62115909e-13 3.82206936e-12\n",
      "  2.28204897e-14]]\n",
      "261\n",
      "====================================================================================================\n",
      "Iteration number 261 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.05384407e-14 1.81091117e-12 1.09618837e-12 1.85753082e-13\n",
      "  4.49071086e+00 1.87669309e-13 4.79330951e-01 2.68401235e-12\n",
      "  2.05384407e-14]\n",
      " [2.19679994e+00 2.05384407e-14 8.26492080e-14 2.41535168e-12\n",
      "  5.36664472e-01 4.01837546e-13 2.71869015e-01 1.01815237e-11\n",
      "  2.03525431e-11]\n",
      " [1.61178740e-11 1.61908758e-13 2.05384407e-14 1.97249459e-13\n",
      "  2.05384407e-14 1.29207439e-13 2.05384407e-14 7.11575428e-12\n",
      "  6.66666667e+00]\n",
      " [4.85120086e-01 2.99598783e-12 5.91181143e-09 2.05384407e-14\n",
      "  1.42387709e-01 2.05384407e-14 1.37177891e+01 2.11645278e-09\n",
      "  3.35522547e-12]\n",
      " [5.20328894e-12 3.38422863e-11 4.75514799e-13 5.39399369e-13\n",
      "  2.05384407e-14 1.60000000e+01 1.98101847e-12 1.21781083e-13\n",
      "  2.05384407e-14]\n",
      " [1.08037774e-09 6.20507785e-12 7.15677928e-12 1.83248024e-13\n",
      "  1.02331114e-10 2.05384407e-14 1.88435413e-12 4.70588235e+00\n",
      "  8.16768651e-13]\n",
      " [4.51334265e-12 6.25240993e+00 4.12803264e-12 9.94216161e-01\n",
      "  5.14399975e-13 1.36433745e-13 2.05384407e-14 5.85725902e-14\n",
      "  2.04341748e-13]\n",
      " [2.95482257e-09 2.11987447e-12 7.27272726e+00 6.48744651e-12\n",
      "  1.02544981e-13 2.66558327e-11 3.50694556e-13 2.05384407e-14\n",
      "  2.25343411e-12]\n",
      " [6.74931457e-12 2.48554040e-01 3.25125300e-11 5.35920851e+00\n",
      "  3.59971830e-12 1.92594518e-12 2.35904318e-13 3.43986242e-12\n",
      "  2.05384407e-14]]\n",
      "262\n",
      "====================================================================================================\n",
      "Iteration number 262 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.84845966e-14 1.62982005e-12 9.86569530e-13 1.67177774e-13\n",
      "  4.54163978e+00 1.68902378e-13 4.31397856e-01 2.41561112e-12\n",
      "  1.84845966e-14]\n",
      " [2.22711995e+00 1.84845966e-14 7.43842872e-14 2.17381651e-12\n",
      "  4.82998025e-01 3.61653792e-13 2.44682113e-01 9.16337134e-12\n",
      "  1.83172888e-11]\n",
      " [1.45060866e-11 1.45717882e-13 1.84845966e-14 1.77524513e-13\n",
      "  1.84845966e-14 1.16286695e-13 1.84845966e-14 6.40417886e-12\n",
      "  6.66666667e+00]\n",
      " [4.36608077e-01 2.69638905e-12 5.32063029e-09 1.84845966e-14\n",
      "  1.28148938e-01 1.84845966e-14 1.39460102e+01 1.90480750e-09\n",
      "  3.01970293e-12]\n",
      " [4.68296005e-12 3.04580577e-11 4.27963319e-13 4.85459432e-13\n",
      "  1.84845966e-14 1.60000000e+01 1.78291663e-12 1.09602974e-13\n",
      "  1.84845966e-14]\n",
      " [9.72339967e-10 5.58457007e-12 6.44110135e-12 1.64923222e-13\n",
      "  9.20980029e-11 1.84845966e-14 1.69591872e-12 4.70588235e+00\n",
      "  7.35091786e-13]\n",
      " [4.06200839e-12 6.29383561e+00 3.71522938e-12 8.94794545e-01\n",
      "  4.62959978e-13 1.22790370e-13 1.84845966e-14 5.27153312e-14\n",
      "  1.83907573e-13]\n",
      " [2.65934031e-09 1.90788703e-12 7.27272727e+00 5.83870185e-12\n",
      "  9.22904827e-14 2.39902495e-11 3.15625100e-13 1.84845966e-14\n",
      "  2.02809070e-12]\n",
      " [6.07438311e-12 2.23698636e-01 2.92612770e-11 5.39471623e+00\n",
      "  3.23974647e-12 1.73335067e-12 2.12313886e-13 3.09587618e-12\n",
      "  1.84845966e-14]]\n",
      "263\n",
      "====================================================================================================\n",
      "Iteration number 263 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "[[1.66361370e-14 1.46683805e-12 8.87912577e-13 1.50459996e-13\n",
      "  4.58747580e+00 1.52012140e-13 3.88258070e-01 2.17405001e-12\n",
      "  1.66361370e-14]\n",
      " [2.22315795e+00 1.66361370e-14 6.69458585e-14 1.95643486e-12\n",
      "  4.34698222e-01 3.25488412e-13 3.03547235e-01 8.24703420e-12\n",
      "  1.64855599e-11]\n",
      " [1.30554780e-11 1.31146094e-13 1.66361370e-14 1.59772062e-13\n",
      "  1.66361370e-14 1.04658026e-13 1.66361370e-14 5.76376097e-12\n",
      "  6.66666667e+00]\n",
      " [4.42947270e-01 2.42675014e-12 4.78856726e-09 1.66361370e-14\n",
      "  1.15334044e-01 1.66361370e-14 1.39514092e+01 1.71432675e-09\n",
      "  2.71773263e-12]\n",
      " [4.21466404e-12 2.74122519e-11 3.85166987e-13 4.36913489e-13\n",
      "  1.66361370e-14 1.60000000e+01 1.60462496e-12 9.86426770e-14\n",
      "  1.66361370e-14]\n",
      " [8.75105971e-10 5.02611306e-12 5.79699122e-12 1.48430900e-13\n",
      "  8.28882026e-11 1.66361370e-14 1.52632685e-12 4.70588235e+00\n",
      "  6.61582608e-13]\n",
      " [3.65580755e-12 6.24778538e+00 3.34370644e-12 1.00531509e+00\n",
      "  4.16663980e-13 1.10511333e-13 1.66361370e-14 4.74437981e-14\n",
      "  1.65516815e-13]\n",
      " [2.39340628e-09 1.71709832e-12 7.27272727e+00 5.25483167e-12\n",
      "  8.30614344e-14 2.15912245e-11 2.84062590e-13 1.66361370e-14\n",
      "  1.82528163e-12]\n",
      " [5.46694480e-12 2.51328773e-01 2.63351493e-11 5.35524461e+00\n",
      "  2.91577182e-12 1.56001560e-12 1.91082497e-13 2.78628856e-12\n",
      "  1.66361370e-14]]\n",
      "264\n",
      "====================================================================================================\n",
      "Iteration number 264 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.49725233e-14 1.32015424e-12 7.99121319e-13 1.35413997e-13\n",
      "  4.56622822e+00 1.36810926e-13 4.08255793e-01 1.95664501e-12\n",
      "  1.49725233e-14]\n",
      " [2.21959216e+00 1.49725233e-14 6.02512727e-14 1.76079138e-12\n",
      "  4.74561733e-01 2.92939571e-13 2.73192512e-01 7.42233078e-12\n",
      "  1.48370039e-11]\n",
      " [1.17499302e-11 1.18031485e-13 1.49725233e-14 1.43794855e-13\n",
      "  1.49725233e-14 9.41922232e-14 1.49725233e-14 5.18738487e-12\n",
      "  6.66666667e+00]\n",
      " [4.48652543e-01 2.18407513e-12 4.30971054e-09 1.49725233e-14\n",
      "  1.03800640e-01 1.49725233e-14 1.39562683e+01 1.54289408e-09\n",
      "  2.44595937e-12]\n",
      " [3.79319764e-12 2.46710267e-11 3.46650288e-13 3.93222140e-13\n",
      "  1.49725233e-14 1.60000000e+01 1.44416247e-12 8.87784093e-14\n",
      "  1.49725233e-14]\n",
      " [7.87595374e-10 4.52350176e-12 5.21729210e-12 1.33587810e-13\n",
      "  7.45993823e-11 1.49725233e-14 1.37369416e-12 4.70588235e+00\n",
      "  5.95424347e-13]\n",
      " [3.29022680e-12 6.28967351e+00 3.00933579e-12 9.04783581e-01\n",
      "  3.74997582e-13 9.94601999e-14 1.49725233e-14 4.26994182e-14\n",
      "  1.48965134e-13]\n",
      " [2.15406565e-09 1.54538849e-12 7.27272727e+00 4.72934850e-12\n",
      "  7.47552910e-14 1.94321021e-11 2.55656331e-13 1.49725233e-14\n",
      "  1.64275346e-12]\n",
      " [4.92025032e-12 2.26195895e-01 2.37016344e-11 5.39114872e+00\n",
      "  2.62419464e-12 1.40401404e-12 1.71974248e-13 2.50765971e-12\n",
      "  1.49725233e-14]]\n",
      "265\n",
      "====================================================================================================\n",
      "Iteration number 265 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.34752710e-14 1.18813882e-12 7.19209187e-13 1.21872597e-13\n",
      "  4.60960540e+00 1.23129833e-13 3.67430214e-01 1.76098051e-12\n",
      "  1.34752710e-14]\n",
      " [2.21638294e+00 1.34752710e-14 5.42261454e-14 1.58471224e-12\n",
      "  4.27105560e-01 2.63645614e-13 3.29206594e-01 6.68009770e-12\n",
      "  1.33533035e-11]\n",
      " [1.05749371e-11 1.06228336e-13 1.34752710e-14 1.29415370e-13\n",
      "  1.34752710e-14 8.47730009e-14 1.34752710e-14 4.66864639e-12\n",
      "  6.66666667e+00]\n",
      " [4.53787288e-01 1.96566762e-12 3.87873948e-09 1.34752710e-14\n",
      "  9.34205757e-02 1.34752710e-14 1.39606414e+01 1.38860467e-09\n",
      "  2.20136343e-12]\n",
      " [3.41387788e-12 2.22039241e-11 3.11985259e-13 3.53899926e-13\n",
      "  1.34752710e-14 1.60000000e+01 1.29974622e-12 7.99005684e-14\n",
      "  1.34752710e-14]\n",
      " [7.08835836e-10 4.07115158e-12 4.69556289e-12 1.20229029e-13\n",
      "  6.71394441e-11 1.34752710e-14 1.23632475e-12 4.70588235e+00\n",
      "  5.35881912e-13]\n",
      " [2.96120412e-12 6.24403949e+00 2.70840222e-12 1.01430522e+00\n",
      "  3.37497824e-13 8.95141799e-14 1.34752710e-14 3.84294764e-14\n",
      "  1.34068621e-13]\n",
      " [1.93865909e-09 1.39084964e-12 7.27272727e+00 4.25641365e-12\n",
      "  6.72797619e-14 1.74888919e-11 2.30090698e-13 1.34752710e-14\n",
      "  1.47847812e-12]\n",
      " [4.42822529e-12 2.53576306e-01 2.13314709e-11 5.35203385e+00\n",
      "  2.36177517e-12 1.26361264e-12 1.54776823e-13 2.25689374e-12\n",
      "  1.34752710e-14]]\n",
      "266\n",
      "====================================================================================================\n",
      "Iteration number 266 \n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.21277439e-14 1.06932494e-12 6.47288268e-13 1.09685337e-13\n",
      "  4.39864486e+00 1.10816850e-13 5.65981310e-01 1.58488245e-12\n",
      "  1.21277439e-14]\n",
      " [2.18224465e+00 1.21277439e-14 4.88035309e-14 1.42624101e-12\n",
      "  5.51061671e-01 2.37281053e-13 2.96285935e-01 6.01208793e-12\n",
      "  1.20179732e-11]\n",
      " [9.51744343e-12 9.56055026e-14 1.21277439e-14 1.16473833e-13\n",
      "  1.21277439e-14 7.62957008e-14 1.21277439e-14 4.20178175e-12\n",
      "  6.66666667e+00]\n",
      " [5.08408560e-01 1.76910085e-12 3.49086553e-09 1.21277439e-14\n",
      "  2.50745185e-01 1.21277439e-14 1.33645773e+01 1.24974420e-09\n",
      "  1.98122709e-12]\n",
      " [3.07249009e-12 1.99835317e-11 2.80786734e-13 3.18509933e-13\n",
      "  1.21277439e-14 1.60000000e+01 1.16977160e-12 7.19105115e-14\n",
      "  1.21277439e-14]\n",
      " [6.37952253e-10 3.66403642e-12 4.22600660e-12 1.08206126e-13\n",
      "  6.04254997e-11 1.21277439e-14 1.11269227e-12 4.70588235e+00\n",
      "  4.82293721e-13]\n",
      " [2.66508370e-12 6.11963554e+00 2.43756199e-12 1.31287470e+00\n",
      "  3.03748041e-13 8.05627619e-14 1.21277439e-14 3.45865288e-14\n",
      "  1.20661758e-13]\n",
      " [1.74479318e-09 1.25176468e-12 7.27272727e+00 3.83077229e-12\n",
      "  6.05517857e-14 1.57400027e-11 2.07081628e-13 1.21277439e-14\n",
      "  1.33063031e-12]\n",
      " [3.98540276e-12 3.28218675e-01 1.91983238e-11 5.24540189e+00\n",
      "  2.12559766e-12 1.13725137e-12 1.39299141e-13 2.03120436e-12\n",
      "  1.21277439e-14]]\n",
      "267\n",
      "====================================================================================================\n",
      "Iteration number 267 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.09149695e-14 9.62392442e-13 5.82559441e-13 9.87168035e-14\n",
      "  4.45878037e+00 9.97351651e-14 5.09383179e-01 1.42639421e-12\n",
      "  1.09149695e-14]\n",
      " [2.21402018e+00 1.09149695e-14 4.39231778e-14 1.28361691e-12\n",
      "  4.95955504e-01 2.13552947e-13 2.66657341e-01 5.41087914e-12\n",
      "  1.08161759e-11]\n",
      " [8.56569908e-12 8.60449524e-14 1.09149695e-14 1.04826450e-13\n",
      "  1.09149695e-14 6.86661307e-14 1.09149695e-14 3.78160357e-12\n",
      "  6.66666667e+00]\n",
      " [4.57567704e-01 1.59219077e-12 3.14177898e-09 1.09149695e-14\n",
      "  2.25670666e-01 1.09149695e-14 1.36281196e+01 1.12476978e-09\n",
      "  1.78310438e-12]\n",
      " [2.76524108e-12 1.79851785e-11 2.52708060e-13 2.86658940e-13\n",
      "  1.09149695e-14 1.60000000e+01 1.05279444e-12 6.47194604e-14\n",
      "  1.09149695e-14]\n",
      " [5.74157027e-10 3.29763278e-12 3.80340594e-12 9.73855132e-14\n",
      "  5.43829497e-11 1.09149695e-14 1.00142304e-12 4.70588235e+00\n",
      "  4.34064349e-13]\n",
      " [2.39857533e-12 6.17433865e+00 2.19380579e-12 1.18158723e+00\n",
      "  2.73373237e-13 7.25064857e-14 1.09149695e-14 3.11278759e-14\n",
      "  1.08595583e-13]\n",
      " [1.57031386e-09 1.12658821e-12 7.27272727e+00 3.44769506e-12\n",
      "  5.44966071e-14 1.41660024e-11 1.86373466e-13 1.09149695e-14\n",
      "  1.19756728e-12]\n",
      " [3.58686248e-12 2.95396808e-01 1.72784914e-11 5.29229027e+00\n",
      "  1.91303789e-12 1.02352623e-12 1.25369227e-13 1.82808393e-12\n",
      "  1.09149695e-14]]\n",
      "268\n",
      "====================================================================================================\n",
      "Iteration number 268 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[9.82347253e-15 8.66153198e-13 5.24303497e-13 8.88451232e-14\n",
      "  4.45040234e+00 8.97616486e-14 5.17268390e-01 1.28375479e-12\n",
      "  9.82347253e-15]\n",
      " [2.18011816e+00 9.82347253e-15 3.95308600e-14 1.15525522e-12\n",
      "  5.29693287e-01 1.92197653e-13 3.23324940e-01 4.86979123e-12\n",
      "  9.73455827e-12]\n",
      " [7.70912917e-12 7.74404571e-14 9.82347253e-15 9.43438047e-14\n",
      "  9.82347253e-15 6.17995176e-14 9.82347253e-15 3.40344322e-12\n",
      "  6.66666667e+00]\n",
      " [5.11810933e-01 1.43297169e-12 2.82760108e-09 9.82347253e-15\n",
      "  2.03103600e-01 9.82347253e-15 1.34653076e+01 1.01229280e-09\n",
      "  1.60479394e-12]\n",
      " [2.48871697e-12 1.61866606e-11 2.27437254e-13 2.57993046e-13\n",
      "  9.82347253e-15 1.60000000e+01 9.47514995e-13 5.82475143e-14\n",
      "  9.82347253e-15]\n",
      " [5.16741325e-10 2.96786950e-12 3.42306534e-12 8.76469619e-14\n",
      "  4.89446548e-11 9.82347253e-15 9.01280740e-13 4.70588235e+00\n",
      "  3.90657914e-13]\n",
      " [2.15871780e-12 6.14023812e+00 1.97442522e-12 1.26342851e+00\n",
      "  2.46035914e-13 6.52558371e-14 9.82347253e-15 2.80150883e-14\n",
      "  9.77360244e-14]\n",
      " [1.41328248e-09 1.01392939e-12 7.27272727e+00 3.10292555e-12\n",
      "  4.90469464e-14 1.27494022e-11 1.67736119e-13 9.82347253e-15\n",
      "  1.07781055e-12]\n",
      " [3.22817624e-12 3.15857127e-01 1.55506423e-11 5.26306125e+00\n",
      "  1.72173410e-12 9.21173611e-13 1.12832304e-13 1.64527553e-12\n",
      "  9.82347253e-15]]\n",
      "269\n",
      "====================================================================================================\n",
      "Iteration number 269 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[8.84112527e-15 7.79537878e-13 4.71873148e-13 7.99606109e-14\n",
      "  4.50536210e+00 8.07854837e-14 4.65541551e-01 1.15537931e-12\n",
      "  8.84112527e-15]\n",
      " [2.21210635e+00 8.84112527e-15 3.55777740e-14 1.03972970e-12\n",
      "  4.76723958e-01 1.72977887e-13 2.90992446e-01 4.38281210e-12\n",
      "  8.76110245e-12]\n",
      " [6.93821626e-12 6.96964114e-14 8.84112527e-15 8.49094242e-14\n",
      "  8.84112527e-15 5.56195659e-14 8.84112527e-15 3.06309889e-12\n",
      "  6.66666667e+00]\n",
      " [4.60629840e-01 1.28967452e-12 2.54484097e-09 8.84112527e-15\n",
      "  1.82793240e-01 8.84112527e-15 1.37187769e+01 9.11063523e-10\n",
      "  1.44431455e-12]\n",
      " [2.23984527e-12 1.45679946e-11 2.04693529e-13 2.32193741e-13\n",
      "  8.84112527e-15 1.60000000e+01 8.52763495e-13 5.24227629e-14\n",
      "  8.84112527e-15]\n",
      " [4.65067192e-10 2.67108255e-12 3.08075881e-12 7.88822657e-14\n",
      "  4.40501893e-11 8.84112527e-15 8.11152666e-13 4.70588235e+00\n",
      "  3.51592123e-13]\n",
      " [1.94284602e-12 6.19288098e+00 1.77698269e-12 1.13708566e+00\n",
      "  2.21432322e-13 5.87302534e-14 8.84112527e-15 2.52135795e-14\n",
      "  8.79624219e-14]\n",
      " [1.27195423e-09 9.12536450e-13 7.27272727e+00 2.79263300e-12\n",
      "  4.41422518e-14 1.14744619e-11 1.50962507e-13 8.84112527e-15\n",
      "  9.70029493e-13]\n",
      " [2.90535861e-12 2.84271414e-01 1.39955781e-11 5.30818369e+00\n",
      "  1.54956069e-12 8.29056250e-13 1.01549074e-13 1.48074798e-12\n",
      "  8.84112527e-15]]\n",
      "270\n",
      "====================================================================================================\n",
      "Iteration number 270 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.95701275e-15 7.01584090e-13 4.24685833e-13 7.19645498e-14\n",
      "  4.55482589e+00 7.27069353e-14 4.18987396e-01 1.03984138e-12\n",
      "  7.95701275e-15]\n",
      " [2.24089571e+00 7.95701275e-15 3.20199966e-14 9.35756729e-13\n",
      "  4.29051562e-01 1.55680099e-13 2.61893202e-01 3.94453089e-12\n",
      "  7.88499220e-12]\n",
      " [6.24439463e-12 6.27267703e-14 7.95701275e-15 7.64184818e-14\n",
      "  7.95701275e-15 5.00576093e-14 7.95701275e-15 2.75678900e-12\n",
      "  6.66666667e+00]\n",
      " [4.14566856e-01 1.16070707e-12 2.29035688e-09 7.95701275e-15\n",
      "  1.64513916e-01 7.95701275e-15 1.39468992e+01 8.19957171e-10\n",
      "  1.29988309e-12]\n",
      " [2.01586075e-12 1.31111951e-11 1.84224176e-13 2.08974367e-13\n",
      "  7.95701275e-15 1.60000000e+01 7.67487146e-13 4.71804866e-14\n",
      "  7.95701275e-15]\n",
      " [4.18560473e-10 2.40397430e-12 2.77268293e-12 7.09940391e-14\n",
      "  3.96451704e-11 7.95701275e-15 7.30037399e-13 4.70588235e+00\n",
      "  3.16432910e-13]\n",
      " [1.74856142e-12 6.24025955e+00 1.59928442e-12 1.02337709e+00\n",
      "  1.99289090e-13 5.28572281e-14 7.95701275e-15 2.26922215e-14\n",
      "  7.91661797e-14]\n",
      " [1.14475881e-09 8.21282805e-13 7.27272727e+00 2.51336970e-12\n",
      "  3.97280266e-14 1.03270158e-11 1.35866256e-13 7.95701275e-15\n",
      "  8.73026544e-13]\n",
      " [2.61482275e-12 2.55844273e-01 1.25960203e-11 5.34879390e+00\n",
      "  1.39460462e-12 7.46150625e-13 9.13941662e-14 1.33267318e-12\n",
      "  7.95701275e-15]]\n",
      "271\n",
      "====================================================================================================\n",
      "Iteration number 271 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.16131147e-15 6.31425681e-13 3.82217250e-13 6.47680948e-14\n",
      "  4.59934330e+00 6.54362418e-14 3.77088657e-01 9.35857241e-13\n",
      "  7.16131147e-15]\n",
      " [2.26680614e+00 7.16131147e-15 2.88179969e-14 8.42181056e-13\n",
      "  3.86146406e-01 1.40112089e-13 2.35703882e-01 3.55007780e-12\n",
      "  7.09649298e-12]\n",
      " [5.61995517e-12 5.64540933e-14 7.16131147e-15 6.87766336e-14\n",
      "  7.16131147e-15 4.50518484e-14 7.16131147e-15 2.48111010e-12\n",
      "  6.66666667e+00]\n",
      " [3.73110170e-01 1.04463636e-12 2.06132119e-09 7.16131147e-15\n",
      "  1.48062524e-01 7.16131147e-15 1.41522093e+01 7.37961454e-10\n",
      "  1.16989478e-12]\n",
      " [1.81427467e-12 1.18000756e-11 1.65801758e-13 1.88076930e-13\n",
      "  7.16131147e-15 1.60000000e+01 6.90738431e-13 4.24624380e-14\n",
      "  7.16131147e-15]\n",
      " [3.76704426e-10 2.16357687e-12 2.49541464e-12 6.38946352e-14\n",
      "  3.56806533e-11 7.16131147e-15 6.57033659e-13 4.70588235e+00\n",
      "  2.84789619e-13]\n",
      " [1.57370528e-12 6.28290026e+00 1.43935598e-12 9.21039382e-01\n",
      "  1.79360181e-13 4.75715053e-14 7.16131147e-15 2.04229994e-14\n",
      "  7.12495618e-14]\n",
      " [1.03028292e-09 7.39154525e-13 7.27272727e+00 2.26203273e-12\n",
      "  3.57552239e-14 9.29431418e-12 1.22279631e-13 7.16131147e-15\n",
      "  7.85723890e-13]\n",
      " [2.35334048e-12 2.30259846e-01 1.13364182e-11 5.38534308e+00\n",
      "  1.25514416e-12 6.71535563e-13 8.22547496e-14 1.19940586e-12\n",
      "  7.16131147e-15]]\n",
      "272\n",
      "====================================================================================================\n",
      "Iteration number 272 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.44518032e-15 5.68283113e-13 3.43995525e-13 5.82912853e-14\n",
      "  4.57690897e+00 5.88926176e-14 3.98203320e-01 8.42271517e-13\n",
      "  6.44518032e-15]\n",
      " [2.25887553e+00 6.44518032e-15 2.59361972e-14 7.57962951e-13\n",
      "  3.47531765e-01 1.26100880e-13 2.95466827e-01 3.19507002e-12\n",
      "  6.38684368e-12]\n",
      " [5.05795965e-12 5.08086839e-14 6.44518032e-15 6.18989703e-14\n",
      "  6.44518032e-15 4.05466635e-14 6.44518032e-15 2.23299909e-12\n",
      "  6.66666667e+00]\n",
      " [3.85799153e-01 9.40172727e-13 1.85518907e-09 6.44518032e-15\n",
      "  2.16589605e-01 6.44518032e-15 1.39369883e+01 6.64165308e-10\n",
      "  1.05290531e-12]\n",
      " [1.63284720e-12 1.06200680e-11 1.49221582e-13 1.69269237e-13\n",
      "  6.44518032e-15 1.60000000e+01 6.21664588e-13 3.82161942e-14\n",
      "  6.44518032e-15]\n",
      " [3.39033983e-10 1.94721918e-12 2.24587317e-12 5.75051717e-14\n",
      "  3.21125880e-11 6.44518032e-15 5.91330293e-13 4.70588235e+00\n",
      "  2.56310657e-13]\n",
      " [1.41633475e-12 6.15461023e+00 1.29542038e-12 1.22893544e+00\n",
      "  1.61424163e-13 4.28143547e-14 6.44518032e-15 1.83806994e-14\n",
      "  6.41246056e-14]\n",
      " [9.27254632e-10 6.65239072e-13 7.27272727e+00 2.03582945e-12\n",
      "  3.21797015e-14 8.36488276e-12 1.10051668e-13 6.44518032e-15\n",
      "  7.07151501e-13]\n",
      " [2.11800643e-12 3.07233861e-01 1.02027764e-11 5.27538020e+00\n",
      "  1.12962974e-12 6.04382006e-13 7.40292746e-14 1.07946528e-12\n",
      "  6.44518032e-15]]\n",
      "273\n",
      "====================================================================================================\n",
      "Iteration number 273 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.80066229e-15 5.11454802e-13 3.09595972e-13 5.24621568e-14\n",
      "  4.61921807e+00 5.30033559e-14 3.58382988e-01 7.58044365e-13\n",
      "  5.80066229e-15]\n",
      " [2.28298798e+00 5.80066229e-15 2.33425775e-14 6.82166656e-13\n",
      "  3.12778589e-01 1.13490792e-13 2.65920144e-01 2.87556302e-12\n",
      "  5.74815932e-12]\n",
      " [4.55216369e-12 4.57278155e-14 5.80066229e-15 5.57090732e-14\n",
      "  5.80066229e-15 3.64919972e-14 5.80066229e-15 2.00969918e-12\n",
      "  6.66666667e+00]\n",
      " [3.47219238e-01 8.46155455e-13 1.66967016e-09 5.80066229e-15\n",
      "  1.94930645e-01 5.80066229e-15 1.41432895e+01 5.97748777e-10\n",
      "  9.47614775e-13]\n",
      " [1.46956248e-12 9.55806124e-12 1.34299424e-13 1.52342314e-13\n",
      "  5.80066229e-15 1.60000000e+01 5.59498129e-13 3.43945747e-14\n",
      "  5.80066229e-15]\n",
      " [3.05130585e-10 1.75249726e-12 2.02128586e-12 5.17546545e-14\n",
      "  2.89013292e-11 5.80066229e-15 5.32197264e-13 4.70588235e+00\n",
      "  2.30679592e-13]\n",
      " [1.27470127e-12 6.20581588e+00 1.16587835e-12 1.10604190e+00\n",
      "  1.45281747e-13 3.85329193e-14 5.80066229e-15 1.65426295e-14\n",
      "  5.77121450e-14]\n",
      " [8.34529169e-10 5.98715165e-13 7.27272727e+00 1.83224651e-12\n",
      "  2.89617314e-14 7.52839448e-12 9.90465009e-14 5.80066229e-15\n",
      "  6.36436351e-13]\n",
      " [1.90620579e-12 2.76510475e-01 9.18249877e-12 5.31927075e+00\n",
      "  1.01666677e-12 5.43943806e-13 6.66263471e-14 9.71518750e-13\n",
      "  5.80066229e-15]]\n",
      "274\n",
      "====================================================================================================\n",
      "Iteration number 274 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "[[5.22059606e-15 4.60309322e-13 2.78636375e-13 4.72159411e-14\n",
      "  4.59479627e+00 4.77030203e-14 3.81368219e-01 6.82239929e-13\n",
      "  5.22059606e-15]\n",
      " [2.24218918e+00 5.22059606e-15 2.10083198e-14 6.13949990e-13\n",
      "  3.64834063e-01 1.02141713e-13 3.22661463e-01 2.58800672e-12\n",
      "  5.17334338e-12]\n",
      " [4.09694732e-12 4.11550340e-14 5.22059606e-15 5.01381659e-14\n",
      "  5.22059606e-15 3.28427975e-14 5.22059606e-15 1.80872927e-12\n",
      "  6.66666667e+00]\n",
      " [4.12497314e-01 7.61539909e-13 1.50270315e-09 5.22059606e-15\n",
      "  1.75437580e-01 5.22059606e-15 1.39289605e+01 5.37973900e-10\n",
      "  8.52853298e-13]\n",
      " [1.32260624e-12 8.60225512e-12 1.20869482e-13 1.37108082e-13\n",
      "  5.22059606e-15 1.60000000e+01 5.03548316e-13 3.09551173e-14\n",
      "  5.22059606e-15]\n",
      " [2.74617526e-10 1.57724754e-12 1.81915727e-12 4.65791891e-14\n",
      "  2.60111963e-11 5.22059606e-15 4.78977538e-13 4.70588235e+00\n",
      "  2.07611632e-13]\n",
      " [1.14723115e-12 6.16856762e+00 1.04929051e-12 1.19543771e+00\n",
      "  1.30753572e-13 3.46796273e-14 5.22059606e-15 1.48883665e-14\n",
      "  5.19409305e-14]\n",
      " [7.51076252e-10 5.38843649e-13 7.27272727e+00 1.64902186e-12\n",
      "  2.60655582e-14 6.77555504e-12 8.91418508e-14 5.22059606e-15\n",
      "  5.72792716e-13]\n",
      " [1.71558521e-12 2.98859427e-01 8.26424890e-12 5.28734368e+00\n",
      "  9.15000093e-13 4.89549425e-13 5.99637124e-14 8.74366875e-13\n",
      "  5.22059606e-15]]\n",
      "275\n",
      "====================================================================================================\n",
      "Iteration number 275 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.69853646e-15 4.14278390e-13 2.50772737e-13 4.24943470e-14\n",
      "  4.63531664e+00 4.29327182e-14 3.43231397e-01 6.14015936e-13\n",
      "  4.69853646e-15]\n",
      " [2.26797026e+00 4.69853646e-15 1.89074878e-14 5.52554991e-13\n",
      "  3.28350657e-01 9.19275414e-14 2.90395317e-01 2.32920605e-12\n",
      "  4.65600905e-12]\n",
      " [3.68725259e-12 3.70395306e-14 4.69853646e-15 4.51243493e-14\n",
      "  4.69853646e-15 2.95585177e-14 4.69853646e-15 1.62785634e-12\n",
      "  6.66666667e+00]\n",
      " [3.71247583e-01 6.85385918e-13 1.35243283e-09 4.69853646e-15\n",
      "  1.57893822e-01 4.69853646e-15 1.41360645e+01 4.84176510e-10\n",
      "  7.67567968e-13]\n",
      " [1.19034561e-12 7.74202961e-12 1.08782534e-13 1.23397274e-13\n",
      "  4.69853646e-15 1.60000000e+01 4.53193485e-13 2.78596055e-14\n",
      "  4.69853646e-15]\n",
      " [2.47155774e-10 1.41952278e-12 1.63724154e-12 4.19212702e-14\n",
      "  2.34100766e-11 4.69853646e-15 4.31079784e-13 4.70588235e+00\n",
      "  1.86850469e-13]\n",
      " [1.03250803e-12 6.21837753e+00 9.44361460e-13 1.07589394e+00\n",
      "  1.17678215e-13 3.12116646e-14 4.69853646e-15 1.33995299e-14\n",
      "  4.67468375e-14]\n",
      " [6.75968627e-10 4.84959284e-13 7.27272727e+00 1.48411967e-12\n",
      "  2.34590024e-14 6.09799953e-12 8.02276657e-14 4.69853646e-15\n",
      "  5.15513444e-13]\n",
      " [1.54402669e-12 2.68973485e-01 7.43782401e-12 5.33003788e+00\n",
      "  8.23500084e-13 4.40594483e-13 5.39673412e-14 7.86930187e-13\n",
      "  4.69853646e-15]]\n",
      "276\n",
      "====================================================================================================\n",
      "Iteration number 276 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.22868281e-15 3.72850551e-13 2.25695464e-13 3.82449123e-14\n",
      "  4.60928498e+00 3.86394464e-14 3.67731787e-01 5.52614342e-13\n",
      "  4.22868281e-15]\n",
      " [2.25992323e+00 4.22868281e-15 1.70167390e-14 4.97299492e-13\n",
      "  3.78848925e-01 8.27347873e-14 2.61355785e-01 2.09628544e-12\n",
      "  4.19040814e-12]\n",
      " [3.31852733e-12 3.33355775e-14 4.22868281e-15 4.06119144e-14\n",
      "  4.22868281e-15 2.66026659e-14 4.22868281e-15 1.46507071e-12\n",
      "  6.66666667e+00]\n",
      " [3.84122824e-01 6.16847326e-13 1.21718955e-09 4.22868281e-15\n",
      "  1.42104440e-01 4.22868281e-15 1.41224580e+01 4.35758859e-10\n",
      "  6.90811171e-13]\n",
      " [1.07131105e-12 6.96782665e-12 9.79042802e-14 1.11057547e-13\n",
      "  4.22868281e-15 1.60000000e+01 4.07874136e-13 2.50736450e-14\n",
      "  4.22868281e-15]\n",
      " [2.22440196e-10 1.27757050e-12 1.47351739e-12 3.77291432e-14\n",
      "  2.10690690e-11 4.22868281e-15 3.87971805e-13 4.70588235e+00\n",
      "  1.68165422e-13]\n",
      " [9.29257229e-13 6.26320644e+00 8.49925314e-13 9.68304545e-01\n",
      "  1.05910393e-13 2.80904981e-14 4.22868281e-15 1.20595769e-14\n",
      "  4.20721537e-14]\n",
      " [6.08371764e-10 4.36463355e-13 7.27272727e+00 1.33570771e-12\n",
      "  2.11131022e-14 5.48819958e-12 7.22048992e-14 4.22868281e-15\n",
      "  4.63962100e-13]\n",
      " [1.38962402e-12 2.42076136e-01 6.69404161e-12 5.36846266e+00\n",
      "  7.41150075e-13 3.96535034e-13 4.85706071e-14 7.08237169e-13\n",
      "  4.22868281e-15]]\n",
      "277\n",
      "====================================================================================================\n",
      "Iteration number 277 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.80581453e-15 3.35565496e-13 2.03125917e-13 3.44204211e-14\n",
      "  4.58585648e+00 3.47755018e-14 3.89782137e-01 4.97352908e-13\n",
      "  3.80581453e-15]\n",
      " [2.25268091e+00 3.80581453e-15 1.53150651e-14 4.47569543e-13\n",
      "  4.24297365e-01 7.44613086e-14 2.35220206e-01 1.88665690e-12\n",
      "  3.77136733e-12]\n",
      " [2.98667459e-12 3.00020198e-14 3.80581453e-15 3.65507229e-14\n",
      "  3.80581453e-15 2.39423993e-14 3.80581453e-15 1.31856363e-12\n",
      "  6.66666667e+00]\n",
      " [3.95710542e-01 5.55162594e-13 1.09547059e-09 3.80581453e-15\n",
      "  1.27893996e-01 3.80581453e-15 1.41102122e+01 3.92182973e-10\n",
      "  6.21730054e-13]\n",
      " [9.64179946e-13 6.27104398e-12 8.81138522e-14 9.99517920e-14\n",
      "  3.80581453e-15 1.60000000e+01 3.67086723e-13 2.25662805e-14\n",
      "  3.80581453e-15]\n",
      " [2.00196177e-10 1.14981345e-12 1.32616565e-12 3.39562288e-14\n",
      "  1.89621621e-11 3.80581453e-15 3.49174625e-13 4.70588235e+00\n",
      "  1.51348880e-13]\n",
      " [8.36331506e-13 6.30355246e+00 7.64932782e-13 8.71474090e-01\n",
      "  9.53193539e-14 2.52814483e-14 3.80581453e-15 1.08536192e-14\n",
      "  3.78649384e-14]\n",
      " [5.47534588e-10 3.92817020e-13 7.27272727e+00 1.20213693e-12\n",
      "  1.90017920e-14 4.93937962e-12 6.49844092e-14 3.80581453e-15\n",
      "  4.17565890e-13]\n",
      " [1.25066162e-12 2.17868523e-01 6.02463744e-12 5.40304497e+00\n",
      "  6.67035068e-13 3.56881531e-13 4.37135464e-14 6.37413452e-13\n",
      "  3.80581453e-15]]\n",
      "278\n",
      "====================================================================================================\n",
      "Iteration number 278 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.42523308e-15 3.02008946e-13 1.82813326e-13 3.09783790e-14\n",
      "  4.62727083e+00 3.12979516e-14 3.50803924e-01 4.47617617e-13\n",
      "  3.42523308e-15]\n",
      " [2.27741282e+00 3.42523308e-15 1.37835586e-14 4.02812589e-13\n",
      "  3.81867629e-01 6.70151777e-14 2.11698186e-01 1.69799121e-12\n",
      "  3.39423059e-12]\n",
      " [2.68800714e-12 2.70018178e-14 3.42523308e-15 3.28956507e-14\n",
      "  3.42523308e-15 2.15481594e-14 3.42523308e-15 1.18670727e-12\n",
      "  6.66666667e+00]\n",
      " [3.56139488e-01 4.99646334e-13 9.85923535e-10 3.42523308e-15\n",
      "  1.15104596e-01 3.42523308e-15 1.42991910e+01 3.52964676e-10\n",
      "  5.59557049e-13]\n",
      " [8.67761951e-13 5.64393958e-12 7.93024670e-14 8.99566128e-14\n",
      "  3.42523308e-15 1.60000000e+01 3.30378050e-13 2.03096524e-14\n",
      "  3.42523308e-15]\n",
      " [1.80176559e-10 1.03483211e-12 1.19354908e-12 3.05606060e-14\n",
      "  1.70659459e-11 3.42523308e-15 3.14257162e-13 4.70588235e+00\n",
      "  1.36213992e-13]\n",
      " [7.52698355e-13 6.33986388e+00 6.88439504e-13 7.84326681e-01\n",
      "  8.57874185e-14 2.27533035e-14 3.42523308e-15 9.76825729e-15\n",
      "  3.40784445e-14]\n",
      " [4.92781129e-10 3.53535318e-13 7.27272727e+00 1.08192324e-12\n",
      "  1.71016128e-14 4.44544166e-12 5.84859683e-14 3.42523308e-15\n",
      "  3.75809301e-13]\n",
      " [1.12559545e-12 1.96081670e-01 5.42217370e-12 5.43416904e+00\n",
      "  6.00331561e-13 3.21193378e-13 3.93421917e-14 5.73672107e-13\n",
      "  3.42523308e-15]]\n",
      "279\n",
      "====================================================================================================\n",
      "Iteration number 279 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.08270977e-15 2.71808051e-13 1.64531993e-13 2.78805411e-14\n",
      "  4.66454375e+00 2.81681564e-14 3.15723531e-01 4.02855855e-13\n",
      "  3.08270977e-15]\n",
      " [2.26842154e+00 3.08270977e-15 1.24052027e-14 3.62531330e-13\n",
      "  3.43680866e-01 6.03136599e-14 2.73861701e-01 1.52819209e-12\n",
      "  3.05480753e-12]\n",
      " [2.41920642e-12 2.43016360e-14 3.08270977e-15 2.96060856e-14\n",
      "  3.08270977e-15 1.93933435e-14 3.08270977e-15 1.06803654e-12\n",
      "  6.66666667e+00]\n",
      " [3.70525539e-01 4.49681701e-13 8.87331181e-10 3.08270977e-15\n",
      "  1.03594137e-01 3.08270977e-15 1.42692719e+01 3.17668208e-10\n",
      "  5.03601344e-13]\n",
      " [7.80985756e-13 5.07954562e-12 7.13722203e-14 8.09609515e-14\n",
      "  3.08270977e-15 1.60000000e+01 2.97340245e-13 1.82786872e-14\n",
      "  3.08270977e-15]\n",
      " [1.62158903e-10 9.31348898e-13 1.07419418e-12 2.75045454e-14\n",
      "  1.53593513e-11 3.08270977e-15 2.82831446e-13 4.70588235e+00\n",
      "  1.22592593e-13]\n",
      " [6.77428520e-13 6.28921083e+00 6.19595554e-13 9.05894013e-01\n",
      "  7.72086767e-14 2.04779731e-14 3.08270977e-15 8.79143156e-15\n",
      "  3.06706001e-14]\n",
      " [4.43503016e-10 3.18181786e-13 7.27272727e+00 9.73730917e-13\n",
      "  1.53914515e-14 4.00089749e-12 5.26373715e-14 3.08270977e-15\n",
      "  3.38228371e-13]\n",
      " [1.01303591e-12 2.26473503e-01 4.87995633e-12 5.39075214e+00\n",
      "  5.40298405e-13 2.89074040e-13 3.54079726e-14 5.16304896e-13\n",
      "  3.08270977e-15]]\n",
      "280\n",
      "====================================================================================================\n",
      "Iteration number 280 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "131 [1, 7, 4, 5, 6, 8, 3, 9, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.77443879e-15 2.44627246e-13 1.48078794e-13 2.50924870e-14\n",
      "  4.63558937e+00 2.53513408e-14 3.42974708e-01 3.62570270e-13\n",
      "  2.77443879e-15]\n",
      " [2.29157938e+00 2.77443879e-15 1.11646825e-14 3.26278197e-13\n",
      "  3.09312779e-01 5.42822939e-14 2.46475531e-01 1.37537288e-12\n",
      "  2.74932678e-12]\n",
      " [2.17728578e-12 2.18714724e-14 2.77443879e-15 2.66454770e-14\n",
      "  2.77443879e-15 1.74540091e-14 2.77443879e-15 9.61232890e-13\n",
      "  6.66666667e+00]\n",
      " [3.33472985e-01 4.04713531e-13 7.98598063e-10 2.77443879e-15\n",
      "  1.76568056e-01 2.77443879e-15 1.42423447e+01 2.85901387e-10\n",
      "  4.53241209e-13]\n",
      " [7.02887181e-13 4.57159106e-12 6.42349983e-14 7.28648564e-14\n",
      "  2.77443879e-15 1.60000000e+01 2.67606221e-13 1.64508185e-14\n",
      "  2.77443879e-15]\n",
      " [1.45943013e-10 8.38214008e-13 9.66774759e-13 2.47540908e-14\n",
      "  1.38234162e-11 2.77443879e-15 2.54548302e-13 4.70588235e+00\n",
      "  1.10333334e-13]\n",
      " [6.09685668e-13 6.24362308e+00 5.57635998e-13 1.01530461e+00\n",
      "  6.94878090e-14 1.84301758e-14 2.77443879e-15 7.91228841e-15\n",
      "  2.76035401e-14]\n",
      " [3.99152714e-10 2.86363607e-13 7.27272727e+00 8.76357825e-13\n",
      "  1.38523063e-14 3.60080774e-12 4.73736343e-14 2.77443879e-15\n",
      "  3.04405534e-13]\n",
      " [9.11732318e-13 2.53826153e-01 4.39196070e-12 5.35167692e+00\n",
      "  4.86268564e-13 2.60166636e-13 3.18671753e-14 4.64674406e-13\n",
      "  2.77443879e-15]]\n",
      "281\n",
      "====================================================================================================\n",
      "Iteration number 281 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.49699491e-15 2.20164522e-13 1.33270914e-13 2.25832383e-14\n",
      "  4.67203044e+00 2.28162067e-14 3.08677237e-01 3.26313243e-13\n",
      "  2.49699491e-15]\n",
      " [2.28117145e+00 2.49699491e-15 1.00482142e-14 2.93650377e-13\n",
      "  2.78381501e-01 4.88540645e-14 3.05161311e-01 1.23783559e-12\n",
      "  2.47439410e-12]\n",
      " [1.95955720e-12 1.96843252e-14 2.49699491e-15 2.39809293e-14\n",
      "  2.49699491e-15 1.57086082e-14 2.49699491e-15 8.65109601e-13\n",
      "  6.66666667e+00]\n",
      " [3.50125687e-01 3.64242178e-13 7.18738257e-10 2.49699491e-15\n",
      "  1.58911251e-01 2.49699491e-15 1.42181102e+01 2.57311248e-10\n",
      "  4.07917088e-13]\n",
      " [6.32598463e-13 4.11443196e-12 5.78114984e-14 6.55783707e-14\n",
      "  2.49699491e-15 1.60000000e+01 2.40845599e-13 1.48057366e-14\n",
      "  2.49699491e-15]\n",
      " [1.31348711e-10 7.54392607e-13 8.70097283e-13 2.22786817e-14\n",
      "  1.24410745e-11 2.49699491e-15 2.29093471e-13 4.70588235e+00\n",
      "  9.93000002e-14]\n",
      " [5.48717101e-13 6.20259410e+00 5.01872398e-13 1.11377415e+00\n",
      "  6.25390281e-14 1.65871583e-14 2.49699491e-15 7.12105957e-15\n",
      "  2.48431861e-14]\n",
      " [3.59237443e-10 2.57727247e-13 7.27272727e+00 7.88722043e-13\n",
      "  1.24670757e-14 3.24072697e-12 4.26362709e-14 2.49699491e-15\n",
      "  2.73964980e-13]\n",
      " [8.20559086e-13 2.78443538e-01 3.95276463e-12 5.31650923e+00\n",
      "  4.37641708e-13 2.34149972e-13 2.86804578e-14 4.18206966e-13\n",
      "  2.49699491e-15]]\n",
      "282\n",
      "====================================================================================================\n",
      "Iteration number 282 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.24729542e-15 1.98148069e-13 1.19943823e-13 2.03249144e-14\n",
      "  4.70482739e+00 2.05345860e-14 2.77809513e-01 2.93681919e-13\n",
      "  2.24729542e-15]\n",
      " [2.30305430e+00 2.24729542e-15 9.04339280e-15 2.64285339e-13\n",
      "  2.50543351e-01 4.39686581e-14 2.74645180e-01 1.11405203e-12\n",
      "  2.22695469e-12]\n",
      " [1.76360148e-12 1.77158927e-14 2.24729542e-15 2.15828364e-14\n",
      "  2.24729542e-15 1.41377474e-14 2.24729542e-15 7.78598641e-13\n",
      "  6.66666667e+00]\n",
      " [3.15113118e-01 3.27817960e-13 6.46864431e-10 2.24729542e-15\n",
      "  1.43020126e-01 2.24729542e-15 1.43962992e+01 2.31580124e-10\n",
      "  3.67125380e-13]\n",
      " [5.69338616e-13 3.70298876e-12 5.20303486e-14 5.90205337e-14\n",
      "  2.24729542e-15 1.60000000e+01 2.16761039e-13 1.33251630e-14\n",
      "  2.24729542e-15]\n",
      " [1.18213840e-10 6.78953346e-13 7.83087555e-13 2.00508136e-14\n",
      "  1.11969671e-11 2.24729542e-15 2.06184124e-13 4.70588235e+00\n",
      "  8.93700002e-14]\n",
      " [4.93845391e-13 6.24900136e+00 4.51685159e-13 1.00239674e+00\n",
      "  5.62851253e-14 1.49284424e-14 2.24729542e-15 6.40895361e-15\n",
      "  2.23588675e-14]\n",
      " [3.23313699e-10 2.31954522e-13 7.27272727e+00 7.09849839e-13\n",
      "  1.12203681e-14 2.91665427e-12 3.83726438e-14 2.24729542e-15\n",
      "  2.46568482e-13]\n",
      " [7.38503177e-13 2.50599184e-01 3.55748816e-12 5.35628688e+00\n",
      "  3.93877537e-13 2.10734975e-13 2.58124120e-14 3.76386269e-13\n",
      "  2.24729542e-15]]\n",
      "283\n",
      "====================================================================================================\n",
      "Iteration number 283 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[2.02256588e-15 1.78333263e-13 1.07949441e-13 1.82924230e-14\n",
      "  4.73434465e+00 1.84811274e-14 2.50028562e-01 2.64313727e-13\n",
      "  2.02256588e-15]\n",
      " [2.32274887e+00 2.02256588e-15 8.13905352e-15 2.37856805e-13\n",
      "  2.25489016e-01 3.95717923e-14 2.47180662e-01 1.00264683e-12\n",
      "  2.00425922e-12]\n",
      " [1.58724133e-12 1.59443034e-14 2.02256588e-15 1.94245528e-14\n",
      "  2.02256588e-15 1.27239726e-14 2.02256588e-15 7.00738777e-13\n",
      "  6.66666667e+00]\n",
      " [2.83601806e-01 2.95036164e-13 5.82177988e-10 2.02256588e-15\n",
      "  1.28718113e-01 2.02256588e-15 1.45566693e+01 2.08422111e-10\n",
      "  3.30412842e-13]\n",
      " [5.12404755e-13 3.33268988e-12 4.68273137e-14 5.31184803e-14\n",
      "  2.02256588e-15 1.60000000e+01 1.95084935e-13 1.19926467e-14\n",
      "  2.02256588e-15]\n",
      " [1.06392456e-10 6.11058012e-13 7.04778799e-13 1.80457322e-14\n",
      "  1.00772704e-11 2.02256588e-15 1.85565712e-13 4.70588235e+00\n",
      "  8.04330002e-14]\n",
      " [4.44460852e-13 6.29076789e+00 4.06516643e-13 9.02157062e-01\n",
      "  5.06566128e-14 1.34355982e-14 2.02256588e-15 5.76805825e-15\n",
      "  2.01229807e-14]\n",
      " [2.90982329e-10 2.08759070e-13 7.27272727e+00 6.38864855e-13\n",
      "  1.00983313e-14 2.62498884e-12 3.45353794e-14 2.02256588e-15\n",
      "  2.21911634e-13]\n",
      " [6.64652860e-13 2.25539266e-01 3.20173935e-12 5.39208676e+00\n",
      "  3.54489783e-13 1.89661478e-13 2.32311708e-14 3.38747642e-13\n",
      "  2.02256588e-15]]\n",
      "284\n",
      "====================================================================================================\n",
      "Iteration number 284 \n",
      "118 [1, 5, 6, 8, 3, 9, 2, 7, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.82030929e-15 1.60499936e-13 9.71544966e-14 1.64631807e-14\n",
      "  4.76091019e+00 1.66330147e-14 2.25025706e-01 2.37882354e-13\n",
      "  1.82030929e-15]\n",
      " [2.30922398e+00 1.82030929e-15 7.32514816e-15 2.14071125e-13\n",
      "  2.02940115e-01 3.56146131e-14 3.05795929e-01 9.02382146e-13\n",
      "  1.80383330e-12]\n",
      " [1.42851720e-12 1.43498731e-14 1.82030929e-15 1.74820975e-14\n",
      "  1.82030929e-15 1.14515754e-14 1.82030929e-15 6.30664899e-13\n",
      "  6.66666667e+00]\n",
      " [3.05241626e-01 2.65532548e-13 5.23960189e-10 1.82030929e-15\n",
      "  1.15846302e-01 1.82030929e-15 1.45010024e+01 1.87579900e-10\n",
      "  2.97371557e-13]\n",
      " [4.61164279e-13 2.99942090e-12 4.21445824e-14 4.78066323e-14\n",
      "  1.82030929e-15 1.60000000e+01 1.75576441e-13 1.07933820e-14\n",
      "  1.82030929e-15]\n",
      " [9.57532107e-11 5.49952210e-13 6.34300919e-13 1.62411590e-14\n",
      "  9.06954334e-12 1.82030929e-15 1.67009141e-13 4.70588235e+00\n",
      "  7.23897001e-14]\n",
      " [4.00014767e-13 6.24502444e+00 3.65864978e-13 1.01194136e+00\n",
      "  4.55909515e-14 1.20920384e-14 1.82030929e-15 5.19125242e-15\n",
      "  1.81106826e-14]\n",
      " [2.61884096e-10 1.87883163e-13 7.27272727e+00 5.74978369e-13\n",
      "  9.08849819e-15 2.36248996e-12 3.10818415e-14 1.82030929e-15\n",
      "  1.99720471e-13]\n",
      " [5.98187574e-13 2.52985339e-01 2.88156541e-12 5.35287809e+00\n",
      "  3.19040805e-13 1.70695330e-13 2.09080537e-14 3.04872878e-13\n",
      "  1.82030929e-15]]\n",
      "285\n",
      "====================================================================================================\n",
      "Iteration number 285 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.63827836e-15 1.44449943e-13 8.74390469e-14 1.48168626e-14\n",
      "  4.78481917e+00 1.49697132e-14 2.02523135e-01 2.14094119e-13\n",
      "  1.63827836e-15]\n",
      " [2.32830159e+00 1.63827836e-15 6.59263335e-15 1.92664012e-13\n",
      "  1.82646103e-01 3.20531517e-14 2.75216336e-01 8.12143931e-13\n",
      "  1.62344997e-12]\n",
      " [1.28566548e-12 1.29148857e-14 1.63827836e-15 1.57338877e-14\n",
      "  1.63827836e-15 1.03064178e-14 1.63827836e-15 5.67598409e-13\n",
      "  6.66666667e+00]\n",
      " [2.74717463e-01 2.38979293e-13 4.71564170e-10 1.63827836e-15\n",
      "  1.04261672e-01 1.63827836e-15 1.46509021e+01 1.68821910e-10\n",
      "  2.67634402e-13]\n",
      " [4.15047851e-13 2.69947881e-12 3.79301241e-14 4.30259690e-14\n",
      "  1.63827836e-15 1.60000000e+01 1.58018797e-13 9.71404380e-15\n",
      "  1.63827836e-15]\n",
      " [8.61778896e-11 4.94956989e-13 5.70870827e-13 1.46170431e-14\n",
      "  8.16258901e-12 1.63827836e-15 1.50308227e-13 4.70588235e+00\n",
      "  6.51507301e-14]\n",
      " [3.60013290e-13 6.28718866e+00 3.29278481e-13 9.10747220e-01\n",
      "  4.10318563e-14 1.08828345e-14 1.63827836e-15 4.67212718e-15\n",
      "  1.62996144e-14]\n",
      " [2.35695686e-10 1.69094847e-13 7.27272727e+00 5.17480532e-13\n",
      "  8.17964837e-15 2.12624096e-12 2.79736573e-14 1.63827836e-15\n",
      "  1.79748423e-13]\n",
      " [5.38368816e-13 2.27686805e-01 2.59340887e-12 5.38901885e+00\n",
      "  2.87136725e-13 1.53625797e-13 1.88172483e-14 2.74385590e-13\n",
      "  1.63827836e-15]]\n",
      "286\n",
      "====================================================================================================\n",
      "Iteration number 286 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.47445053e-15 1.30004948e-13 7.86951422e-14 1.33351764e-14\n",
      "  4.80633725e+00 1.34727419e-14 1.82270822e-01 1.92684707e-13\n",
      "  1.47445053e-15]\n",
      " [2.34547143e+00 1.47445053e-15 5.93337001e-15 1.73397611e-13\n",
      "  1.64381493e-01 2.88478366e-14 2.47694702e-01 7.30929538e-13\n",
      "  1.46110497e-12]\n",
      " [1.15709893e-12 1.16233972e-14 1.47445053e-15 1.41604990e-14\n",
      "  1.47445053e-15 9.27577606e-15 1.47445053e-15 5.10838568e-13\n",
      "  6.66666667e+00]\n",
      " [2.47245717e-01 2.15081364e-13 4.24407753e-10 1.47445053e-15\n",
      "  9.38355044e-02 1.47445053e-15 1.47858119e+01 1.51939719e-10\n",
      "  2.40870962e-13]\n",
      " [3.73543066e-13 2.42953093e-12 3.41371117e-14 3.87233721e-14\n",
      "  1.47445053e-15 1.60000000e+01 1.42216918e-13 8.74263942e-15\n",
      "  1.47445053e-15]\n",
      " [7.75601007e-11 4.45461291e-13 5.13783745e-13 1.31553388e-14\n",
      "  7.34633011e-12 1.47445053e-15 1.35277404e-13 4.70588235e+00\n",
      "  5.86356571e-14]\n",
      " [3.24011961e-13 6.32513646e+00 2.96350633e-13 8.19672498e-01\n",
      "  3.69286707e-14 9.79455108e-15 1.47445053e-15 4.20491446e-15\n",
      "  1.46696529e-14]\n",
      " [2.12126118e-10 1.52185362e-13 7.27272727e+00 4.65732479e-13\n",
      "  7.36168353e-15 1.91361687e-12 2.51762916e-14 1.47445053e-15\n",
      "  1.61773581e-13]\n",
      " [4.84531935e-13 2.04918125e-01 2.33406798e-12 5.42154554e+00\n",
      "  2.58423052e-13 1.38263217e-13 1.69355235e-14 2.46947031e-13\n",
      "  1.47445053e-15]]\n",
      "287\n",
      "====================================================================================================\n",
      "Iteration number 287 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.32700547e-15 1.17004454e-13 7.08256280e-14 1.20016587e-14\n",
      "  4.82570353e+00 1.21254677e-14 1.64043739e-01 1.73416236e-13\n",
      "  1.32700547e-15]\n",
      " [2.36092428e+00 1.32700547e-15 5.34003301e-15 1.56057850e-13\n",
      "  1.47943344e-01 2.59630529e-14 2.22925232e-01 6.57836584e-13\n",
      "  1.31499448e-12]\n",
      " [1.04138904e-12 1.04610575e-14 1.32700547e-15 1.27444491e-14\n",
      "  1.32700547e-15 8.34819845e-15 1.32700547e-15 4.59754711e-13\n",
      "  6.66666667e+00]\n",
      " [2.22521145e-01 1.93573227e-13 3.81966978e-10 1.32700547e-15\n",
      "  8.44519540e-02 1.32700547e-15 1.49072307e+01 1.36745747e-10\n",
      "  2.16783865e-13]\n",
      " [3.36188760e-13 2.18657783e-12 3.07234005e-14 3.48510349e-14\n",
      "  1.32700547e-15 1.60000000e+01 1.27995226e-13 7.86837548e-15\n",
      "  1.32700547e-15]\n",
      " [6.98040906e-11 4.00915161e-13 4.62405370e-13 1.18398049e-14\n",
      "  6.61169709e-12 1.32700547e-15 1.21749664e-13 4.70588235e+00\n",
      "  5.27720914e-14]\n",
      " [2.91610765e-13 6.35928948e+00 2.66715569e-13 7.37705248e-01\n",
      "  3.32358036e-14 8.81509597e-15 1.32700547e-15 3.78442302e-15\n",
      "  1.32026876e-14]\n",
      " [1.90913506e-10 1.36966826e-13 7.27272727e+00 4.19159231e-13\n",
      "  6.62551518e-15 1.72225518e-12 2.26586624e-14 1.32700547e-15\n",
      "  1.45596223e-13]\n",
      " [4.36078741e-13 1.84426312e-01 2.10066119e-12 5.45081955e+00\n",
      "  2.32580747e-13 1.24436896e-13 1.52419712e-14 2.22252328e-13\n",
      "  1.32700547e-15]]\n",
      "288\n",
      "====================================================================================================\n",
      "Iteration number 288 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.19430493e-15 1.05304008e-13 6.37430652e-14 1.08014929e-14\n",
      "  4.84313317e+00 1.09129209e-14 1.47639365e-01 1.56074612e-13\n",
      "  1.19430493e-15]\n",
      " [2.37483186e+00 1.19430493e-15 4.80602971e-15 1.40452065e-13\n",
      "  1.33149009e-01 2.33667476e-14 2.00632709e-01 5.92052926e-13\n",
      "  1.18349503e-12]\n",
      " [9.37250135e-13 9.41495171e-15 1.19430493e-15 1.14700042e-14\n",
      "  1.19430493e-15 7.51337861e-15 1.19430493e-15 4.13779240e-13\n",
      "  6.66666667e+00]\n",
      " [2.00269031e-01 1.74215904e-13 3.43770280e-10 1.19430493e-15\n",
      "  7.60067586e-02 1.19430493e-15 1.50165077e+01 1.23071172e-10\n",
      "  1.95105479e-13]\n",
      " [3.02569884e-13 1.96792005e-12 2.76510605e-14 3.13659314e-14\n",
      "  1.19430493e-15 1.60000000e+01 1.15195703e-13 7.08153793e-15\n",
      "  1.19430493e-15]\n",
      " [6.28236815e-11 3.60823645e-13 4.16164833e-13 1.06558244e-14\n",
      "  5.95052739e-12 1.19430493e-15 1.09574697e-13 4.70588235e+00\n",
      "  4.74948823e-14]\n",
      " [2.62449688e-13 6.39002720e+00 2.40044012e-13 6.63934724e-01\n",
      "  2.99122233e-14 7.93358637e-15 1.19430493e-15 3.40598072e-15\n",
      "  1.18824189e-14]\n",
      " [1.71822155e-10 1.23270143e-13 7.27272727e+00 3.77243308e-13\n",
      "  5.96296366e-15 1.55002966e-12 2.03927962e-14 1.19430493e-15\n",
      "  1.31036601e-13]\n",
      " [3.92470867e-13 1.65983681e-01 1.89059507e-12 5.47716617e+00\n",
      "  2.09322672e-13 1.11993206e-13 1.37177740e-14 2.00027095e-13\n",
      "  1.19430493e-15]]\n",
      "289\n",
      "====================================================================================================\n",
      "Iteration number 289 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[1.07487443e-15 9.47736074e-14 5.73687587e-14 9.72134357e-15\n",
      "  4.85881986e+00 9.82162885e-15 1.32875429e-01 1.40467151e-13\n",
      "  1.07487443e-15]\n",
      " [2.38734867e+00 1.07487443e-15 4.32542674e-15 1.26406859e-13\n",
      "  1.19834108e-01 2.10300729e-14 1.80569438e-01 5.32847633e-13\n",
      "  1.06514553e-12]\n",
      " [8.43525121e-13 8.47345654e-15 1.07487443e-15 1.03230037e-14\n",
      "  1.07487443e-15 6.76204075e-15 1.07487443e-15 3.72401316e-13\n",
      "  6.66666667e+00]\n",
      " [1.80242127e-01 1.56794314e-13 3.09393252e-10 1.07487443e-15\n",
      "  6.84060827e-02 1.07487443e-15 1.51148569e+01 1.10764055e-10\n",
      "  1.75594931e-13]\n",
      " [2.72312895e-13 1.77112804e-12 2.48859544e-14 2.82293383e-14\n",
      "  1.07487443e-15 1.60000000e+01 1.03676133e-13 6.37338414e-15\n",
      "  1.07487443e-15]\n",
      " [5.65413134e-11 3.24741281e-13 3.74548350e-13 9.59024197e-15\n",
      "  5.35547465e-12 1.07487443e-15 9.86172275e-14 4.70588235e+00\n",
      "  4.27453940e-14]\n",
      " [2.36204720e-13 6.41769115e+00 2.16039611e-13 5.97541251e-01\n",
      "  2.69210009e-14 7.14022773e-15 1.07487443e-15 3.06538264e-15\n",
      "  1.06941770e-14]\n",
      " [1.54639940e-10 1.10943129e-13 7.27272727e+00 3.39518977e-13\n",
      "  5.36666729e-15 1.39502670e-12 1.83535166e-14 1.07487443e-15\n",
      "  1.17932941e-13]\n",
      " [3.53223780e-13 1.49385313e-01 1.70153556e-12 5.50087812e+00\n",
      "  1.88390405e-13 1.00793885e-13 1.23459966e-14 1.80024386e-13\n",
      "  1.07487443e-15]]\n",
      "290\n",
      "====================================================================================================\n",
      "Iteration number 290 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[9.67386990e-16 8.52962466e-14 5.16318828e-14 8.74920921e-15\n",
      "  4.87293787e+00 8.83946596e-15 1.19587886e-01 1.26420436e-13\n",
      "  9.67386990e-16]\n",
      " [2.39861380e+00 9.67386990e-16 3.89288407e-15 1.13766173e-13\n",
      "  1.07850697e-01 1.89270656e-14 1.62512494e-01 4.79562870e-13\n",
      "  9.58630973e-13]\n",
      " [7.59172609e-13 7.62611088e-15 9.67386990e-16 9.29070337e-15\n",
      "  9.67386990e-16 6.08583667e-15 9.67386990e-16 3.35161185e-13\n",
      "  6.66666667e+00]\n",
      " [1.62217915e-01 1.41114883e-13 2.78453927e-10 9.67386990e-16\n",
      "  6.15654745e-02 9.67386990e-16 1.52033712e+01 9.96876497e-11\n",
      "  1.58035438e-13]\n",
      " [2.45081606e-13 1.59401524e-12 2.23973590e-14 2.54064045e-14\n",
      "  9.67386990e-16 1.60000000e+01 9.33085196e-14 5.73604572e-15\n",
      "  9.67386990e-16]\n",
      " [5.08871820e-11 2.92267153e-13 3.37093515e-13 8.63121777e-15\n",
      "  4.81992718e-12 9.67386990e-16 8.87555047e-14 4.70588235e+00\n",
      "  3.84708546e-14]\n",
      " [2.12584248e-13 6.44258870e+00 1.94435650e-13 5.37787126e-01\n",
      "  2.42289009e-14 6.42620496e-15 9.67386990e-16 2.75884438e-15\n",
      "  9.62475929e-15]\n",
      " [1.39175946e-10 9.98488160e-14 7.27272727e+00 3.05567080e-13\n",
      "  4.83000057e-15 1.25552403e-12 1.65181649e-14 9.67386990e-16\n",
      "  1.06139647e-13]\n",
      " [3.17901402e-13 1.34446782e-01 1.53138200e-12 5.52221888e+00\n",
      "  1.69551365e-13 9.07144968e-14 1.11113970e-14 1.62021947e-13\n",
      "  9.67386990e-16]]\n",
      "291\n",
      "====================================================================================================\n",
      "Iteration number 291 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[8.70648291e-16 7.67666220e-14 4.64686945e-14 7.87428829e-15\n",
      "  4.88564408e+00 7.95551937e-15 1.07629097e-01 1.13778393e-13\n",
      "  8.70648291e-16]\n",
      " [2.40875242e+00 8.70648291e-16 3.50359566e-15 1.02389555e-13\n",
      "  9.70656277e-02 1.70343590e-14 1.46261245e-01 4.31606583e-13\n",
      "  8.62767876e-13]\n",
      " [6.83255348e-13 6.86349980e-15 8.70648291e-16 8.36163303e-15\n",
      "  8.70648291e-16 5.47725301e-15 8.70648291e-16 3.01645066e-13\n",
      "  6.66666667e+00]\n",
      " [1.45996123e-01 1.27003394e-13 2.50608534e-10 8.70648291e-16\n",
      "  5.54089270e-02 8.70648291e-16 1.52830341e+01 8.97188847e-11\n",
      "  1.42231894e-13]\n",
      " [2.20573445e-13 1.43461372e-12 2.01576231e-14 2.28657640e-14\n",
      "  8.70648291e-16 1.60000000e+01 8.39776676e-14 5.16244115e-15\n",
      "  8.70648291e-16]\n",
      " [4.57984638e-11 2.63040437e-13 3.03384163e-13 7.76809600e-15\n",
      "  4.33793446e-12 8.70648291e-16 7.98799542e-14 4.70588235e+00\n",
      "  3.46237692e-14]\n",
      " [1.91325823e-13 6.46499649e+00 1.74992085e-13 4.84008413e-01\n",
      "  2.18060108e-14 5.78358446e-15 8.70648291e-16 2.48295994e-15\n",
      "  8.66228336e-15]\n",
      " [1.25258351e-10 8.98639344e-14 7.27272727e+00 2.75010372e-13\n",
      "  4.34700051e-15 1.12997162e-12 1.48663484e-14 8.70648291e-16\n",
      "  9.55256819e-14]\n",
      " [2.86111262e-13 1.21002103e-01 1.37824380e-12 5.54142557e+00\n",
      "  1.52596228e-13 8.16430471e-14 1.00002573e-14 1.45819752e-13\n",
      "  8.70648291e-16]]\n",
      "292\n",
      "====================================================================================================\n",
      "Iteration number 292 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "120 [1, 7, 2, 5, 6, 8, 3, 9, 4]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.83583462e-16 6.90899598e-14 4.18218251e-14 7.08685946e-15\n",
      "  4.83457968e+00 7.15996743e-15 1.55689717e-01 1.02400553e-13\n",
      "  7.83583462e-16]\n",
      " [2.38662718e+00 7.83583462e-16 3.15323609e-15 9.21505999e-14\n",
      "  1.70692398e-01 1.53309231e-14 1.31635120e-01 3.88445925e-13\n",
      "  7.76491089e-13]\n",
      " [6.14929813e-13 6.17714982e-15 7.83583462e-16 7.52546973e-15\n",
      "  7.83583462e-16 4.92952771e-15 7.83583462e-16 2.71480560e-13\n",
      "  6.66666667e+00]\n",
      " [1.81396511e-01 1.14303055e-13 2.25547681e-10 7.83583462e-16\n",
      "  4.98680343e-02 7.83583462e-16 1.51547307e+01 8.07469963e-11\n",
      "  1.28008705e-13]\n",
      " [1.98516101e-13 1.29115234e-12 1.81418608e-14 2.05791876e-14\n",
      "  7.83583462e-16 1.60000000e+01 7.55799009e-14 4.64619704e-15\n",
      "  7.83583462e-16]\n",
      " [4.12186175e-11 2.36736394e-13 2.73045747e-13 6.99128640e-15\n",
      "  3.90414102e-12 7.83583462e-16 7.18919588e-14 4.70588235e+00\n",
      "  3.11613923e-14]\n",
      " [1.72193241e-13 6.48516351e+00 1.57492877e-13 4.35607572e-01\n",
      "  1.96254097e-14 5.20522602e-15 7.83583462e-16 2.23466395e-15\n",
      "  7.79605503e-15]\n",
      " [1.12732516e-10 8.08775409e-14 7.27272727e+00 2.47509334e-13\n",
      "  3.91230046e-15 1.01697446e-12 1.33797136e-14 7.83583462e-16\n",
      "  8.59731137e-14]\n",
      " [2.57500136e-13 1.08901893e-01 1.24041942e-12 5.55871158e+00\n",
      "  1.37336605e-13 7.34787424e-14 9.00023155e-15 1.31237777e-13\n",
      "  7.83583462e-16]]\n",
      "293\n",
      "====================================================================================================\n",
      "Iteration number 293 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[7.05225116e-16 6.21809638e-14 3.76396426e-14 6.37817351e-15\n",
      "  4.85112171e+00 6.44397069e-15 1.40120745e-01 9.21604979e-14\n",
      "  7.05225116e-16]\n",
      " [2.39796446e+00 7.05225116e-16 2.83791248e-15 8.29355399e-14\n",
      "  1.53623158e-01 1.37978308e-14 1.18471608e-01 3.49601332e-13\n",
      "  6.98841980e-13]\n",
      " [5.53436832e-13 5.55943483e-15 7.05225116e-16 6.77292275e-15\n",
      "  7.05225116e-16 4.43657493e-15 7.05225116e-16 2.44332504e-13\n",
      "  6.66666667e+00]\n",
      " [1.63256860e-01 1.02872749e-13 2.02992913e-10 7.05225116e-16\n",
      "  4.48812309e-02 7.05225116e-16 1.52392576e+01 7.26722966e-11\n",
      "  1.15207834e-13]\n",
      " [1.78664491e-13 1.16203711e-12 1.63276747e-14 1.85212689e-14\n",
      "  7.05225116e-16 1.60000000e+01 6.80219108e-14 4.18157733e-15\n",
      "  7.05225116e-16]\n",
      " [3.70967557e-11 2.13062754e-13 2.45741172e-13 6.29215776e-15\n",
      "  3.51372692e-12 7.05225116e-16 6.47027629e-14 4.70588235e+00\n",
      "  2.80452530e-14]\n",
      " [1.54973916e-13 6.50331383e+00 1.41743589e-13 3.92046815e-01\n",
      "  1.76628687e-14 4.68470342e-15 7.05225116e-16 2.01119755e-15\n",
      "  7.01644952e-15]\n",
      " [1.01459265e-10 7.27897868e-14 7.27272727e+00 2.22758401e-13\n",
      "  3.52107041e-15 9.15277016e-13 1.20417422e-14 7.05225116e-16\n",
      "  7.73758024e-14]\n",
      " [2.31750122e-13 9.80117037e-02 1.11637748e-12 5.57426899e+00\n",
      "  1.23602945e-13 6.61308682e-14 8.10020839e-15 1.18113999e-13\n",
      "  7.05225116e-16]]\n",
      "294\n",
      "====================================================================================================\n",
      "Iteration number 294 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[6.34702604e-16 5.59628674e-14 3.38756783e-14 5.74035616e-15\n",
      "  4.86600954e+00 5.79957362e-15 1.26108671e-01 8.29444481e-14\n",
      "  6.34702604e-16]\n",
      " [2.40816802e+00 6.34702604e-16 2.55412124e-15 7.46419859e-14\n",
      "  1.38260843e-01 1.24180477e-14 1.06624447e-01 3.14641199e-13\n",
      "  6.28957782e-13]\n",
      " [4.98093149e-13 5.00349135e-15 6.34702604e-16 6.09563048e-15\n",
      "  6.34702604e-16 3.99291744e-15 6.34702604e-16 2.19899253e-13\n",
      "  6.66666667e+00]\n",
      " [1.46931174e-01 9.25854745e-14 1.82693621e-10 6.34702604e-16\n",
      "  4.03931078e-02 6.34702604e-16 1.53153318e+01 6.54050670e-11\n",
      "  1.03687051e-13]\n",
      " [1.60798041e-13 1.04583340e-12 1.46949072e-14 1.66691420e-14\n",
      "  6.34702604e-16 1.60000000e+01 6.12197197e-14 3.76341960e-15\n",
      "  6.34702604e-16]\n",
      " [3.33870801e-11 1.91756479e-13 2.21167055e-13 5.66294198e-15\n",
      "  3.16235422e-12 6.34702604e-16 5.82324866e-14 4.70588235e+00\n",
      "  2.52407277e-14]\n",
      " [1.39476525e-13 6.51964911e+00 1.27569230e-13 3.52842133e-01\n",
      "  1.58965819e-14 4.21623307e-15 6.34702604e-16 1.81007780e-15\n",
      "  6.31480457e-15]\n",
      " [9.13133381e-11 6.55108081e-14 7.27272727e+00 2.00482561e-13\n",
      "  3.16896337e-15 8.23749314e-13 1.08375680e-14 6.34702604e-16\n",
      "  6.96382221e-14]\n",
      " [2.08575110e-13 8.82105334e-02 1.00473973e-12 5.58827067e+00\n",
      "  1.11242650e-13 5.95177814e-14 7.29018755e-15 1.06302600e-13\n",
      "  6.34702604e-16]]\n",
      "295\n",
      "====================================================================================================\n",
      "Iteration number 295 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.71232344e-16 5.03665807e-14 3.04881105e-14 5.16632055e-15\n",
      "  4.87940858e+00 5.21961626e-15 1.13497804e-01 7.46500033e-14\n",
      "  5.71232344e-16]\n",
      " [2.41735121e+00 5.71232344e-16 2.29870911e-15 6.71777873e-14\n",
      "  1.24434758e-01 1.11762430e-14 9.59620027e-02 2.83177079e-13\n",
      "  5.66062004e-13]\n",
      " [4.48283834e-13 4.50314222e-15 5.71232344e-16 5.48606743e-15\n",
      "  5.71232344e-16 3.59362570e-15 5.71232344e-16 1.97909328e-13\n",
      "  6.66666667e+00]\n",
      " [1.32238056e-01 8.33269270e-14 1.64424259e-10 5.71232344e-16\n",
      "  3.63537970e-02 5.71232344e-16 1.53837987e+01 5.88645603e-11\n",
      "  9.33183457e-14]\n",
      " [1.44718237e-13 9.41250059e-13 1.32254165e-14 1.50022278e-14\n",
      "  5.71232344e-16 1.60000000e+01 5.50977477e-14 3.38707764e-15\n",
      "  5.71232344e-16]\n",
      " [3.00483721e-11 1.72580831e-13 1.99050350e-13 5.09664778e-15\n",
      "  2.84611880e-12 5.71232344e-16 5.24092380e-14 4.70588235e+00\n",
      "  2.27166550e-14]\n",
      " [1.25528872e-13 6.53435087e+00 1.14812307e-13 3.17557920e-01\n",
      "  1.43069237e-14 3.79460977e-15 5.71232344e-16 1.62907002e-15\n",
      "  5.68332411e-15]\n",
      " [8.21820043e-11 5.89597273e-14 7.27272727e+00 1.80434305e-13\n",
      "  2.85206703e-15 7.41374383e-13 9.75381120e-15 5.71232344e-16\n",
      "  6.26743999e-14]\n",
      " [1.87717599e-13 7.93894800e-02 9.04265760e-13 5.60087217e+00\n",
      "  1.00118385e-13 5.35660032e-14 6.56116880e-15 9.56723396e-14\n",
      "  5.71232344e-16]]\n",
      "296\n",
      "====================================================================================================\n",
      "Iteration number 296 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[5.14109109e-16 4.53299226e-14 2.74392994e-14 4.64968849e-15\n",
      "  4.89146773e+00 4.69765463e-15 1.02148023e-01 6.71850030e-14\n",
      "  5.14109109e-16]\n",
      " [2.42561609e+00 5.14109109e-16 2.06883820e-15 6.04600086e-14\n",
      "  1.11991282e-01 1.00586187e-14 8.63658025e-02 2.54859371e-13\n",
      "  5.09455803e-13]\n",
      " [4.03455451e-13 4.05282799e-15 5.14109109e-16 4.93746069e-15\n",
      "  5.14109109e-16 3.23426313e-15 5.14109109e-16 1.78118395e-13\n",
      "  6.66666667e+00]\n",
      " [1.19014251e-01 7.49942343e-14 1.47981833e-10 5.14109109e-16\n",
      "  3.27184173e-02 5.14109109e-16 1.54454188e+01 5.29781043e-11\n",
      "  8.39865111e-14]\n",
      " [1.30246414e-13 8.47125053e-13 1.19028749e-14 1.35020050e-14\n",
      "  5.14109109e-16 1.60000000e+01 4.95879730e-14 3.04836988e-15\n",
      "  5.14109109e-16]\n",
      " [2.70435349e-11 1.55322748e-13 1.79145315e-13 4.58698301e-15\n",
      "  2.56150692e-12 5.14109109e-16 4.71683142e-14 4.70588235e+00\n",
      "  2.04449895e-14]\n",
      " [1.12975985e-13 6.54758245e+00 1.03331076e-13 2.85802128e-01\n",
      "  1.28762313e-14 3.41514879e-15 5.14109109e-16 1.46616302e-15\n",
      "  5.11499170e-15]\n",
      " [7.39638038e-11 5.30637546e-14 7.27272727e+00 1.62390874e-13\n",
      "  2.56686033e-15 6.67236944e-13 8.77843008e-15 5.14109109e-16\n",
      "  5.64069599e-14]\n",
      " [1.68945839e-13 7.14505320e-02 8.13839184e-13 5.61221353e+00\n",
      "  9.01065467e-14 4.82094029e-14 5.90505192e-15 8.61051056e-14\n",
      "  5.14109109e-16]]\n",
      "297\n",
      "====================================================================================================\n",
      "Iteration number 297 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.62698198e-16 4.07969303e-14 2.46953695e-14 4.18471964e-15\n",
      "  4.90232095e+00 4.22788917e-15 9.19332211e-02 6.04665027e-14\n",
      "  4.62698198e-16]\n",
      " [2.43305448e+00 4.62698198e-16 1.86195438e-15 5.44140077e-14\n",
      "  1.00792154e-01 9.05275679e-15 7.77292222e-02 2.29373434e-13\n",
      "  4.58510223e-13]\n",
      " [3.63109906e-13 3.64754519e-15 4.62698198e-16 4.44371462e-15\n",
      "  4.62698198e-16 2.91083681e-15 4.62698198e-16 1.60306556e-13\n",
      "  6.66666667e+00]\n",
      " [1.07112826e-01 6.74948109e-14 1.33183650e-10 4.62698198e-16\n",
      "  2.94465756e-02 4.62698198e-16 1.55008769e+01 4.76802938e-11\n",
      "  7.55878600e-14]\n",
      " [1.17221772e-13 7.62412548e-13 1.07125874e-14 1.21518045e-14\n",
      "  4.62698198e-16 1.60000000e+01 4.46291757e-14 2.74353289e-15\n",
      "  4.62698198e-16]\n",
      " [2.43391814e-11 1.39790473e-13 1.61230783e-13 4.12828470e-15\n",
      "  2.30535623e-12 4.62698198e-16 4.24514828e-14 4.70588235e+00\n",
      "  1.84004905e-14]\n",
      " [1.01678387e-13 6.55949087e+00 9.29979687e-14 2.57221915e-01\n",
      "  1.15886082e-14 3.07363391e-15 4.62698198e-16 1.31954671e-15\n",
      "  4.60349253e-15]\n",
      " [6.65674235e-11 4.77573791e-14 7.27272727e+00 1.46151787e-13\n",
      "  2.31017430e-15 6.00513250e-13 7.90058708e-15 4.62698198e-16\n",
      "  5.07662639e-14]\n",
      " [1.52051255e-13 6.43054788e-02 7.32455266e-13 5.62242074e+00\n",
      "  8.10958920e-14 4.33884626e-14 5.31454673e-15 7.74945951e-14\n",
      "  4.62698198e-16]]\n",
      "298\n",
      "====================================================================================================\n",
      "Iteration number 298 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[4.16428379e-16 3.67172373e-14 2.22258325e-14 3.76624768e-15\n",
      "  4.91208886e+00 3.80510025e-15 8.27398989e-02 5.44198524e-14\n",
      "  4.16428379e-16]\n",
      " [2.43974904e+00 4.16428379e-16 1.67575894e-15 4.89726069e-14\n",
      "  9.07129388e-02 8.14748111e-15 6.99563000e-02 2.06436091e-13\n",
      "  4.12659201e-13]\n",
      " [3.26798915e-13 3.28279068e-15 4.16428379e-16 3.99934316e-15\n",
      "  4.16428379e-16 2.61975313e-15 4.16428379e-16 1.44275900e-13\n",
      "  6.66666667e+00]\n",
      " [9.64015432e-02 6.07453298e-14 1.19865285e-10 4.16428379e-16\n",
      "  2.65019180e-02 4.16428379e-16 1.55507892e+01 4.29122644e-11\n",
      "  6.80290740e-14]\n",
      " [1.05499595e-13 6.86171293e-13 9.64132864e-15 1.09366240e-14\n",
      "  4.16428379e-16 1.60000000e+01 4.01662581e-14 2.46917960e-15\n",
      "  4.16428379e-16]\n",
      " [2.19052633e-11 1.25811426e-13 1.45107705e-13 3.71545623e-15\n",
      "  2.07482061e-12 4.16428379e-16 3.82063345e-14 4.70588235e+00\n",
      "  1.65604415e-14]\n",
      " [9.15105480e-14 6.57020845e+00 8.36981718e-14 2.31499724e-01\n",
      "  1.04297474e-14 2.76627052e-15 4.16428379e-16 1.18759204e-15\n",
      "  4.14314328e-15]\n",
      " [5.99106811e-11 4.29816412e-14 7.27272727e+00 1.31536608e-13\n",
      "  2.07915687e-15 5.40461925e-13 7.11052837e-15 4.16428379e-16\n",
      "  4.56896375e-14]\n",
      " [1.36846130e-13 5.78749309e-02 6.59209739e-13 5.63160724e+00\n",
      "  7.29863028e-14 3.90496164e-14 4.78309205e-15 6.97451356e-14\n",
      "  4.16428379e-16]]\n",
      "299\n",
      "====================================================================================================\n",
      "Iteration number 299 \n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "124 [1, 5, 6, 8, 3, 9, 4, 7, 2]\n",
      "[[3.74785541e-16 3.30455136e-14 2.00032493e-14 3.38962291e-15\n",
      "  4.92087997e+00 3.42459023e-15 7.44659091e-02 4.89778672e-14\n",
      "  3.74785541e-16]\n",
      " [2.44577413e+00 3.74785541e-16 1.50818305e-15 4.40753462e-14\n",
      "  8.16416449e-02 7.33273300e-15 6.29606700e-02 1.85792482e-13\n",
      "  3.71393281e-13]\n",
      " [2.94119024e-13 2.95451161e-15 3.74785541e-16 3.59940884e-15\n",
      "  3.74785541e-16 2.35777782e-15 3.74785541e-16 1.29848310e-13\n",
      "  6.66666667e+00]\n",
      " [8.67613888e-02 5.46707968e-14 1.07878757e-10 3.74785541e-16\n",
      "  2.38517262e-02 3.74785541e-16 1.55957103e+01 3.86210380e-11\n",
      "  6.12261666e-14]\n",
      " [9.49496355e-14 6.17554164e-13 8.67719577e-15 9.84296164e-15\n",
      "  3.74785541e-16 1.60000000e+01 3.61496323e-14 2.22226164e-15\n",
      "  3.74785541e-16]\n",
      " [1.97147369e-11 1.13230283e-13 1.30596934e-13 3.34391061e-15\n",
      "  1.86733855e-12 3.74785541e-16 3.43857010e-14 4.70588235e+00\n",
      "  1.49043973e-14]\n",
      " [8.23594932e-14 6.57985427e+00 7.53283546e-14 2.08349751e-01\n",
      "  9.38677262e-15 2.48964347e-15 3.74785541e-16 1.06883284e-15\n",
      "  3.72882895e-15]\n",
      " [5.39196130e-11 3.86834771e-14 7.27272727e+00 1.18382947e-13\n",
      "  1.87124118e-15 4.86415733e-13 6.39947553e-15 3.74785541e-16\n",
      "  4.11206738e-14]\n",
      " [1.23161517e-13 5.20874378e-02 5.93288765e-13 5.63987509e+00\n",
      "  6.56876726e-14 3.51446547e-14 4.30478285e-15 6.27706220e-14\n",
      "  3.74785541e-16]]\n",
      "300\n"
     ]
    }
   ],
   "source": [
    "iter=0\n",
    "start=1\n",
    "n_ants=8\n",
    "cost_sum=[]\n",
    "m_cost=[]\n",
    "while(iter<300):\n",
    "    print(\"====================================================================================================\")\n",
    "    print(\"Iteration number \"+str(iter)+\" \")\n",
    "    tot_cost=0\n",
    "    min_cost=5000\n",
    "    for i in range(n_ants):\n",
    "        tabu=[0]*n_cities\n",
    "        tabu[0]=1\n",
    "        counter=1\n",
    "        curr=1\n",
    "        order=[1]\n",
    "        while(counter<n_cities):\n",
    "            \n",
    "  #          print(\"Distances \",distances[curr-1])\n",
    "  #          print(\"Pheromones \",pheromones[curr-1])\n",
    "            \n",
    "            \n",
    "            fitness=[0]*n_cities\n",
    "            fitness=fit(fitness,tabu,curr)\n",
    "  #          print(tabu,order)\n",
    "  #          print(\"Fitness \",fitness)\n",
    "            \n",
    "            \n",
    "            prob=[0]*n_cities\n",
    "            prob=probability(prob,fitness)\n",
    "            \n",
    "  #          print(\"probability \", prob)\n",
    "            roul=roulette(prob)\n",
    "            sel=choose(roul,tabu,order)\n",
    "            \n",
    "  #          print(order)\n",
    "            delta_pheromones[curr-1][sel-1]+=1/distances[curr-1][sel-1]\n",
    "            \n",
    "            curr=sel\n",
    "            counter+=1\n",
    "\n",
    "        delta_pheromones[order[n_cities-1]-1][0]+=1/distances[order[n_cities-1]-1][0]\n",
    "        ordzz=[j-1 for j in order]\n",
    "        tot_cost+=cost(ordzz)\n",
    "        min_cost=min(cost(ordzz),min_cost)\n",
    "        print(cost(ordzz),order)\n",
    "        \n",
    "    cost_sum.append(tot_cost)\n",
    "    m_cost.append(min_cost)\n",
    "    pheromones=0.9*pheromones\n",
    "    pheromones=pheromones+delta_pheromones\n",
    "    delta_pheromones=np.zeros((n_cities,n_cities))\n",
    "    print(pheromones)\n",
    "    iter+=1\n",
    "    print(iter)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 408,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0, 32, 28, 20, 16, 31, 17, 30, 25],\n",
       "       [32,  0, 28, 21, 12, 29, 12, 29, 20],\n",
       "       [28, 28,  0, 15, 20, 21, 17, 11, 12],\n",
       "       [20, 21, 15,  0, 12, 28,  5, 16, 14],\n",
       "       [16, 12, 20, 12,  0,  5, 13, 33, 20],\n",
       "       [31, 29, 21, 28,  5,  0, 22, 17, 31],\n",
       "       [17, 12, 17,  5, 13, 22,  0, 30, 33],\n",
       "       [30, 29, 11, 16, 33, 17, 30,  0, 24],\n",
       "       [25, 20, 12, 14, 20, 31, 33, 24,  0]])"
      ]
     },
     "execution_count": 408,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "distances"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 410,
   "metadata": {},
   "outputs": [],
   "source": [
    "cost_sum=np.array(cost_sum)/9"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 411,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2393ec31358>]"
      ]
     },
     "execution_count": 411,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "plt.plot(cost_sum)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 412,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x2393ecb0c18>]"
      ]
     },
     "execution_count": 412,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "plt.plot(m_cost)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 399,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 0.   ,  0.   ,  0.   ,  0.   ,  0.   ,  0.   , 10.535,  0.   ,\n",
       "         0.894],\n",
       "       [ 0.   ,  0.   ,  0.   ,  0.   ,  0.   ,  8.889,  0.   ,  0.   ,\n",
       "         0.   ],\n",
       "       [ 0.   ,  0.   ,  0.   ,  0.   ,  0.   ,  0.   ,  0.   , 11.429,\n",
       "         0.   ],\n",
       "       [ 0.   ,  0.   ,  0.   ,  0.   ,  0.   ,  0.   ,  0.626,  0.   ,\n",
       "        10.535],\n",
       "       [ 0.   ,  5.333,  0.   ,  0.   ,  0.   ,  0.   ,  0.   ,  0.   ,\n",
       "         0.   ],\n",
       "       [ 0.   ,  0.   ,  3.636,  0.   ,  0.   ,  0.   ,  0.   ,  0.   ,\n",
       "         0.   ],\n",
       "       [ 0.   ,  0.   ,  0.   ,  0.   ,  8.   ,  0.   ,  0.   ,  0.   ,\n",
       "         0.   ],\n",
       "       [ 0.184,  0.   ,  0.   ,  6.704,  0.   ,  0.   ,  0.   ,  0.   ,\n",
       "         0.   ],\n",
       "       [10.535,  0.   ,  0.   ,  0.894,  0.   ,  0.   ,  0.   ,  0.   ,\n",
       "         0.   ]])"
      ]
     },
     "execution_count": 399,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.round(pheromones,3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 228,
   "metadata": {},
   "outputs": [],
   "source": [
    "def cost(ord):\n",
    "    c=0\n",
    "    for i in range(n_cities):\n",
    "        c+=distances[ord[i]][ord[(i+1)%n_cities]]\n",
    "    return c"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 229,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[  0, 399,  80,  57,  60],\n",
       "       [399,   0, 413, 264, 179],\n",
       "       [ 80, 413,   0, 161, 360],\n",
       "       [ 57, 264, 161,   0, 458],\n",
       "       [ 60, 179, 360, 458,   0]])"
      ]
     },
     "execution_count": 229,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "distances"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 415,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0 1 2 3 4 5 6 7 8]\n",
      "118\n",
      "(0, 3, 6, 1, 8, 2, 7, 5, 4)\n"
     ]
    }
   ],
   "source": [
    "from itertools import permutations\n",
    "\n",
    "ord=np.arange(n_cities)\n",
    "comb = list(permutations(ord))\n",
    "print(ord)\n",
    "start = 2500\n",
    "full=[]\n",
    "for l in comb:\n",
    "    c=cost(l)\n",
    "    full.append(c)\n",
    "    if c < start:\n",
    "        start = c\n",
    "        best = l\n",
    "print(start)\n",
    "print(best)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 332,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "86\n",
      "(0, 1, 3, 5, 2, 6, 7, 4)\n"
     ]
    }
   ],
   "source": [
    "for l in comb:\n",
    "    c=cost(l)\n",
    "    if c == 744:\n",
    "        print(l)\n",
    "print(start)\n",
    "print(best)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 234,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1156"
      ]
     },
     "execution_count": 234,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cost([0,3,2,4,1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}