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Jaya updated for 100 runs #4

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Jaya updated for 100 runs #4

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30 changes: 16 additions & 14 deletions Jaya_Updated.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@
},
{
"cell_type": "code",
"execution_count": 2,
"execution_count": 8,
"id": "31e3a818",
"metadata": {},
"outputs": [],
Expand Down Expand Up @@ -86,7 +86,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": 9,
"id": "082adacd",
"metadata": {},
"outputs": [],
Expand All @@ -97,30 +97,32 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 7,
"id": "84a61b5a",
"metadata": {},
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Sphere\t ==> Min = 2.675878513351252 Max = 5.999913956402348 Mean = 4.256207176084625\n",
"Schwefel_2_22\t ==> Min = -9.999999999999999e+29 Max = -1.2278587720525254e+29 Mean = -5.191988759103761e+29\n",
"Schwefel_1_2\t ==> Min = 78.12023839995122 Max = 604.0510075984497 Mean = 208.70670105349356\n",
"Rosenbrock\t ==> Min = 290.51799128207296 Max = 396.68468422067656 Mean = 336.6324630285438\n",
"Step\t ==> Min = 8.092118427699807 Max = 16.23563751227735 Mean = 11.197343365838721\n",
"Quartic_with_noise\t ==> Min = 22.809942513658214 Max = 55.54994751740249 Mean = 35.60112661137922\n",
"Ackley\t ==> Min = 2.7036659088179964 Max = 3.3724744310274812 Mean = 3.051022665817203\n",
"SumSquare\t ==> Min = 46.49018976688197 Max = 78.77051985830745 Mean = 59.59225876499098\n"
"Sphere\t ==> Min = 41663.96113783932 Max = 66717.6917913425 Mean = 55284.130751138546\n",
"Schwefel_2_22\t ==> Min = -9.999999999999999e+29 Max = -1.1155386146585538e+29 Mean = -5.3545208954595605e+29\n",
"Schwefel_1_2\t ==> Min = 662669.6768064382 Max = 1340511.7899881355 Mean = 1079752.3276382936\n",
"Rosenbrock\t ==> Min = 74831594.71175182 Max = 252283657.2182821 Mean = 179501755.54120886\n",
"Step\t ==> Min = 37807.04764719771 Max = 65680.4502439344 Mean = 54716.209449727015\n",
"Quartic_with_noise\t ==> Min = 1766637589.0963202 Max = 5152593573.628827 Mean = 3255741983.269941\n",
"Ackley\t ==> Min = 19.678119137505508 Max = 20.076964064015687 Mean = 19.962966994614888\n",
"SumSquare\t ==> Min = 4334.140522216574 Max = 9329.317803266262 Mean = 7603.140717286845\n"
]
}
],
"source": [
"for i in function:\n",
" func=i()\n",
" values=np.empty(30)\n",
" for l in range(30):\n",
" values=np.empty(100)\n",
" for l in range(100):\n",
" lb = np.array([func.range[0]]).repeat(func.dim)\n",
" ub = np.array([func.range[1]]).repeat(func.dim)\n",
" jaya = Jaya()\n",
Expand Down