FiveParity.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import networkx as nx\n",
    "from app import fiveparity\n",
    "from app.ourMods import draw"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "gen\tnevals\tavg    \tstd     \tmin   \tmax   \n",
      "0  \t300   \t16.0126\t0.513602\t14.017\t18.029\n",
      "1  \t300   \t15.9744\t0.536278\t14.017\t18.031\n",
      "2  \t300   \t15.9546\t0.540323\t14.017\t18.037\n",
      "3  \t300   \t16.0026\t0.513421\t14.017\t18.031\n",
      "4  \t300   \t15.9876\t0.528289\t14.017\t17.051\n",
      "5  \t300   \t15.9797\t0.548433\t14.035\t18.039\n",
      "6  \t300   \t15.9939\t0.518524\t14.025\t18.033\n",
      "7  \t300   \t15.9822\t0.524625\t14.027\t18.045\n",
      "8  \t300   \t15.9355\t0.542203\t13.067\t17.099\n",
      "9  \t300   \t15.9659\t0.607276\t14.085\t18.015\n",
      "10 \t300   \t15.9817\t0.543831\t14.085\t18.029\n",
      "11 \t300   \t15.9677\t0.644597\t14.041\t18.035\n",
      "12 \t300   \t15.9851\t0.642935\t14.023\t18.057\n",
      "13 \t300   \t15.9886\t0.700426\t14.027\t18.057\n",
      "14 \t300   \t16.03  \t0.687403\t14.033\t18.057\n",
      "15 \t300   \t15.957 \t0.693117\t14.023\t19.049\n",
      "16 \t300   \t15.9955\t0.736868\t14.037\t19.055\n",
      "17 \t300   \t15.9152\t0.706816\t14.021\t19.049\n",
      "18 \t300   \t15.9658\t0.710626\t13.047\t20.051\n",
      "19 \t300   \t15.9127\t0.698544\t14.021\t19.051\n",
      "20 \t300   \t15.8716\t0.769436\t13.051\t19.051\n",
      "21 \t300   \t15.9093\t0.766677\t13.051\t19.075\n",
      "22 \t300   \t15.938 \t0.699483\t13.051\t19.053\n",
      "23 \t300   \t15.949 \t0.701145\t13.051\t18.123\n",
      "24 \t300   \t15.9765\t0.714952\t13.051\t18.147\n",
      "25 \t300   \t15.9686\t0.699931\t13.051\t18.147\n",
      "26 \t300   \t15.9175\t0.698736\t13.057\t18.097\n",
      "27 \t300   \t15.96  \t0.685611\t14.037\t18.097\n",
      "28 \t300   \t15.9028\t0.711173\t14.025\t18.037\n",
      "29 \t300   \t15.94  \t0.716349\t13.061\t18.053\n",
      "30 \t300   \t15.9575\t0.637275\t13.061\t17.121\n",
      "31 \t300   \t15.9187\t0.718509\t13.061\t17.121\n",
      "32 \t300   \t15.9167\t0.759576\t13.061\t18.051\n",
      "33 \t300   \t15.9698\t0.751039\t13.061\t18.081\n",
      "34 \t300   \t16.0398\t0.755617\t13.069\t18.081\n",
      "35 \t300   \t16.0416\t0.710045\t13.077\t18.067\n",
      "36 \t300   \t15.9623\t0.660286\t13.083\t17.135\n",
      "37 \t300   \t15.9414\t0.633475\t14.019\t18.053\n",
      "38 \t300   \t16.006 \t0.673135\t14.031\t18.065\n",
      "39 \t300   \t16.0602\t0.617691\t14.065\t18.065\n",
      "40 \t300   \t15.9898\t0.586847\t14.065\t18.057\n",
      "41 \t300   \t15.9969\t0.54318 \t14.083\t18.035\n",
      "42 \t300   \t16.0004\t0.644852\t14.027\t18.131\n",
      "43 \t300   \t15.9858\t0.667771\t13.093\t18.131\n",
      "44 \t300   \t16.0696\t0.751412\t13.093\t18.031\n",
      "45 \t300   \t16.0133\t0.690656\t13.093\t18.055\n",
      "46 \t300   \t15.9875\t0.648952\t14.031\t18.141\n",
      "47 \t300   \t16.0066\t0.604331\t14.023\t17.149\n",
      "48 \t300   \t16.001 \t0.657098\t14.037\t18.125\n",
      "49 \t300   \t16.0079\t0.65116 \t14.035\t19.071\n",
      "50 \t300   \t16.1157\t0.678737\t15.015\t19.069\n",
      "51 \t300   \t16.1223\t0.70763 \t14.055\t19.069\n",
      "52 \t300   \t16.0878\t0.661331\t14.045\t18.127\n",
      "53 \t300   \t16.087 \t0.648887\t14.047\t18.083\n",
      "54 \t300   \t16.0504\t0.593511\t14.017\t18.071\n",
      "55 \t300   \t16.0319\t0.566056\t14.017\t18.031\n",
      "56 \t300   \t16.0592\t0.619518\t14.017\t18.065\n",
      "57 \t300   \t16.0328\t0.642511\t14.017\t18.061\n",
      "58 \t300   \t16.0398\t0.640936\t14.047\t18.061\n",
      "59 \t300   \t16.0512\t0.669838\t14.047\t18.061\n",
      "60 \t300   \t16.0662\t0.593713\t14.035\t18.059\n",
      "61 \t300   \t16.1347\t0.605056\t14.089\t18.073\n",
      "62 \t300   \t16.1173\t0.584019\t14.039\t18.079\n",
      "63 \t300   \t16.1057\t0.587915\t14.093\t18.067\n",
      "64 \t300   \t16.0374\t0.605465\t14.041\t18.051\n",
      "65 \t300   \t16.0726\t0.600003\t14.097\t18.039\n",
      "66 \t300   \t16.0764\t0.630495\t14.049\t18.045\n",
      "67 \t300   \t16.1296\t0.634058\t14.051\t19.035\n",
      "68 \t300   \t16.0809\t0.671414\t14.041\t18.089\n",
      "69 \t300   \t15.9653\t0.618242\t14.041\t18.079\n",
      "70 \t300   \t15.9564\t0.629364\t14.033\t18.077\n",
      "71 \t300   \t15.9667\t0.595338\t14.047\t18.271\n",
      "72 \t300   \t15.9938\t0.581981\t14.049\t18.063\n",
      "73 \t300   \t15.9169\t0.65175 \t13.057\t18.063\n",
      "74 \t300   \t15.8983\t0.69331 \t14.035\t18.063\n",
      "75 \t300   \t15.9806\t0.664173\t14.021\t18.063\n",
      "76 \t300   \t15.9533\t0.634821\t14.035\t18.063\n",
      "77 \t300   \t16.0125\t0.633272\t14.023\t18.063\n",
      "78 \t300   \t15.9809\t0.599808\t14.017\t18.059\n",
      "79 \t300   \t15.9727\t0.599023\t14.017\t18.059\n",
      "80 \t300   \t16.0103\t0.55339 \t14.033\t18.059\n",
      "81 \t300   \t16.0392\t0.545296\t14.049\t18.063\n",
      "82 \t300   \t16.0791\t0.51235 \t14.067\t18.079\n",
      "83 \t300   \t16.0523\t0.55472 \t15.011\t18.059\n",
      "84 \t300   \t16.0107\t0.547429\t14.061\t18.059\n",
      "85 \t300   \t16.0312\t0.565949\t14.045\t18.071\n",
      "86 \t300   \t16.0824\t0.574865\t14.079\t19.071\n",
      "87 \t300   \t16.1048\t0.530428\t14.041\t18.117\n",
      "88 \t300   \t16.0405\t0.601023\t14.041\t18.079\n",
      "89 \t300   \t16.0446\t0.571325\t14.027\t18.085\n",
      "90 \t300   \t16.0077\t0.583095\t14.027\t18.091\n",
      "91 \t300   \t16.0314\t0.65095 \t14.027\t18.119\n",
      "92 \t300   \t16.0018\t0.6525  \t14.041\t18.071\n",
      "93 \t300   \t15.9316\t0.634606\t14.021\t18.073\n",
      "94 \t300   \t15.9529\t0.601176\t13.083\t18.039\n",
      "95 \t300   \t16.0077\t0.641413\t13.083\t17.117\n",
      "96 \t300   \t15.9896\t0.666614\t13.083\t18.063\n",
      "97 \t300   \t15.9958\t0.641486\t14.023\t18.063\n",
      "98 \t300   \t15.9697\t0.577404\t14.025\t18.055\n",
      "99 \t300   \t15.9806\t0.590387\t14.025\t18.067\n",
      "100\t300   \t15.9632\t0.602367\t14.029\t18.071\n",
      "101\t300   \t15.9716\t0.656691\t14.055\t19.047\n",
      "102\t300   \t15.8742\t0.686348\t14.023\t18.139\n",
      "103\t300   \t15.8889\t0.642012\t14.045\t18.139\n",
      "104\t300   \t15.9739\t0.592127\t14.047\t18.127\n",
      "105\t300   \t15.9825\t0.615834\t14.057\t18.135\n",
      "106\t300   \t15.9971\t0.684876\t14.027\t18.135\n",
      "107\t300   \t16.0288\t0.686829\t14.037\t18.137\n",
      "108\t300   \t16.0621\t0.652086\t14.065\t18.149\n",
      "109\t300   \t16.0691\t0.686603\t14.045\t18.153\n",
      "110\t300   \t16.0602\t0.754212\t14.037\t19.075\n",
      "111\t300   \t16.0282\t0.737482\t14.051\t19.079\n",
      "112\t300   \t15.9743\t0.720825\t13.057\t19.077\n",
      "113\t300   \t15.9182\t0.713591\t14.033\t18.063\n",
      "114\t300   \t15.9345\t0.652156\t14.053\t18.077\n",
      "115\t300   \t15.9808\t0.725722\t14.059\t19.037\n",
      "116\t300   \t15.953 \t0.660254\t13.081\t18.073\n",
      "117\t300   \t15.8967\t0.707003\t13.063\t18.081\n",
      "118\t300   \t15.8895\t0.632368\t14.033\t17.127\n",
      "119\t300   \t15.8642\t0.63394 \t14.057\t18.053\n",
      "120\t300   \t15.8899\t0.655462\t14.057\t18.067\n",
      "121\t300   \t15.8464\t0.770113\t13.055\t18.103\n",
      "122\t300   \t15.8431\t0.635726\t13.055\t18.023\n",
      "123\t300   \t15.8946\t0.69204 \t13.055\t17.123\n",
      "124\t300   \t15.9592\t0.615181\t13.069\t17.123\n",
      "125\t300   \t15.9794\t0.593101\t14.037\t17.129\n",
      "126\t300   \t15.9667\t0.61566 \t14.029\t18.035\n",
      "127\t300   \t15.9517\t0.597467\t14.029\t18.069\n",
      "128\t300   \t15.9372\t0.584793\t14.071\t17.125\n",
      "129\t300   \t15.9396\t0.585392\t14.051\t18.047\n",
      "130\t300   \t15.9315\t0.600944\t13.073\t18.047\n",
      "131\t300   \t15.9553\t0.684597\t13.069\t18.051\n",
      "132\t300   \t15.9491\t0.710528\t14.065\t18.065\n",
      "133\t300   \t15.854 \t0.768975\t13.115\t18.065\n",
      "134\t300   \t15.8303\t0.821816\t13.061\t18.097\n",
      "135\t300   \t15.7599\t0.826818\t13.069\t17.143\n",
      "136\t300   \t15.8165\t0.813521\t13.069\t17.181\n",
      "137\t300   \t15.8428\t0.840358\t13.069\t18.045\n",
      "138\t300   \t15.8103\t0.808531\t13.061\t18.057\n",
      "139\t300   \t15.799 \t0.80696 \t13.091\t18.049\n",
      "140\t300   \t15.7591\t0.82576 \t13.111\t18.077\n",
      "141\t300   \t15.7114\t0.812787\t13.057\t18.079\n",
      "142\t300   \t15.6776\t0.741175\t13.115\t17.155\n",
      "143\t300   \t15.6527\t0.759181\t13.061\t18.095\n",
      "144\t300   \t15.6833\t0.806188\t12.113\t18.095\n",
      "145\t300   \t15.7523\t0.810386\t13.109\t19.049\n",
      "146\t300   \t15.8533\t0.916664\t13.121\t19.049\n",
      "147\t300   \t15.9127\t0.900852\t13.121\t19.049\n",
      "148\t300   \t15.8893\t0.843298\t13.145\t18.089\n",
      "149\t300   \t15.8184\t0.757322\t14.041\t17.157\n",
      "150\t300   \t15.8495\t0.801441\t13.095\t18.067\n",
      "151\t300   \t15.8178\t0.810654\t13.095\t18.035\n",
      "152\t300   \t15.8831\t0.818381\t13.095\t19.103\n",
      "153\t300   \t15.8747\t0.749391\t13.101\t18.101\n",
      "154\t300   \t15.9133\t0.864846\t12.189\t19.099\n",
      "155\t300   \t15.8616\t0.912447\t12.189\t18.107\n",
      "156\t300   \t15.8392\t1.00182 \t12.171\t18.107\n",
      "157\t300   \t15.8536\t0.987652\t12.171\t19.117\n",
      "158\t300   \t15.812 \t0.89067 \t12.171\t19.117\n",
      "159\t300   \t15.8447\t0.977299\t12.171\t19.119\n",
      "160\t300   \t15.9027\t0.998026\t12.175\t19.119\n",
      "161\t300   \t15.8062\t1.06247 \t12.175\t20.125\n",
      "162\t300   \t15.8301\t1.04432 \t12.117\t20.125\n",
      "163\t300   \t15.7709\t1.14451 \t12.123\t20.129\n",
      "164\t300   \t15.7113\t1.15428 \t12.199\t20.129\n",
      "165\t300   \t15.7244\t1.16615 \t12.213\t20.121\n",
      "166\t300   \t15.7177\t1.08953 \t12.211\t20.121\n",
      "167\t300   \t15.7396\t0.995783\t12.211\t18.121\n",
      "168\t300   \t15.6981\t1.01422 \t12.215\t18.125\n",
      "169\t300   \t15.68  \t0.998005\t12.221\t19.107\n",
      "170\t300   \t15.5769\t1.02888 \t12.221\t19.111\n",
      "171\t300   \t15.5317\t1.03586 \t13.095\t17.285\n",
      "172\t300   \t15.6021\t0.976984\t13.101\t18.095\n",
      "173\t300   \t15.5931\t1.00308 \t13.101\t17.323\n",
      "174\t300   \t15.5051\t0.986578\t12.101\t18.119\n",
      "175\t300   \t15.6198\t0.985263\t12.095\t18.145\n",
      "176\t300   \t15.5687\t0.934193\t12.101\t19.159\n",
      "177\t300   \t15.5203\t0.921783\t12.105\t17.271\n",
      "178\t300   \t15.5013\t0.962253\t12.105\t18.193\n",
      "179\t300   \t15.4587\t1.05837 \t12.105\t18.195\n",
      "180\t300   \t15.5506\t1.03698 \t12.113\t18.195\n",
      "181\t300   \t15.4624\t1.11627 \t12.113\t19.123\n",
      "182\t300   \t15.357 \t1.13836 \t12.117\t19.123\n",
      "183\t300   \t15.345 \t1.14251 \t11.123\t19.229\n",
      "184\t300   \t15.412 \t1.11053 \t12.129\t18.193\n",
      "185\t300   \t15.4656\t1.17143 \t12.113\t18.103\n",
      "186\t300   \t15.5686\t1.17483 \t13.125\t18.149\n",
      "187\t300   \t15.5679\t1.17724 \t12.159\t18.149\n",
      "188\t300   \t15.4691\t1.22365 \t12.127\t18.149\n",
      "189\t300   \t15.4161\t1.16579 \t12.129\t18.117\n",
      "190\t300   \t15.4791\t1.06463 \t12.149\t19.117\n",
      "191\t300   \t15.4375\t1.17817 \t12.149\t18.201\n",
      "192\t300   \t15.3649\t1.17932 \t12.149\t18.105\n",
      "193\t300   \t15.2569\t1.22362 \t12.153\t18.313\n",
      "194\t300   \t15.1386\t1.15718 \t12.153\t17.355\n",
      "195\t300   \t15.0495\t1.16451 \t12.119\t18.021\n",
      "196\t300   \t15.0676\t1.23341 \t12.149\t18.311\n",
      "197\t300   \t14.9796\t1.23412 \t12.151\t18.315\n",
      "198\t300   \t15.0656\t1.17212 \t12.157\t18.191\n",
      "199\t300   \t15.136 \t1.2192  \t11.161\t18.255\n",
      "200\t300   \t15.2085\t1.35392 \t11.161\t19.185\n",
      "201\t300   \t15.1197\t1.3358  \t11.127\t19.185\n",
      "202\t300   \t15.2298\t1.31652 \t12.169\t19.183\n",
      "203\t300   \t15.2471\t1.39013 \t12.169\t19.179\n",
      "204\t300   \t15.1075\t1.4208  \t12.175\t19.179\n",
      "205\t300   \t14.9501\t1.4     \t11.221\t18.255\n",
      "206\t300   \t14.9155\t1.45161 \t11.209\t18.257\n",
      "207\t300   \t14.9256\t1.43564 \t11.207\t18.259\n",
      "208\t300   \t14.9955\t1.35018 \t11.207\t18.399\n",
      "209\t300   \t14.9885\t1.35312 \t11.215\t18.397\n",
      "210\t300   \t14.8796\t1.3562  \t11.217\t18.403\n",
      "211\t300   \t14.8984\t1.36235 \t11.223\t18.403\n",
      "212\t300   \t14.7447\t1.38106 \t11.223\t18.265\n",
      "213\t300   \t14.7192\t1.47322 \t11.223\t18.263\n",
      "214\t300   \t14.7225\t1.43303 \t11.223\t18.263\n",
      "215\t300   \t14.6721\t1.46779 \t11.227\t18.263\n",
      "216\t300   \t14.6913\t1.42149 \t11.217\t18.263\n",
      "217\t300   \t14.6377\t1.45731 \t11.211\t18.269\n",
      "218\t300   \t14.5455\t1.44437 \t11.215\t18.271\n",
      "219\t300   \t14.414 \t1.49366 \t11.215\t18.277\n",
      "220\t300   \t14.2833\t1.42491 \t11.221\t17.197\n",
      "221\t300   \t14.2772\t1.42164 \t11.181\t17.083\n",
      "222\t300   \t14.1629\t1.37789 \t11.183\t17.115\n",
      "223\t300   \t13.9904\t1.37829 \t11.183\t18.235\n",
      "224\t300   \t14.132 \t1.48239 \t11.183\t18.347\n",
      "225\t300   \t14.223 \t1.47109 \t11.171\t18.233\n",
      "226\t300   \t14.1459\t1.4638  \t11.171\t18.233\n",
      "227\t300   \t14.0667\t1.39539 \t11.235\t18.073\n",
      "228\t300   \t14.0965\t1.4154  \t12.131\t18.285\n",
      "229\t300   \t13.9834\t1.40324 \t12.129\t18.281\n",
      "230\t300   \t14.0526\t1.45804 \t12.109\t18.279\n",
      "231\t300   \t13.9649\t1.43993 \t11.195\t17.157\n",
      "232\t300   \t13.9644\t1.38983 \t11.189\t17.309\n",
      "233\t300   \t14.0756\t1.40278 \t11.189\t18.031\n",
      "234\t300   \t13.9534\t1.31996 \t12.247\t18.031\n",
      "235\t300   \t13.9646\t1.24016 \t12.229\t17.123\n",
      "236\t300   \t13.9763\t1.277   \t12.201\t17.123\n",
      "237\t300   \t13.9789\t1.30932 \t12.219\t17.129\n",
      "238\t300   \t13.9035\t1.25163 \t12.233\t17.143\n",
      "239\t300   \t13.8525\t1.24611 \t11.199\t17.281\n",
      "240\t300   \t13.9344\t1.25391 \t12.215\t17.159\n",
      "241\t300   \t13.9866\t1.3828  \t12.205\t18.457\n",
      "242\t300   \t13.8422\t1.34461 \t11.231\t18.177\n",
      "243\t300   \t13.9902\t1.2983  \t11.229\t18.189\n",
      "244\t300   \t13.9362\t1.28434 \t11.223\t18.169\n",
      "245\t300   \t13.8852\t1.29858 \t9.219 \t18.169\n",
      "246\t300   \t13.8443\t1.28847 \t9.219 \t18.169\n",
      "247\t300   \t13.7897\t1.1422  \t12.231\t18.173\n",
      "248\t300   \t13.8894\t1.13396 \t11.337\t17.189\n",
      "249\t300   \t13.8521\t1.1443  \t12.233\t17.127\n",
      "250\t300   \t13.811 \t1.12046 \t12.233\t17.127\n",
      "251\t300   \t13.899 \t1.12297 \t12.211\t17.119\n",
      "252\t300   \t14.021 \t1.27672 \t11.245\t17.243\n",
      "253\t300   \t14.0821\t1.27467 \t11.245\t17.239\n",
      "254\t300   \t14.1045\t1.27527 \t11.245\t17.181\n",
      "255\t300   \t14.1418\t1.24584 \t11.245\t17.187\n",
      "256\t300   \t13.9747\t1.07109 \t11.245\t17.157\n",
      "257\t300   \t14.1527\t1.13317 \t12.147\t18.091\n",
      "258\t300   \t13.9808\t1.08842 \t11.263\t17.135\n",
      "259\t300   \t14.2064\t1.13388 \t12.205\t17.133\n",
      "260\t300   \t14.327 \t1.18046 \t12.303\t18.087\n",
      "261\t300   \t14.2498\t1.19845 \t12.303\t17.137\n",
      "262\t300   \t14.2453\t1.18929 \t12.283\t17.039\n",
      "263\t300   \t14.1671\t1.15689 \t12.163\t17.145\n",
      "264\t300   \t14.1856\t1.21406 \t11.387\t17.203\n",
      "265\t300   \t14.1239\t1.23077 \t11.321\t17.203\n",
      "266\t300   \t14.0995\t1.24884 \t11.409\t17.361\n",
      "267\t300   \t14.008 \t1.19753 \t11.431\t17.361\n",
      "268\t300   \t14.0827\t1.30935 \t11.435\t17.323\n",
      "269\t300   \t14.1002\t1.25551 \t11.417\t18.293\n",
      "270\t300   \t14.1044\t1.25167 \t11.417\t18.113\n",
      "271\t300   \t14.0331\t1.22478 \t11.331\t18.119\n",
      "272\t300   \t14.0545\t1.27324 \t11.331\t17.325\n",
      "273\t300   \t13.9906\t1.27401 \t11.447\t17.191\n",
      "274\t300   \t14.0485\t1.2663  \t11.443\t18.157\n",
      "275\t300   \t14.0994\t1.24071 \t11.455\t17.191\n",
      "276\t300   \t14.1594\t1.26981 \t11.439\t17.337\n",
      "277\t300   \t14.2503\t1.29602 \t11.365\t17.201\n",
      "278\t300   \t14.2812\t1.23741 \t11.351\t17.197\n",
      "279\t300   \t14.1551\t1.28036 \t11.225\t17.199\n",
      "280\t300   \t14.117 \t1.31201 \t10.231\t18.191\n",
      "281\t300   \t14.1654\t1.3779  \t10.231\t18.205\n",
      "282\t300   \t14.1767\t1.4132  \t10.231\t17.331\n",
      "283\t300   \t14.2839\t1.3811  \t10.231\t19.041\n",
      "284\t300   \t14.1352\t1.35806 \t10.237\t19.043\n",
      "285\t300   \t14.158 \t1.34583 \t11.483\t19.059\n",
      "286\t300   \t14.1351\t1.31173 \t11.387\t19.059\n",
      "287\t300   \t14.2027\t1.31849 \t11.387\t18.321\n",
      "288\t300   \t14.1346\t1.24107 \t11.381\t17.305\n",
      "289\t300   \t14.1495\t1.24351 \t11.381\t17.023\n",
      "290\t300   \t14.2174\t1.26637 \t11.373\t17.407\n",
      "291\t300   \t14.1938\t1.24266 \t11.373\t17.433\n",
      "292\t300   \t14.1814\t1.19794 \t11.395\t17.431\n",
      "293\t300   \t14.1876\t1.23458 \t11.395\t17.305\n",
      "294\t300   \t14.031 \t1.22268 \t11.425\t16.627\n",
      "295\t300   \t13.9305\t1.17482 \t11.425\t17.235\n",
      "296\t300   \t14.0404\t1.21864 \t11.439\t17.239\n",
      "297\t300   \t14.0147\t1.21944 \t11.443\t17.251\n",
      "298\t300   \t13.8867\t1.17911 \t11.443\t17.493\n",
      "299\t300   \t13.9328\t1.25414 \t11.443\t17.499\n",
      "300\t300   \t13.8152\t1.22755 \t11.401\t18.269\n",
      "301\t300   \t13.7223\t1.19232 \t11.463\t18.267\n",
      "302\t300   \t13.7199\t1.21396 \t11.471\t18.219\n",
      "303\t300   \t13.7554\t1.22918 \t11.375\t18.221\n",
      "304\t300   \t13.8148\t1.25792 \t11.355\t18.221\n",
      "305\t300   \t13.8613\t1.19989 \t11.355\t18.221\n",
      "306\t300   \t13.7669\t1.1245  \t11.355\t18.091\n",
      "307\t300   \t13.8335\t1.25724 \t11.355\t19.069\n",
      "308\t300   \t13.7434\t1.11853 \t11.355\t19.069\n",
      "309\t300   \t13.6659\t0.964639\t11.355\t18.071\n",
      "310\t300   \t13.6433\t1.04099 \t11.365\t18.071\n",
      "311\t300   \t13.556 \t1.03323 \t11.325\t17.257\n",
      "312\t300   \t13.669 \t1.07429 \t11.383\t17.259\n",
      "313\t300   \t13.6734\t1.16187 \t11.383\t17.815\n",
      "314\t300   \t13.7176\t1.13219 \t12.197\t17.815\n",
      "315\t300   \t13.7573\t1.16664 \t12.185\t17.821\n",
      "316\t300   \t13.9238\t1.30361 \t11.315\t17.823\n",
      "317\t300   \t14.0289\t1.32662 \t11.287\t17.823\n",
      "318\t300   \t13.992 \t1.23635 \t11.287\t17.821\n",
      "319\t300   \t14.0634\t1.318   \t11.323\t17.821\n",
      "320\t300   \t14.0267\t1.301   \t11.323\t17.813\n",
      "321\t300   \t14.0102\t1.29437 \t11.325\t17.813\n",
      "322\t300   \t13.9042\t1.28089 \t11.273\t17.327\n",
      "323\t300   \t14.1506\t1.35557 \t11.321\t17.395\n",
      "324\t300   \t14.1079\t1.43077 \t11.305\t18.161\n",
      "325\t300   \t14.1131\t1.4209  \t11.311\t17.407\n",
      "326\t300   \t14.1039\t1.43504 \t11.311\t17.407\n",
      "327\t300   \t14.1504\t1.43527 \t11.311\t17.333\n",
      "328\t300   \t14.2118\t1.36272 \t11.333\t17.117\n",
      "329\t300   \t14.1283\t1.34669 \t11.327\t17.231\n",
      "330\t300   \t14.0985\t1.36782 \t11.313\t17.597\n",
      "331\t300   \t14.0595\t1.28959 \t11.247\t18.075\n",
      "332\t300   \t14.1027\t1.37106 \t11.249\t18.089\n",
      "333\t300   \t14.1042\t1.29805 \t11.337\t17.757\n",
      "334\t300   \t14.0235\t1.31396 \t10.533\t17.641\n",
      "335\t300   \t13.8718\t1.33149 \t10.529\t18.153\n",
      "336\t300   \t13.9351\t1.46701 \t10.521\t18.197\n",
      "337\t300   \t13.9901\t1.45887 \t10.521\t17.359\n",
      "338\t300   \t13.8909\t1.39151 \t10.525\t18.135\n",
      "339\t300   \t13.8634\t1.35296 \t10.543\t18.135\n",
      "340\t300   \t13.8359\t1.37868 \t10.541\t17.147\n",
      "341\t300   \t13.8265\t1.388   \t10.541\t17.145\n",
      "342\t300   \t13.7291\t1.3724  \t10.543\t17.145\n",
      "343\t300   \t13.8072\t1.46086 \t10.539\t18.203\n",
      "344\t300   \t13.7815\t1.31503 \t11.283\t17.265\n",
      "345\t300   \t13.703 \t1.37018 \t10.313\t17.191\n",
      "346\t300   \t13.6143\t1.42764 \t10.313\t17.169\n",
      "347\t300   \t13.6514\t1.47975 \t10.313\t17.293\n",
      "348\t300   \t13.6586\t1.4479  \t10.313\t17.263\n",
      "349\t300   \t13.5683\t1.39619 \t10.313\t17.193\n",
      "350\t300   \t13.5388\t1.40094 \t10.283\t17.549\n",
      "351\t300   \t13.6482\t1.55439 \t10.273\t17.551\n",
      "352\t300   \t13.6208\t1.54802 \t10.269\t17.555\n",
      "353\t300   \t13.6253\t1.62218 \t10.259\t18.547\n",
      "354\t300   \t13.4142\t1.54844 \t10.261\t18.547\n",
      "355\t300   \t13.4264\t1.59953 \t10.261\t18.291\n",
      "356\t300   \t13.4059\t1.5867  \t10.247\t18.265\n",
      "357\t300   \t13.3935\t1.60995 \t10.247\t18.347\n",
      "358\t300   \t13.35  \t1.56556 \t10.207\t18.345\n",
      "359\t300   \t13.3413\t1.57542 \t10.203\t18.369\n",
      "360\t300   \t13.3787\t1.50034 \t10.209\t16.563\n",
      "361\t300   \t13.3172\t1.52533 \t10.209\t17.591\n",
      "362\t300   \t13.2396\t1.60559 \t10.207\t17.591\n",
      "363\t300   \t13.2489\t1.49108 \t10.207\t16.505\n",
      "364\t300   \t13.1643\t1.43931 \t10.235\t16.525\n",
      "365\t300   \t13.1809\t1.44245 \t10.241\t16.529\n",
      "366\t300   \t13.1376\t1.47206 \t10.233\t17.105\n",
      "367\t300   \t13.2597\t1.47752 \t10.239\t16.315\n",
      "368\t300   \t13.3462\t1.44634 \t10.237\t16.317\n",
      "369\t300   \t13.5472\t1.45675 \t10.315\t17.401\n",
      "370\t300   \t13.5142\t1.48709 \t10.315\t17.401\n",
      "371\t300   \t13.5129\t1.488   \t10.319\t17.339\n",
      "372\t300   \t13.4822\t1.39115 \t10.447\t17.235\n",
      "373\t300   \t13.6026\t1.39291 \t10.357\t17.225\n",
      "374\t300   \t13.6287\t1.35987 \t11.183\t17.225\n",
      "375\t300   \t13.7444\t1.38309 \t11.235\t17.227\n",
      "376\t300   \t13.6408\t1.43461 \t11.235\t17.065\n",
      "377\t300   \t13.7556\t1.55627 \t11.235\t17.123\n",
      "378\t300   \t13.6518\t1.47939 \t11.233\t17.081\n",
      "379\t300   \t13.6836\t1.54729 \t11.229\t18.067\n",
      "380\t300   \t13.7328\t1.64391 \t11.213\t18.301\n",
      "381\t300   \t13.5917\t1.53818 \t11.211\t17.293\n",
      "382\t300   \t13.7193\t1.64766 \t11.211\t18.087\n",
      "383\t300   \t13.7025\t1.63883 \t10.307\t20.453\n",
      "384\t300   \t13.61  \t1.56256 \t11.251\t17.379\n",
      "385\t300   \t13.6775\t1.55612 \t11.235\t17.383\n",
      "386\t300   \t13.5793\t1.49061 \t11.219\t17.087\n",
      "387\t300   \t13.5132\t1.54424 \t10.291\t18.395\n",
      "388\t300   \t13.5466\t1.65788 \t10.287\t18.395\n",
      "389\t300   \t13.5598\t1.57956 \t10.293\t18.151\n",
      "390\t300   \t13.6175\t1.5835  \t10.257\t18.151\n",
      "391\t300   \t13.6771\t1.615   \t10.255\t18.185\n",
      "392\t300   \t13.7872\t1.71813 \t10.255\t18.499\n",
      "393\t300   \t13.7572\t1.71827 \t10.287\t18.505\n",
      "394\t300   \t13.5935\t1.71082 \t10.297\t17.307\n",
      "395\t300   \t13.5168\t1.77606 \t10.297\t18.095\n",
      "396\t300   \t13.4128\t1.65155 \t10.299\t17.307\n",
      "397\t300   \t13.4547\t1.54601 \t10.295\t17.231\n",
      "398\t300   \t13.4928\t1.4974  \t10.255\t17.209\n",
      "399\t300   \t13.4917\t1.51354 \t10.209\t17.211\n",
      "400\t300   \t13.6577\t1.63154 \t10.209\t18.301\n"
     ]
    }
   ],
   "source": [
    "pop, stats, hof = fiveparity.main()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(9.219,)\n"
     ]
    },
    {
     "data": {
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       "f6HhPKSSKBY/AAAAAElFTkSuQmCC\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x109035f28>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ind = hof[0]\n",
    "print(ind.fitness)\n",
    "draw(ind)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(10.203,)\n"
     ]
    },
    {
     "data": {
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      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10972bf28>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ind = hof[1]\n",
    "print(ind.fitness)\n",
    "draw(ind)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "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": "3.4.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}