ADFFiveParity.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "from app.ourMods import adfdraw\n",
    "from app.adffiveparity import main"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "gen\tavg    \tstd     \tmin   \tmax   \n",
      "0  \t16.0325\t0.316979\t15.016\t17.056\n",
      "1  \t16.0115\t0.364667\t15.016\t18.038\n",
      "2  \t15.9685\t0.359798\t15.016\t18.054\n",
      "3  \t15.964 \t0.4323  \t15.016\t18.058\n",
      "4  \t15.9639\t0.409644\t15.022\t18.04 \n",
      "5  \t15.943 \t0.376525\t14.03 \t17.07 \n",
      "6  \t15.9602\t0.355897\t15.022\t17.054\n",
      "7  \t15.9277\t0.462429\t13.036\t20.034\n",
      "8  \t15.9642\t0.416359\t15.018\t20.034\n",
      "9  \t15.9612\t0.411143\t15.018\t20.034\n",
      "10 \t15.9514\t0.402254\t15.018\t17.078\n",
      "11 \t15.9414\t0.394555\t15.018\t17.082\n",
      "12 \t15.9955\t0.359878\t15.028\t17.07 \n",
      "13 \t16.0066\t0.390227\t14.062\t17.07 \n",
      "14 \t16.0254\t0.389561\t15.028\t17.098\n",
      "15 \t16.0307\t0.386842\t15.026\t17.098\n",
      "16 \t16.0131\t0.331205\t15.026\t18.038\n",
      "17 \t15.9986\t0.295489\t14.032\t17.098\n",
      "18 \t15.9809\t0.318791\t15.03 \t18.054\n",
      "19 \t15.9919\t0.28904 \t15.02 \t17.06 \n",
      "20 \t16.0006\t0.310588\t15.028\t18.05 \n",
      "21 \t16.02  \t0.297168\t14.026\t18.05 \n",
      "22 \t16.0094\t0.339323\t14.026\t18.05 \n",
      "23 \t16     \t0.497373\t8.03  \t18.09 \n",
      "24 \t16.0188\t0.488541\t8.03  \t18.056\n",
      "25 \t15.9827\t0.592978\t8.03  \t18.05 \n",
      "26 \t16.0496\t0.452278\t15.02 \t21.042\n",
      "27 \t16.0538\t0.375272\t14.092\t18.086\n",
      "28 \t16.0492\t0.427123\t14.092\t18.078\n",
      "29 \t16.0477\t0.448202\t14.092\t18.084\n",
      "30 \t16.0334\t0.471669\t14.092\t19.072\n",
      "31 \t16.0215\t0.546972\t14.092\t19.082\n",
      "32 \t15.9964\t0.615336\t13.088\t19.086\n",
      "33 \t15.9567\t0.521007\t12.086\t19.082\n",
      "34 \t15.9906\t0.544916\t14.092\t20.062\n",
      "35 \t15.984 \t0.45852 \t14.068\t19.082\n",
      "36 \t15.9924\t0.490379\t14.068\t19.088\n",
      "37 \t15.9449\t0.479084\t13.096\t18.046\n",
      "38 \t15.9353\t0.495303\t13.096\t18.07 \n",
      "39 \t15.9089\t0.514136\t13.096\t18.046\n",
      "40 \t15.8808\t0.677262\t10.108\t18.096\n",
      "41 \t15.8584\t0.751086\t10.108\t18.084\n",
      "42 \t15.8521\t0.706428\t10.108\t18.088\n",
      "43 \t15.8918\t0.636826\t10.108\t18.088\n",
      "44 \t15.8969\t0.537442\t13.096\t18.088\n",
      "45 \t15.9448\t0.532194\t14.078\t19.09 \n",
      "46 \t15.9642\t0.452506\t14.09 \t18.088\n",
      "47 \t16.0146\t0.436886\t14.094\t19.09 \n",
      "48 \t16.0256\t0.418564\t14.094\t18.048\n",
      "49 \t16.0664\t0.438169\t14.094\t18.066\n",
      "50 \t16.0499\t0.440091\t14.094\t18.048\n",
      "51 \t16.0341\t0.410171\t14.094\t17.124\n",
      "52 \t16.04  \t0.442454\t14.1  \t18.062\n",
      "53 \t16.0335\t0.467104\t14.054\t18.102\n",
      "54 \t16.0553\t0.445049\t14.1  \t18.09 \n",
      "55 \t16.0414\t0.466462\t12.098\t18.09 \n",
      "56 \t15.9981\t0.534744\t12.098\t18.042\n",
      "57 \t15.995 \t0.52205 \t12.104\t18.06 \n",
      "58 \t15.9761\t0.656104\t10.064\t20.028\n",
      "59 \t15.9472\t0.648824\t12.104\t20.028\n",
      "60 \t16.0288\t0.836115\t11.118\t22.102\n",
      "61 \t15.9987\t0.809436\t11.124\t22.102\n",
      "62 \t16.0069\t0.54349 \t12.104\t19.1  \n",
      "63 \t16.0057\t0.536451\t12.104\t19.1  \n",
      "64 \t16.0717\t0.567691\t12.104\t20.114\n",
      "65 \t16.0557\t0.501478\t12.104\t18.076\n",
      "66 \t16.0598\t0.469646\t12.112\t18.078\n",
      "67 \t16.0307\t0.63254 \t12.094\t18.116\n",
      "68 \t16.024 \t0.602289\t12.094\t18.122\n",
      "69 \t16.0279\t0.655272\t12.094\t20.116\n",
      "70 \t16.0292\t0.626181\t12.094\t20.116\n",
      "71 \t16.0321\t0.619611\t12.096\t20.116\n",
      "72 \t16.0269\t0.49066 \t12.118\t20.116\n",
      "73 \t16.0461\t0.516282\t12.118\t20.116\n",
      "74 \t16.023 \t0.54974 \t12.118\t20.122\n",
      "75 \t16.0519\t0.562719\t12.118\t20.122\n",
      "76 \t16.0335\t0.482615\t12.118\t20.116\n",
      "77 \t15.9845\t0.386478\t14.104\t18.124\n",
      "78 \t16.0086\t0.363221\t14.112\t18.126\n",
      "79 \t15.983 \t0.409626\t14.116\t18.13 \n",
      "80 \t15.9758\t0.426393\t14.116\t18.13 \n",
      "81 \t15.9907\t0.422479\t14.098\t18.13 \n",
      "82 \t15.9935\t0.464744\t13.112\t18.132\n",
      "83 \t15.9905\t0.435287\t12.11 \t18.13 \n",
      "84 \t15.9734\t0.511914\t12.11 \t18.134\n",
      "85 \t15.9658\t0.501605\t11.124\t17.13 \n",
      "86 \t15.9688\t0.493966\t11.124\t17.13 \n",
      "87 \t16.0016\t0.447847\t11.13 \t18.09 \n",
      "88 \t16.0342\t0.401149\t14.104\t18.09 \n",
      "89 \t16.0043\t0.410292\t14.064\t18.09 \n",
      "90 \t15.9984\t0.425889\t13.11 \t17.134\n",
      "91 \t15.9793\t0.435714\t13.11 \t17.14 \n",
      "92 \t15.9911\t0.432806\t13.11 \t17.138\n",
      "93 \t15.9207\t0.568446\t11.072\t17.138\n",
      "94 \t15.9921\t0.584341\t11.072\t19.132\n",
      "95 \t15.9847\t0.544407\t11.072\t19.132\n",
      "96 \t16.0014\t0.539509\t11.072\t19.132\n",
      "97 \t15.9808\t0.649282\t11.072\t19.132\n",
      "98 \t15.9775\t0.695775\t11.072\t20.076\n",
      "99 \t16.0038\t0.637555\t11.072\t20.076\n",
      "100\t15.9657\t0.731336\t11.072\t18.08 \n",
      "101\t15.9792\t0.740673\t11.072\t18.11 \n",
      "102\t15.9792\t0.665894\t11.072\t18.114\n",
      "103\t15.9782\t0.734167\t11.072\t18.116\n",
      "104\t15.9731\t0.716464\t11.076\t18.114\n",
      "105\t16.0229\t0.642233\t11.076\t18.118\n",
      "106\t16.0316\t0.710546\t11.078\t18.124\n",
      "107\t15.9641\t0.724353\t11.078\t18.124\n",
      "108\t15.9616\t0.706066\t11.078\t17.128\n",
      "109\t15.9691\t0.686893\t11.078\t20.064\n",
      "110\t15.9172\t0.710602\t11.078\t17.122\n",
      "111\t15.8368\t0.796671\t11.08 \t17.118\n",
      "112\t15.9096\t0.710681\t11.09 \t17.132\n",
      "113\t15.9191\t0.749702\t9.092 \t17.116\n",
      "114\t15.8819\t0.707804\t11.09 \t17.116\n",
      "115\t15.8613\t0.89165 \t11.09 \t18.114\n",
      "116\t15.8589\t0.914152\t11.092\t18.118\n",
      "117\t15.8674\t0.946181\t11.088\t18.118\n",
      "118\t15.8687\t0.986733\t11.084\t18.118\n",
      "119\t15.902 \t0.982324\t11.072\t20.11 \n",
      "120\t15.8558\t1.06272 \t11.072\t20.116\n",
      "121\t15.8371\t1.13438 \t10.096\t20.114\n",
      "122\t15.7586\t1.20961 \t10.096\t21.106\n",
      "123\t15.7862\t1.18902 \t10.1  \t21.104\n",
      "124\t15.791 \t1.06284 \t10.1  \t21.104\n",
      "125\t15.7117\t1.14373 \t10.096\t18.102\n",
      "126\t15.7562\t1.0238  \t10.1  \t17.134\n",
      "127\t15.7402\t0.994475\t11.078\t17.142\n",
      "128\t15.7322\t0.995978\t11.088\t17.142\n",
      "129\t15.7049\t1.01148 \t11.082\t17.13 \n",
      "130\t15.7493\t0.948613\t11.092\t17.124\n",
      "131\t15.7455\t1.01817 \t11.082\t17.126\n",
      "132\t15.6776\t1.12631 \t11.082\t17.128\n",
      "133\t15.638 \t1.19394 \t10.136\t17.096\n",
      "134\t15.5485\t1.23586 \t11.088\t17.132\n",
      "135\t15.6014\t1.37773 \t9.084 \t21.134\n",
      "136\t15.5676\t1.47157 \t10.114\t22.126\n",
      "137\t15.5158\t1.51306 \t7.138 \t22.126\n",
      "138\t15.3349\t1.67573 \t7.142 \t20.078\n",
      "139\t15.2635\t1.75766 \t7.142 \t20.078\n",
      "140\t15.1594\t1.89223 \t7.142 \t17.148\n",
      "141\t14.9286\t2.12827 \t7.138 \t20.124\n",
      "142\t14.8965\t2.14977 \t7.138 \t20.124\n",
      "143\t14.7501\t2.21041 \t6.142 \t18.144\n",
      "144\t14.6173\t2.35505 \t6.146 \t18.15 \n",
      "145\t14.4242\t2.61805 \t6.134 \t18.15 \n",
      "146\t14.3859\t2.62419 \t6.134 \t18.15 \n",
      "147\t14.2505\t2.80736 \t6.134 \t19.09 \n",
      "148\t13.7534\t3.06189 \t6.134 \t19.09 \n",
      "149\t13.3815\t3.2257  \t6.118 \t20.074\n",
      "150\t12.8858\t3.39792 \t6.118 \t20.074\n",
      "151\t12.5414\t3.49361 \t6.132 \t17.144\n",
      "152\t12.1697\t3.73574 \t6.134 \t18.132\n",
      "153\t11.5945\t3.73184 \t6.128 \t18.132\n",
      "154\t11.2803\t3.89166 \t6.13  \t18.132\n",
      "155\t10.9837\t3.72856 \t6.13  \t19.136\n",
      "156\t10.7768\t3.72934 \t6.128 \t19.136\n",
      "157\t10.2632\t3.60687 \t6.124 \t19.15 \n",
      "158\t10.0648\t3.53231 \t6.124 \t22.146\n",
      "159\t10.1494\t3.57565 \t6.118 \t20.158\n",
      "160\t10.2869\t3.71677 \t6.118 \t20.162\n",
      "161\t9.90593\t3.66225 \t6.12  \t18.156\n",
      "162\t9.91266\t3.74878 \t6.12  \t20.082\n",
      "163\t9.94969\t3.72446 \t6.126 \t18.152\n",
      "164\t9.82524\t3.62562 \t6.128 \t18.156\n",
      "165\t9.75561\t3.65622 \t6.11  \t18.158\n",
      "166\t9.4382 \t3.4485  \t6.11  \t17.166\n",
      "167\t9.54542\t3.47833 \t6.11  \t18.096\n",
      "168\t9.5149 \t3.49915 \t6.122 \t18.096\n",
      "169\t9.31554\t3.33806 \t6.124 \t18.188\n",
      "170\t9.68158\t3.56151 \t6.114 \t16.196\n",
      "171\t9.66365\t3.69474 \t6.114 \t18.108\n",
      "172\t9.41339\t3.4957  \t6.114 \t18.142\n",
      "173\t9.73829\t3.57347 \t6.114 \t20.136\n",
      "174\t9.79881\t3.68921 \t6.114 \t18.174\n",
      "175\t9.6264 \t3.59978 \t6.114 \t20.154\n",
      "176\t9.44883\t3.51576 \t6.12  \t18.202\n",
      "177\t9.59298\t3.46381 \t6.12  \t17.144\n",
      "178\t9.69404\t3.65346 \t6.12  \t20.122\n",
      "179\t9.44977\t3.63732 \t6.12  \t20.122\n",
      "180\t9.4109 \t3.54262 \t6.12  \t18.154\n",
      "181\t9.59214\t3.53225 \t6.12  \t18.132\n",
      "182\t9.27649\t3.33601 \t6.12  \t18.208\n",
      "183\t9.50226\t3.55298 \t6.12  \t18.204\n",
      "184\t9.52369\t3.46963 \t6.12  \t18.148\n",
      "185\t9.27682\t3.56076 \t4.228 \t22.098\n",
      "186\t9.43124\t3.53944 \t4.228 \t17.142\n",
      "187\t9.4767 \t3.60836 \t4.228 \t18.158\n",
      "188\t9.41924\t3.61429 \t4.228 \t18.17 \n",
      "189\t9.37444\t3.53406 \t4.226 \t18.178\n",
      "190\t9.16068\t3.55258 \t2.2   \t18.178\n",
      "191\t9.08681\t3.56473 \t2.2   \t18.194\n",
      "192\t9.11733\t3.63329 \t2.18  \t17.174\n",
      "193\t9.11067\t3.52693 \t2.18  \t17.178\n",
      "194\t8.96299\t3.65817 \t2.174 \t17.184\n",
      "195\t8.94008\t3.78245 \t2.174 \t20.202\n",
      "196\t8.53989\t3.69633 \t2.174 \t16.244\n",
      "197\t8.318  \t3.93756 \t2.18  \t20.114\n",
      "198\t7.70336\t3.93063 \t2.18  \t20.114\n",
      "199\t7.50772\t4.06892 \t2.16  \t16.234\n",
      "200\t6.78638\t4.18208 \t2.122 \t19.2  \n",
      "201\t6.17125\t4.32507 \t2.124 \t20.198\n",
      "202\t5.4433 \t3.89399 \t2.124 \t18.194\n",
      "203\t5.08155\t3.91472 \t2.124 \t18.19 \n",
      "204\t4.71562\t3.70862 \t2.116 \t16.246\n",
      "205\t5.03862\t4.0112  \t2.12  \t18.106\n",
      "206\t4.91298\t4.31397 \t2.124 \t24.164\n",
      "207\t4.74069\t4.14771 \t2.116 \t18.098\n",
      "208\t4.76832\t4.18166 \t2.124 \t19.18 \n",
      "209\t4.372  \t3.59442 \t2.124 \t18.212\n",
      "210\t4.59198\t3.82252 \t2.122 \t17.108\n",
      "211\t4.6467 \t4.12275 \t2.126 \t16.202\n",
      "212\t4.72108\t4.04586 \t2.12  \t16.214\n",
      "213\t4.83805\t4.1246  \t2.12  \t20.162\n",
      "214\t5.30452\t4.62101 \t2.12  \t20.162\n",
      "215\t4.66838\t3.98107 \t2.118 \t20.162\n",
      "216\t4.7337 \t3.87528 \t2.108 \t18.216\n",
      "217\t4.77842\t3.98818 \t2.118 \t16.214\n",
      "218\t4.63374\t3.92003 \t2.12  \t18.192\n",
      "219\t4.86184\t4.31199 \t2.128 \t18.226\n",
      "220\t4.34604\t3.61429 \t2.126 \t17.108\n",
      "221\t4.90208\t4.08052 \t2.128 \t16.224\n",
      "222\t4.58797\t3.65787 \t2.128 \t17.108\n",
      "223\t4.46913\t3.82155 \t1.188 \t16.218\n",
      "224\t5.1743 \t4.58979 \t1.188 \t21.224\n",
      "225\t4.7585 \t4.15686 \t1.222 \t18.178\n",
      "226\t4.84144\t4.2123  \t1.222 \t18.14 \n",
      "227\t4.53649\t4.18627 \t1.214 \t22.114\n",
      "228\t4.71148\t4.11553 \t1.208 \t24.12 \n",
      "229\t4.4589 \t3.88422 \t1.208 \t18.178\n",
      "230\t4.72737\t4.1681  \t1.148 \t20.146\n",
      "231\t4.84639\t4.4527  \t1.132 \t20.146\n",
      "232\t4.97784\t4.5622  \t1.132 \t20.146\n",
      "233\t4.21276\t3.87369 \t1.132 \t17.126\n",
      "234\t3.93036\t3.62129 \t1.132 \t18.226\n",
      "235\t4.29844\t3.99026 \t1.13  \t18.214\n",
      "236\t4.51938\t4.40067 \t1.13  \t18.214\n",
      "237\t4.4472 \t4.37187 \t1.136 \t18.126\n",
      "238\t4.11916\t4.25883 \t1.136 \t24.112\n",
      "239\t3.88281\t4.06598 \t1.128 \t19.234\n",
      "240\t4.35864\t4.54495 \t1.128 \t19.236\n",
      "241\t4.12215\t4.6951  \t1.126 \t19.238\n",
      "242\t4.32414\t4.84736 \t1.126 \t26.194\n",
      "243\t4.23866\t4.76747 \t1.126 \t26.194\n",
      "244\t3.86552\t4.41303 \t1.126 \t17.246\n",
      "245\t3.90112\t4.44604 \t1.126 \t17.148\n",
      "246\t3.4723 \t4.15186 \t1.114 \t18.13 \n",
      "247\t3.38214\t3.881   \t1.126 \t21.138\n",
      "248\t3.7212 \t4.25141 \t1.124 \t18.118\n",
      "249\t3.74674\t4.44302 \t1.124 \t17.116\n",
      "250\t3.6917 \t4.60624 \t1.122 \t18.114\n",
      "251\t3.11976\t3.87111 \t1.12  \t18.112\n",
      "252\t3.29086\t3.78497 \t1.122 \t18.136\n",
      "253\t3.63448\t4.22618 \t1.122 \t18.156\n",
      "254\t3.0015 \t3.7228  \t1.122 \t17.232\n",
      "255\t3.13028\t3.76867 \t1.122 \t17.164\n",
      "256\t3.45206\t4.12159 \t1.122 \t17.126\n",
      "257\t4.17631\t4.6724  \t1.122 \t18.114\n",
      "258\t3.70014\t4.2851  \t1.122 \t18.114\n",
      "259\t4.15858\t4.68523 \t1.122 \t25.238\n",
      "260\t3.64586\t4.64119 \t1.122 \t25.238\n",
      "261\t3.62213\t4.40516 \t1.122 \t17.14 \n",
      "262\t3.37788\t4.1755  \t0.21  \t17.144\n",
      "263\t3.14702\t3.59653 \t0.21  \t16.24 \n",
      "264\t3.79214\t4.43525 \t0.21  \t17.146\n",
      "265\t3.46169\t4.17737 \t0.214 \t18.164\n",
      "266\t3.85016\t4.60189 \t0.214 \t17.174\n",
      "267\t3.04811\t3.94393 \t0.158 \t17.118\n",
      "268\t2.99497\t3.90728 \t0.156 \t17.224\n",
      "269\t3.19081\t4.42592 \t0.156 \t17.168\n",
      "270\t2.73467\t4.16008 \t0.156 \t17.224\n",
      "271\t2.73095\t4.33645 \t0.154 \t17.234\n",
      "272\t1.92567\t3.50356 \t0.144 \t17.23 \n",
      "273\t1.5977 \t3.48222 \t0.144 \t17.222\n",
      "274\t1.77194\t3.56062 \t0.144 \t17.222\n",
      "275\t2.07492\t3.94806 \t0.144 \t18.228\n",
      "276\t1.71705\t3.4053  \t0.144 \t18.228\n",
      "277\t2.11923\t3.94698 \t0.148 \t16.236\n",
      "278\t2.32898\t4.14663 \t0.148 \t17.214\n",
      "279\t2.2078 \t4.19766 \t0.15  \t17.214\n",
      "280\t2.51533\t4.15744 \t0.15  \t18.17 \n",
      "281\t2.15091\t3.92529 \t0.146 \t18.17 \n",
      "282\t1.85338\t3.66433 \t0.15  \t17.156\n",
      "283\t1.76082\t3.53783 \t0.15  \t17.128\n",
      "284\t2.09809\t3.94937 \t0.15  \t17.252\n",
      "285\t2.04208\t3.98974 \t0.15  \t17.214\n",
      "286\t2.05241\t4.11117 \t0.15  \t18.228\n",
      "287\t2.02004\t3.77139 \t0.146 \t17.198\n",
      "288\t2.27677\t4.40252 \t0.15  \t18.216\n",
      "289\t2.38296\t4.56972 \t0.146 \t17.244\n",
      "290\t2.31916\t4.48739 \t0.136 \t17.246\n",
      "291\t2.33882\t4.31636 \t0.136 \t18.2  \n",
      "292\t2.19312\t4.13466 \t0.136 \t18.212\n",
      "293\t2.41651\t4.41643 \t0.136 \t17.178\n",
      "294\t1.98864\t3.79369 \t0.146 \t17.202\n",
      "295\t2.09736\t4.06315 \t0.146 \t17.248\n",
      "296\t2.42256\t4.46131 \t0.146 \t17.248\n",
      "297\t2.02706\t3.86922 \t0.13  \t17.156\n",
      "298\t1.65283\t3.50928 \t0.146 \t17.27 \n",
      "299\t1.86248\t3.60497 \t0.14  \t17.198\n",
      "300\t2.37884\t4.42386 \t0.146 \t24.164\n",
      "301\t2.60807\t4.51569 \t0.146 \t17.216\n",
      "302\t2.23198\t3.94971 \t0.144 \t17.258\n",
      "303\t2.17591\t4.30681 \t0.146 \t18.272\n",
      "304\t1.85862\t3.64158 \t0.146 \t17.238\n",
      "305\t1.92241\t4.02365 \t0.146 \t17.186\n",
      "306\t2.2664 \t4.49495 \t0.146 \t17.19 \n",
      "307\t2.03436\t4.25634 \t0.15  \t18.212\n",
      "308\t1.93831\t3.87141 \t0.15  \t18.176\n",
      "309\t1.93558\t3.99127 \t0.148 \t18.236\n",
      "310\t2.4235 \t4.48647 \t0.148 \t18.188\n",
      "311\t2.40364\t4.28558 \t0.142 \t18.182\n",
      "312\t2.91318\t4.93345 \t0.138 \t17.26 \n",
      "313\t2.01728\t3.86549 \t0.138 \t17.206\n",
      "314\t1.337  \t2.94001 \t0.138 \t17.202\n",
      "315\t2.11757\t4.09161 \t0.138 \t16.304\n",
      "316\t2.44386\t4.42341 \t0.138 \t17.176\n",
      "317\t2.94088\t5.09129 \t0.138 \t18.21 \n",
      "318\t2.65434\t4.61613 \t0.138 \t17.266\n",
      "319\t2.58536\t4.7128  \t0.138 \t17.298\n",
      "320\t1.95417\t3.72554 \t0.138 \t17.296\n",
      "321\t2.49722\t4.3912  \t0.138 \t17.21 \n",
      "322\t2.4337 \t4.67847 \t0.138 \t17.194\n",
      "323\t1.76593\t3.87324 \t0.144 \t17.268\n",
      "324\t2.34734\t4.35153 \t0.148 \t17.25 \n",
      "325\t2.91065\t5.04831 \t0.148 \t18.174\n",
      "326\t2.1949 \t4.32986 \t0.148 \t18.196\n",
      "327\t2.72094\t4.47173 \t0.152 \t17.22 \n",
      "328\t2.11624\t4.2334  \t0.148 \t18.292\n",
      "329\t2.50459\t4.55822 \t0.146 \t17.214\n",
      "330\t2.18907\t4.34517 \t0.148 \t20.144\n",
      "331\t2.04139\t4.10711 \t0.146 \t17.2  \n",
      "332\t1.95069\t3.62279 \t0.142 \t17.166\n",
      "333\t1.99925\t3.86713 \t0.154 \t17.186\n",
      "334\t2.32534\t4.64524 \t0.16  \t17.22 \n",
      "335\t1.97266\t3.74647 \t0.154 \t17.21 \n",
      "336\t1.94915\t4.10783 \t0.154 \t17.21 \n",
      "337\t2.42836\t4.44673 \t0.154 \t17.244\n",
      "338\t2.07933\t4.14257 \t0.152 \t17.186\n",
      "339\t1.9412 \t3.94878 \t0.152 \t17.168\n",
      "340\t2.07779\t3.82867 \t0.152 \t16.208\n",
      "341\t2.41248\t4.44701 \t0.152 \t17.198\n",
      "342\t2.58164\t4.5993  \t0.14  \t17.226\n",
      "343\t2.068  \t4.2434  \t0.14  \t17.192\n",
      "344\t2.04928\t4.06987 \t0.14  \t17.252\n",
      "345\t1.92369\t3.84883 \t0.14  \t17.138\n",
      "346\t2.06602\t3.65268 \t0.138 \t17.186\n",
      "347\t2.76235\t4.83272 \t0.14  \t17.234\n",
      "348\t2.47201\t4.43785 \t0.14  \t17.22 \n",
      "349\t2.4003 \t4.54315 \t0.152 \t19.152\n",
      "350\t1.91298\t3.69603 \t0.142 \t17.294\n"
     ]
    }
   ],
   "source": [
    "pop, stats, hof = main(gens=350, pop_size=500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(0.13,)\n"
     ]
    },
    {
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       "AOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA\n",
       "4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADi\n",
       "xGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLE\n",
       "agAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRq\n",
       "AAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoA\n",
       "AAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAA\n",
       "AAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAA\n",
       "AADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAA\n",
       "AOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA\n",
       "4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADi\n",
       "xGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLE\n",
       "agAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRq\n",
       "AAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoA\n",
       "AAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAA\n",
       "AAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAAAADixGoAAAAAAOLEagAAAAAA4sRqAAAA\n",
       "AADixGoAAAAAAOL+BU47vkXOiaDaAAAAAElFTkSuQmCC\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1106e9080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "best = hof[0]\n",
    "print(best.fitness)\n",
    "adfdraw(best)"
   ]
  },
  {
   "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
}