Created
December 13, 2018 14:28
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"%matplotlib inline\n", | |
"\n", | |
"import matplotlib\n", | |
"import numpy as np\n", | |
"import matplotlib.pyplot as plt" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 19, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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OO2YKhMFP1JDqGvT1GnVjD99jDym8EWxV9Ae0x22v0Rwtns+fNA2PvPEB5kwf73itvY9/1VldFVW959z4fO7rjT85H7omGE5lMb4tjp19wxgoo3XzxxX5OWwDyQx+bq5/45Z2VfSfvsE4h83XzwcAfOuBlXjizQ8dx2SyCs+u24Er734NT33j4+g6iCNwiBrRqBx1Y78Ze/flc32Pmz6hPfe1u0d/1kcOwubr5zuOAfKtm9NmTAwc9AmfRdaAfHAPpTNoS+hm+8W/zVLpEgelFjuz9sG1S2fza/r0D3OFTKJGNSp79KXaKdZOUfZli3VNcrtVFdNubkBujdwJ0rlxL4pmZ/XUh1IZtMb0ojdUgcqD3l3RW6xhpJ1thSt7ZrIqd2OWM26JGteoDPpSveQ9/UbQTxqTD/qYJoFmuVqtG2sp5CAVvd+yyUB+meXhdBYtcQ1xXYqGebFqvxi/m7HW/QCvJZzT2Wzude4ZuUTUOEZl0Jeyx9y7dZKrog/Cat1Yu04FeV2xoE+5K/pY8RUoKw1cv4q+p9/4u/Cq6LPZ/OuGWdETNSwGvQdrCQNnRR/sr6o9YbVujOOD3ItNFGvdFFT0tWndZLLer9ttBn1borBtlc5mkTZfx1UxiRoXg95DrqK37ftabkVv3fANVNHH/P9n+MFDazCUymAolUWL2aMfTGXw00fXYtPOPvz00bV4c9s+/Oyxt/CN+1dg/Y6+QOfp5te62d1n/F149eDtPXrrA+bPG3bhD69tregciKg2RuXwylL+4/+cjLuXvutYp966YXrN2TMdE6ncrIrequSr7dE/s24n7n3lPSTTGbTEjIr+sTXboRRw+3PGblPWn9VwB31rXMNQKouefmM8v1dLKJ1VBRX9l+8wFkr7y49Oq/qciCgcdQ16pdRiAIu7u7uvqOd5uJ3eNQmnmxOVLFZl/vVzZhV9bYdZ0VsBH6R1UyzoAWPJgVRGIa4LEjENtdhD3N2jH9cax1BqGLvMij6VyeKwie1IZ1RuqGUmq3KvY+uGqHGNypmxlfBbodLN2pzECvggG48U69Fb0pks4rqWu8kbNndFb334WDdjk+bPt7fq0x6tGyJqPOzRBxS0R2+1eATWOPrqWjeAsclJMqMQ07WSxwbR4nFPIO0almm1ZHJBn1aI65rjpmzWVtEH3dOWiEYeg74EK9+DjrqxKv9cj77K4ZWWdDaLhNm6qZbXHrlZVz/IqvB39Zk9+kwWiZjmmDRmVPRmj95jU3IiagwM+hKsYA1a0VtLHGu5m7GlX1Ns1I0llc4ipmtFl0sIqtVjhq+7R58yK3yrok9ljA8a++qcGceEqcJNyYmoMTDoS7CCNXjQG39arZtAwytLHKMUkMoqs0cfRtB7tW6cwWwFeG54Zdro0bfb1vtJ22/GZpxr3djXzyei+mLQl3BAhzGWPuh67dZh5Qyv9Foq2e6nj75lBq0Eqv5LmdjRUvDY5t0DWPDvL+L8m17A+g/3526ubt83hM/e8iI+6B1CXNccvw1k7K0bVwU/lMri/mVb8M0HVgIAHl61Ddfc93rV505E5Ru14+hvumgODhxbGHhu//nXc7F41TbH5Ckvv718Lnb2DefWhrHy3S/nv3raYehsT2A4ncFFJx+Kh1Zuczw///iD8ciqDxyPxQO0br513lFY+8E+POx6rWVsaww3X3wiNu3sw88eX4cVW/bmnrM2Rf/Xx9Y5PtisNexnHzIOf9U9Dbv6hvHc2zsdwytTrpu5Q6kMvv3gKgDAL75wAq7+rRHyN110YtHzJ6LwjcpligHgwjlTcfqRk0oed+jEdlx1VlfJhdBO75qEC+dMzY1xt473G145fUI7vnHOLFz3maM9b45+5/yjCx6L6YJErPh5XHVWF2ZN9l8X/pvnHoUpna04vWsSvnjydM9jkpks0lnl6McDRhtr7oyJuOVLRljbZ8YOp7OOG7CDbN0QNQy2bkJmRZ0Vx0FaN159fK8lkRMBe/RePXiLfRSQ328HVn/d3VKyxvBbI5DSrglT9huw7NETNQ4Gfdhce8kGGV7pdYhX0Mc0CTTqxmtUjcX+G0aLzwdCLujdFb1rBFLGtgRCKpN1hPtQiqNuiBoFgz5k7puxQXi1hbzGy8djWqCbsV4Toiz2zwn3puiWQXOPWfsIGyA/3t8K+nTGWdHbw30ozYqeqFEw6EOmXBV9EF6tG6/H4lrQ1o1/RW//UPGbfDWYa9043ye/mYrxfUY5J0zZ+/LDbN0QNQwGfcgqmQ8acIg+4jEJtC6OX6UOuFo3fkHvU9FbHwwigpgmzglTrtaNPfQ5S5aovhj0IVMVtG6CVv8xTQu0BELxm7H5r633cvf9/Sp6+3G6Jo6bscNp/x59f5LVPVE9MehDZtWu5bRugh4bdGZssdaN5lHRT+hwzhEYKNGjB4wbw5mMbXNwd4/eFvq9gynH+2zpGcCDy7k5CdFIqWvQi8gCEVnU29tbz9MI1bxjp6AjoePiU/Jj1I85ZBz+acFs39f4tW5OP3Ki47m4LkWD/lvnHQUA6DpoDI6f1okp41pzz00d34axLTGcYVtn32rxjPHZSMU96iZuG8Ov5Sr6/Kgb+8Jm9qGWA+YkMssXbnsZ33xgZcGyC0RUG6N2wlStTB3fhjU/moeug/KTlh752zPxtTOO8H2N33o4v73iVGz66fxciyWu+7duvtg9HVedZcwwnjSmBQ9d/TFMPaAt9/xxUzvxxg/Pc+yDa1X0MU1w+6UnFbxnu2scfcJd0WedFX3WNpvWviOVe4Eza0XMgKtKEFGV2LppAKVm3eaWStb9x9HHS8yY9dJiGxfv9Wq/cfTGazRj1I3tZqx9BUz7RiTuTUmsyw26fhARVYdB3wSsvnqxmbFB18u3S9gqeq/7BIF69LY9Y+3BnczYQ98Z6NbHSoajcYhGBIO+CVghHCuylaBXUJca1mj16HVN4PU54TeO3nqNfSvBZCbr2LyEFT1R42DQNwErGONFdpgarmAmasLRuild0TtbN8Y4evvMWL/WjXv3KQY90chi0DcBe+vGr0dfyY5OumZMfNI18Rz3XziOPn9QzKzoM1lbRe8X9K5zs66HQU80Mhj0TSB/M9Z/rZtKV4tsiWmIaZpn66ct7t+j1zVBVjl79PaKPpn2Dn2AQU800hj0TcAKxniRUTdeFX2p0TyA0Y7RfW7GuttE7tZN2jZhKqvygR7XxRHu6YKbsQbejCUaGQz6JmAFdqzIomaVbsbdEtMR82ndxFzj+x2jbnRx7DAF5NfIaY3rRVs31s/KsqInGhEM+iZgz3a/HaYqXS3Squg9g173D3pdBKve73WEuLVGTps76G1fr9iyF/uGjJmy6azCpp192Lizr6JzJ6JgGPR1ctQU/+3+3M4+ejIAoC2h+1b0c4+YUPCYfbmDkz2eB4ADx7ZgQkfCs3UzrjXu+N7dNtq5fxi9g6nc49Z9gta47hpHnw/6z93659zXA8k0PvXL53D2L5/DQNK5TAIRhWfUbg5eT7+9Ym6g/WotP/zsMbj6rC50tsU9A/HOr3bjk0cdVPD4NWfPxBdOmgYAmGZbDsHu11/pRlwXvLltX+6x710wG6fOmIDpE9qx7B8/je5/fgqAs0f/vQtm4/O3vQzA+ABKDmZzrZu2uO5YAsF9M9YyYFvVct9gumA4JxGFg2vd1MHhEzvKOj6uazhkfFvua7dpB7T7bl4yfUI7pk9o970xO6EjgbGtcceWh6fOmIBjDjH+N7GvjWOfrDXZtmCatYn4YK6i11wTprx78cO21S5Z0RPVDls3deC3iFkQQZYproT9lPyWTXbfjLW0uYK+xdWj97tRbJ/kNcgdqYhqhkFfB+VsSuJWbD/Yatgrfr+gb3ENr7RYFf2Q7WasX4/ezv4BMMjNSYhqhkFfB+VsSuJWq4refkZ+v3A4FzXLf91uTqzKD690tW58Knr7iJ0BBj1RzTDo66CaoDcmN4V4Mib7Ofmdnn1WbrHWjXscvX9Fnw93Bj1R7TDo60CvpneD2lT1zqD369E717qxWGviDKay0MQYhmmv4pN+N2Ntx1S6hAMRlcagrwOp8m89yAbh5ZIAN2MTPq0ba02coWQGuiaIx7RgPfoUWzdEI4FBXwfVtG6AwolLYbCfkt/Z2St9e0XfljDOZzBlBH1C14ougWBxtm44vJKoVhj0dVBtj73WrZsgH0T2cfcd5kSnwVQGukjBomYcdUNUXwz6Oqi6oq9x66bc08vdjE1moGmCuO6eMFV61A3H0RPVDoO+DqoNer/tBKvhqOjL/JXDPjM2lgt67/1j7YY5vJJoRDDo66AxWzf5r8s9vTazdZPJKqNH7/qNw28cvWNmLIOeqGYY9HXQmK2b8nr0du3x/JaDuiYFv3G8vGm35+sco27YuiGqGa5eOYJuu+Qk/ObFdzx74H99xhFoT+h484N9mH/cwUXf57xjpmD1+70Ic9+OYjNjv3P+R7BxR7/va63WDWDMEdC1YB9EHEdPNDLqGvRKqcUAFnd3d19Rz/MYKfOOnYJ5x07xfO77C2YHfp+rzurCnv4k7njxnbBOzVnFu4J+4cePLPraVltFr2mCoLcQrKBvjWu+QzCJqHps3RCA8odX2sX0fF8+pkng1TmtHn1HIubo1xNRuBj0BCDYzFg/MU3LTeLSNAk8aseq6Ntb9Ir3vCWi0hj0BMAd9OW91l7R6yKBPyiscO9IxNi6IaohBj0BcC1qVuYAy5i57AFgjLoJumibtaF5e4IVPVEtMegJgCvoy/xXEdM0xGPG6/UyWjdJc8ZsRwsreqJaYtATgCp79Hq+ojduxgZ7nTWO3qjoeTOWqFYY9ASgyh69JkjEjCGWmsYePVGjYdATgCp79LqGhDl4vrybsebwypYYe/RENcSgJwDOOVLlrtAQs61vo5c1jt7eumHQE9UKg54AVDdhSncFfdDXJ3NBH0Mmq5D2Wc6YiKrDoCcAwTYH9xPTJbeiZjkVvXV8a9x4bZJBT1QTDHoC4BxSWc3MWL2MUTfW8dZvA7whS1QbDHoCUHz1ylIqnRkLAHFN0GKO2GGfnqg2GPQEwN26qW5mbDlBz4qeqPYY9ASgus1QYppW0agbwNgtq8V8LSdNEdUGg54AlH8D1s4+vLKcCVOA8cFgBf1QihU9US0w6AlAdUGvaflRN+WsR28dn2vdcNQNUU0w6AlAePvYGlsJBn9dTNfyN2NZ0RPVBIOeAFQW9JPGJHJfWxuEJ2JaWTdz7TdjL/71/+AfHlyFw699BE+++WHZ50NE3rg5OAEo2CY2kEf+9kxs2mlsGv7FU6ajLaHj00dPRu9gKnfMlZ84Emd0TcQdL7yD597eWfhzBbkROwDwu2VbAAD3vfIezpk9uYKzIiK3ulb0SqnFSqmFnZ2d9TwNQmU9+snjWnHakRMBAAeNbcXlZ87A4ZM6HD36j8+ahDNnHohZk8f4vo9XTz+VVeWfEBF5YuuGAJQ/dr4YexsoHqBhH9cLf3Ymy349UVgY9BQ6e4UeZASOZ0WfYUVPFBYGPYXOntuxAEEf0wr/GWbYuiEKDYOeQmffM9YrxN1iHq2bNIOeKDQMegqdbuvRe4W4m1fVz7XpicLDoKfQ6Y6KPkDQe9ywZeuGKDwMegpdua0b75uxrOiJwsKgp9CV27rxHl7Jip4oLAx6Cl25o244vJKothj0FDqtzHH0HF5JVFsMegqds3VTWY+ewyuJwsOgp9BpZY668ZLmEghEoWHQU+gcwysD3Iz1kmGPnig0DHoKnfNmbGX/xFKs6IlCw6Cn0NlXryxnW0E73owlCg+DnkJXabjbcXglUXgY9BQ6PcS17Ymoegx6Cp0WQkVPROFh0BMRRRyDnogo4hj0REQRx6AnIoo4Bj0RUcQx6ImIIo5BT0QUcQx6IqKIY9ATEUUcg56IKOIY9EREERcL+w1FpAPArwAkATyrlLon7J9BRETBBaroReQ3IrJDRFa7Hp8nIutEZIOIXGs+/JcAHlRKXQHgsyGfLxERlSlo6+YuAPPsD4iIDuBWAJ8BMBvAxSIyG8A0AFvMwzLhnCYREVUqUNArpZ4H0ON6+BQAG5RSm5RSSQD3AbgQwFYYYR/4/Ym8LF65DX91+8t4fM12XHjLi3jEdYZZAAAFuklEQVRs9Xacf9MLmH/zC9i6Z8Bx7G3PbcTPHnur5ue0bHMPvvTr/8H9r27Btx5Y6XtcJqtw6Z1L8dLGXTU/J6JSqunRT0W+cgeMgJ8L4GYAt4jIfACL/V4sIgsBLASAQw89tIrToLDcdslHkYiF89l800VzMLGjxfO5846ZjKfW7nBsF/j7/3c6frJkLZa/uyf32F0vbcbyd/fglXeMGuPKu5fnnlv0/Cb86MJjc99f/6gR8t+e95FQzt/P3z+wEu/uHsBLG3cDAH7+hRM8j9szkMQL63fhzW37sPx759T0nIhKqSbovXaXUEqpfgBfK/VipdQiAIsAoLu7m/vGNYB5xx4c2ntdOGeq73NfP2cWVr+/D+/vHcw9dtJhB+CLJ093BD0RhaOa8m0rgOm276cB2Fbd6RARUdiqCfpXAcwUkSNEJAHgIgAPhXNaREQUlqDDK+8F8DKAo0Rkq4hcppRKA7gawOMA1gK4Xym1pnanSkRElQjUo1dKXezz+BIASyr94SKyAMCCrq6uSt+CiIhKqOvwR6XUYqXUws7OznqeBhFRpHGcOxFRxDHoiYgijkFPRBRxolT95yqJyE4A71b48kkARts8c17z6DEar5vXHNxhSqkDSx3UEEFfDRFZppTqrvd5jCRe8+gxGq+b1xw+tm6IiCKOQU9EFHFRCPpF9T6BOuA1jx6j8bp5zSFr+h49EREVF4WKnoiIimjqoPfZs7bpee3RKyITRORJEVlv/nmA+biIyM3m38EqEflo/c68ciIyXUSeEZG1IrJGRK4xH4/sdYtIq4i8IiIrzWv+ofn4ESKy1Lzm35mrw0JEWszvN5jPH17P86+GiOgi8rqIPGx+H+lrFpHNIvKGiKwQkWXmYyP2b7tpg77InrVRcBdce/QCuBbAn5RSMwH8yfweMK5/pvnfQgD/f4TOMWxpAH+vlDoawKkArjL/94zydQ8D+JRS6gQAcwDME5FTAfwrgBvNa94D4DLz+MsA7FFKdQG40TyuWV0DY9Vby2i45rOUUnNswyhH7t+2Uqop/wNwGoDHbd9fB+C6ep9XiNd3OIDVtu/XATjY/PpgAOvMr28HcLHXcc38H4D/BnDOaLluAO0AXoOxHecuADHz8dy/cxhLgp9mfh0zj5N6n3sF1zrNDLZPAXgYxm51Ub/mzQAmuR4bsX/bTVvRw3vPWv/965rfZKXUBwBg/nmQ+Xjk/h7MX89PBLAUEb9us4WxAsAOAE8C2AhgrzL2ewCc15W7ZvP5XgATR/aMQ/FvAL4NIGt+PxHRv2YF4AkRWW7ulw2M4L/tavaMrTfPPWtH/CzqL1J/DyIyBsDvAfydUmqfiNflGYd6PNZ0162UygCYIyLjAfwXgKO9DjP/bPprFpELAOxQSi0XkU9aD3scGplrNp2hlNomIgcBeFJE3ipybOjX3MwV/Wjbs/ZDETkYAMw/d5iPR+bvQUTiMEL+HqXUH8yHI3/dAKCU2gvgWRj3J8aLiFWE2a8rd83m850Aekb2TKt2BoDPishmAPfBaN/8G6J9zVBKbTP/3AHjA/0UjOC/7WYO+tG2Z+1DAL5qfv1VGD1s6/GvmHfqTwXQa/062EzEKN3vBLBWKXWD7anIXreIHGhW8hCRNgCfhnGD8hkAnzcPc1+z9XfxeQBPK7OJ2yyUUtcppaYppQ6H8f/Zp5VSX0aEr1lEOkRkrPU1gHMBrMZI/tuu902KKm9wnA/gbRh9ze/W+3xCvK57AXwAIAXj0/0yGH3JPwFYb/45wTxWYIw+2gjgDQDd9T7/Cq/5YzB+PV0FYIX53/lRvm4AxwN43bzm1QC+bz4+A8ArADYAeABAi/l4q/n9BvP5GfW+hiqv/5MAHo76NZvXttL8b42VVSP5b5szY4mIIq6ZWzdERBQAg56IKOIY9EREEcegJyKKOAY9EVHEMeiJiCKOQU9EFHEMeiKiiPtf2D05sQ5HlGAAAAAASUVORK5CYII=\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Initial Settings, decaying pheromones too high and stranded ants\n", | |
"plt.yscale('log')\n", | |
"plt.plot([49,21,26,21,25,16,22,19,25,14,19,11,10,19,13,10,10,15,20,14,10,14,16,15,6,15,8,10,13,10,11,11,15,11,9,15,7,8,11,14,8,6,13,10,10,13,9,7,14,12,12,8,11,12,11,12,12,6,9,12,11,5,9,8,11,10,18,18,5,11,9,10,3,12,4,12,9,6,13,6,9,12,11,3,10,9,3,7,8,6,8,5,7,5,6,4,7,10,10,8,5,3,7,4,0,7,5,4,7,5,7,7,6,10,7,5,10,8,4,8,4,8,11,5,8,6,7,11,7,6,9,6,4,9,6,5,6,1,6,4,4,4,8,7,6,4,6,3,5,8,7,8,6,6,9,4,4,2,4,8,5,3,2,2,5,7,5,3,1,2,6,2,3,2,5,6,0,4,4,1,5,2,0,2,4,4,3,2,1,2,1,0,2,1,1,0,0,1,0,0,1,0,0,1,0,1,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0])\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 18, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.0761\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# TRUE default, 307 ants\n", | |
"# ANTS3.png\n", | |
"avgs = [188,107,92,68,39,38,38,30,32,32,28,23,24,24,21,23,16,16,22,17,23,20,30,17,20,13,19,19,15,24,13,14,12,19,12,11,13,17,12,16,14,12,10,18,7,11,6,8,7,8,5,7,8,9,13,8,9,16,9,11,13,5,7,13,13,10,8,14,8,13,9,10,9,10,14,14,8,7,9,11,7,10,7,5,13,6,5,7,8,13,7,10,6,8,8,17,7,9,8,7,13,6,6,7,13,8,13,14,8,5,6,12,8,9,8,13,12,11,6,6,7,6,9,7,3,9,16,6,9,9,6,12,6,10,8,13,10,6,10,6,5,11,5,10,5,7,3,4,4,8,7,5,7,10,6,3,2,8,4,4,6,6,5,2,5,4,10,4,7,4,2,3,2,2,1,4,4,4,5,3,1,5,3,1,6,2,5,1,0,5,2,4,1,3,3,3,4,5,1,2,8,4,4,6,2,4,5,6,4,1,7,3,4,4,1,5,7,5,2,2,5,3,5,2,6,3,6,4,10,5,5,8,9,8,9,7,4,7,9,4,9,4,3,5,0,5,5,6,6,9,8,3,6,3,8,7,4,6,3,6,4,5,4,4,6,5,5,4,4,7,2,4,1,3,5,7,8,8,3,3,2,8,6,3,2,8,7,6,8,2,3,7,7,7,8,9,7,5,3,5,5,7,3,8,3,7,7,2,11,5,10,9,5,6,4,5,6,8,1,4,6,10,7,4,1,7,4,5,4,7,9,7,3,11,3,3,5,3,8,7,5,2,6,3,5,8,6,3,7,7,5,3,4,5,2,2,6,4,4,4,5,2,2,2,4,5,2,3,3,2,4,5,8,2,6,4,5,2,4,6,3,6,4,6,5,3,6,2,9,4,4,1,4,8,8,6,4,8,4,6,4,4,5,6,6,3,8,4,3,3,3,7,5,5,6,4,7,10,6,3,4,7,2,2,5,3,2,4,2,5,4,4,5,2,3,7,8,3,4,5,1,4,3,1,5,0,6,4,6,3,4,6,0,1,2,7,4,2,5,1,7,4,5,3,1,2,4,2,2,1,7,4,2,3,6,6,4,4,7,5,2,6,3,5,1,5,4,4,4,4,1,2,2,4,2,2,5,3,5,6]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 20, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.09906000000000001\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Defaults , 307 ants, with 70% higher bias towards the nest while returning\n", | |
"avgs = [245,150,81,69,32,24,18,26,8,10,6,14,12,10,13,19,18,33,23,22,33,29,34,28,25,28,23,25,26,23,21,26,29,29,26,25,22,13,20,21,23,15,30,12,17,17,11,10,21,17,18,17,27,17,17,22,28,28,30,30,18,24,21,23,15,18,24,20,24,20,26,14,12,11,17,15,18,19,14,19,22,20,21,22,25,21,26,26,19,21,23,20,25,10,19,21,17,15,15,17,8,22,14,9,13,4,14,11,12,15,13,10,19,10,11,14,17,17,14,15,14,9,18,7,12,17,14,9,9,6,16,12,11,17,15,21,8,24,19,16,15,21,19,18,14,16,14,14,13,16,23,11,13,17,12,15,8,15,20,11,15,13,13,12,11,9,13,10,7,15,9,8,6,9,7,8,10,12,11,5,9,7,4,8,8,6,8,9,9,4,19,16,14,14,7,6,9,5,6,6,8,10,8,9,7,5,4,6,4,6,5,2,1,6,5,8,6,7,9,2,7,2,4,10,5,5,6,6,9,6,5,5,3,1,1,6,3,11,5,6,3,8,6,7,3,2,6,2,0,3,3,5,4,6,5,7,2,7,3,6,5,2,7,5,12,5,7,5,2,4,6,8,11,5,7,9,6,9,10,19,13,8,5,11,12,11,10,10,4,10,11,8,6,8,6,4,9,7,10,3,5,11,6,5,7,10,7,6,7,5,2,2,0,3,7,1,1,8,6,4,6,7,5,5,7,2,1,4,4,4,6,4,1,3,5,5,2,4,3,4,3,3,2,2,9,6,3,2,3,4,5,7,2,3,3,0,7,3,5,4,2,4,4,2,1,4,5,0,5,5,3,3,3,3,5,2,5,2,1,2,3,4,1,2,2,4,4,3,3,3,2,2,1,5,1,2,3,5,1,0,1,4,2,2,2,1,4,7,3,1,2,3,3,1,1,0,4,1,0,6,4,3,1,2,3,2,3,3,2,4,4,1,2,3,5,0,2,1,3,0,1,2,3,2,1,1,4,3,0,1,1,2,0,1,3,5,1,1,3,2,0,0,2,1,0,2,5,1,3,1,1,5,2,2,2,2,0,3,0,0,2,4,3,3,3,1,4,2,1,4,3,5,2,2,3,2,2,2,3,1]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 22, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.10189999999999999\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Same as above, but pheremone wearoff 0.8 -> 0.94\n", | |
"# ANTS33.png, ANTS77.png\n", | |
"avgs = [245,150,88,62,35,33,43,13,9,13,18,12,28,24,19,37,28,35,34,31,28,33,29,21,22,20,26,20,27,28,19,20,28,17,29,30,27,23,14,29,22,25,29,22,20,24,31,22,29,28,22,22,21,19,31,19,20,18,22,31,27,26,29,24,20,27,29,23,27,21,27,16,22,24,20,22,23,29,22,23,21,20,25,22,18,21,23,25,20,18,18,16,16,17,17,21,23,18,23,15,18,18,11,26,19,18,18,21,17,20,15,15,13,14,16,15,14,19,16,10,16,18,17,11,14,18,17,12,23,13,18,13,15,16,13,13,17,20,13,17,11,14,13,11,15,15,11,5,8,7,10,12,10,11,12,12,12,11,9,10,13,4,11,14,8,7,6,7,7,9,7,3,6,7,6,7,9,3,6,4,10,7,8,4,11,4,13,5,10,2,4,3,8,4,5,8,3,4,6,3,5,1,7,6,1,6,8,2,5,5,8,1,3,7,8,5,6,7,4,7,3,9,6,3,7,9,6,5,11,6,4,7,8,2,4,4,2,5,3,5,4,8,8,8,5,9,6,3,7,6,3,4,5,7,0,6,4,6,8,4,5,3,4,5,4,7,6,5,2,2,4,3,1,0,3,4,5,2,1,2,2,3,2,2,1,1,0,2,2,1,2,2,3,0,5,4,6,5,2,3,2,6,6,6,1,5,7,6,8,4,4,4,4,5,3,6,4,5,9,5,4,2,5,5,4,8,5,8,4,5,1,10,4,6,10,2,2,3,5,3,2,3,1,7,2,4,4,3,5,3,5,3,1,5,6,3,0,3,5,3,5,7,5,5,2,4,3,3,1,1,5,6,4,3,3,1,4,3,3,2,2,2,3,6,5,5,3,7,2,3,3,2,2,3,1,4,9,5,5,3,7,6,0,6,6,0,0,4,5,2,3,6,2,3,6,3,2,4,1,4,4,5,3,0,1,3,4,3,0,6,4,5,5,4,4,4,5,6,4,4,3,6,5,6,5,4,5,5,2,4,5,1,4,4,4,3,5,4,1,6,3,3,2,6,1,3,3,3,3,2,5,2,3,3,1,1,3,5,2,2,2,1,2,1,1,0,3,1,2,4,1,1,3,2,1,1,1,0,3,2]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 24, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.15486\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Same as above, with:\n", | |
"# * Anthill attraction -> 1.36\n", | |
"# * Pursuit cutoff 3.0 -> 10.0\n", | |
"# * Max pheromone 15 -> 10.9\n", | |
"# ANTS88.png, ANTS97.png\n", | |
"avgs = [216,114,93,72,58,53,37,33,29,36,38,18,31,35,23,30,33,21,30,15,31,23,26,28,23,22,21,23,33,27,26,21,26,27,19,26,24,26,25,22,27,27,21,17,20,25,19,21,20,22,18,23,21,15,19,18,19,17,15,12,27,16,16,22,21,21,18,16,14,20,19,28,14,21,24,23,21,16,13,15,12,18,21,17,24,19,11,16,17,15,20,19,14,16,11,17,22,18,13,22,13,15,12,16,21,16,14,14,13,15,19,20,13,20,22,22,14,15,14,21,9,21,20,21,9,12,25,21,16,11,17,14,12,12,20,13,6,16,17,21,12,12,18,12,20,16,14,13,14,13,10,15,18,18,14,14,10,21,15,12,13,13,14,10,13,15,13,18,13,14,15,14,19,19,16,14,16,20,16,18,8,16,16,16,14,15,18,13,13,8,17,23,8,12,11,15,12,14,21,15,17,8,16,15,20,15,16,14,14,14,16,14,12,13,11,25,14,9,15,14,9,17,14,23,16,11,12,14,11,17,14,12,15,12,10,8,16,9,9,10,15,17,11,14,7,9,12,14,10,7,14,14,19,16,13,13,7,13,19,13,10,18,10,10,15,18,23,14,9,22,12,18,19,13,8,16,13,11,12,9,15,19,19,17,13,14,9,18,15,17,11,17,7,15,6,18,13,12,14,15,12,16,16,12,8,11,12,16,11,9,15,8,10,11,18,16,9,12,9,18,10,18,14,9,10,11,9,19,12,12,11,12,21,11,16,7,12,10,15,16,15,14,9,13,17,13,16,14,8,9,16,9,12,15,20,17,9,16,6,15,12,19,11,15,17,15,16,14,11,8,12,13,21,14,14,10,11,13,19,16,17,8,13,16,10,13,13,11,20,8,12,10,8,10,13,8,8,15,12,10,8,10,12,12,10,8,14,11,10,10,8,8,8,7,13,10,16,9,13,8,10,15,10,15,7,10,16,10,4,7,7,7,7,10,9,18,12,15,16,7,8,16,7,9,4,8,14,11,7,16,10,7,4,10,6,8,6,11,11,7,6,12,13,10,13,9,11,3,11,6,7,3,14,11,14,5,8,9,5,6,14,4,8,10,9,7,8,8,7,6,5,7,6,4,6,9,13,11,11,4]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 25, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.12936\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Same as above, except:\n", | |
"# * returning_maintain_pos_bias 2.5 -> 10.0\n", | |
"# ANTS43.png\n", | |
"avgs = [194,140,103,70,54,44,43,32,35,43,29,20,32,31,35,16,23,27,27,23,16,20,16,22,20,12,20,16,20,19,27,16,13,18,22,11,21,19,11,15,18,14,13,17,23,13,10,17,13,17,19,16,12,16,15,11,21,11,16,10,17,10,13,13,18,12,9,17,13,12,9,19,4,10,6,21,15,14,11,11,14,16,14,11,22,11,15,17,11,10,14,15,10,10,16,17,14,11,13,9,12,10,9,11,15,16,11,10,12,10,14,11,13,13,7,13,16,8,9,12,16,7,11,15,11,15,11,6,9,5,15,16,11,16,10,10,7,10,10,18,5,14,8,12,15,6,9,12,8,15,11,10,6,9,13,14,12,9,9,12,12,15,7,15,10,10,12,10,11,13,19,10,8,10,4,9,17,17,10,9,11,15,7,14,9,13,7,11,15,20,12,14,17,14,15,8,11,15,11,18,12,9,7,10,15,13,18,13,13,15,13,15,8,14,10,10,11,13,15,8,4,9,12,5,10,8,8,11,13,9,14,6,6,10,5,10,10,13,13,10,10,12,11,8,10,9,12,5,13,8,12,10,13,6,10,10,4,12,5,7,10,9,9,14,5,9,13,11,9,13,13,16,14,11,11,8,16,15,4,12,10,4,12,13,12,12,11,14,13,12,16,5,15,10,11,15,12,14,8,12,15,11,20,13,7,13,13,11,14,10,10,10,16,9,14,9,10,13,13,14,12,16,7,9,14,8,14,10,12,7,6,12,7,17,8,11,13,6,8,6,8,13,12,14,15,8,9,10,14,10,11,10,8,13,9,11,10,16,8,8,11,12,16,9,14,9,11,12,13,6,4,16,14,9,12,8,13,10,12,9,5,8,15,10,11,11,9,12,7,6,11,12,8,6,11,14,10,8,8,9,16,10,11,13,13,8,13,13,9,11,8,14,12,12,11,11,5,9,14,15,7,16,10,14,10,8,2,9,10,11,14,6,13,4,10,8,8,12,9,13,9,9,10,12,6,6,12,7,15,10,9,7,9,11,11,10,9,7,17,8,8,8,7,12,8,10,9,8,10,7,6,10,5,10,8,14,11,8,11,9,5,14,10,10,11,4,5,8,7,14,8,10,5,11,8,9,15,8,9,2]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 26, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.1759\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Same as above, except:\n", | |
"# * anthill attraction pos bias 1.36 -> 2.8\n", | |
"# ANTS20.png, ANTS10.png, ANTS89.png\n", | |
"avgs = [276,187,110,93,42,55,40,35,57,58,68,41,37,39,46,47,41,48,42,44,57,48,42,52,30,36,45,44,36,40,33,37,35,29,37,34,21,28,36,30,34,23,25,20,22,21,26,26,29,25,17,31,26,26,26,26,22,32,32,30,30,20,25,22,32,18,24,22,15,22,17,14,26,17,19,15,21,14,31,24,20,15,18,14,15,20,29,11,17,17,18,16,14,17,14,21,21,19,14,19,19,25,17,12,17,24,17,12,11,18,15,18,26,17,10,17,20,18,10,14,15,12,11,18,18,15,14,15,10,14,20,12,13,18,16,13,17,9,9,13,8,12,14,13,15,7,12,17,13,14,18,13,15,15,11,14,12,12,13,19,13,17,12,13,8,15,14,13,7,15,19,7,11,13,11,12,12,8,6,8,9,12,13,9,7,8,12,15,6,6,8,7,5,11,10,9,6,10,8,12,7,8,14,13,9,9,7,9,11,13,12,11,6,12,8,9,6,15,6,12,5,6,13,11,8,12,11,14,7,11,12,6,10,11,11,11,8,14,16,11,12,13,9,8,20,12,17,15,17,11,7,17,18,14,10,15,14,19,13,15,7,12,10,13,15,6,14,13,11,10,13,16,23,32,37,27,26,19,20,30,18,22,20,22,21,23,31,19,16,22,24,17,21,19,21,21,17,19,17,12,17,21,18,22,7,16,18,16,14,15,15,22,11,11,8,19,17,12,20,13,13,11,14,7,13,20,17,11,13,15,16,13,13,12,17,8,9,17,20,11,16,12,11,19,16,13,16,21,18,10,16,20,18,15,17,14,12,17,18,6,12,13,17,13,14,8,12,15,15,15,17,10,12,13,15,11,15,14,4,9,12,7,11,14,15,10,9,16,12,16,8,8,12,13,11,19,8,14,10,10,14,14,12,10,10,18,14,14,12,15,13,11,11,12,6,11,6,8,11,12,11,6,10,8,9,11,10,11,10,12,5,13,8,14,6,13,12,8,11,13,14,7,6,9,9,12,6,10,12,10,9,15,5,9,5,7,12,8,18,22,17,16,16,26,20,14,13,13,16,20,19,12,13,6,20,14,18,22,15,15,14,15,7,18,9,15,12,10,10,17,14,15,14,16,5,15,16,17,14,9]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 29, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.13874\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Base case: Ants00.png, Ants01.png\n", | |
"avgs = [280,177,128,94,70,73,54,75,61,58,54,76,39,47,44,43,37,38,35,46,31,42,33,27,34,33,23,32,19,34,22,18,30,25,24,25,19,18,17,18,26,15,14,20,20,16,17,21,12,20,16,16,13,31,20,15,18,7,25,21,13,17,15,15,18,26,19,13,13,13,15,20,18,24,18,12,14,23,12,14,21,17,22,16,15,22,16,15,16,20,14,15,16,18,21,14,22,17,19,18,18,13,20,12,15,16,19,13,18,16,16,17,14,14,23,12,15,15,8,16,16,17,15,16,14,11,14,11,11,15,15,17,16,20,8,16,11,6,13,18,17,11,7,15,7,12,14,3,15,13,14,13,9,13,15,12,13,11,14,9,12,9,8,15,16,11,12,11,4,16,14,8,4,11,13,6,10,11,14,9,10,7,12,9,7,10,8,10,17,9,10,6,13,9,12,11,10,9,15,11,7,14,11,8,15,8,7,9,11,9,12,4,9,12,8,4,8,12,9,9,11,8,8,16,3,9,7,7,6,10,11,4,10,16,8,11,7,6,11,4,13,9,15,8,6,10,13,10,11,10,6,11,7,17,9,14,14,7,10,13,8,9,4,9,5,14,4,9,12,11,3,9,7,11,9,8,14,5,7,9,13,6,8,10,10,11,9,9,8,9,7,6,9,6,10,9,4,11,9,8,13,6,3,16,12,13,9,6,12,14,10,7,9,11,9,11,8,9,12,7,6,17,10,12,14,17,11,6,10,8,9,10,9,6,8,13,8,5,12,6,13,8,10,7,11,6,14,6,7,7,12,6,9,9,13,10,5,11,7,4,10,11,8,10,8,9,3,8,4,8,2,7,8,8,11,6,5,7,8,7,7,7,12,11,5,10,8,8,12,10,6,5,8,10,13,11,8,11,14,3,8,6,11,4,11,10,4,2,7,6,10,6,9,8,5,8,8,4,11,5,5,8,9,18,12,5,7,8,7,11,5,14,7,8,6,7,8,6,10,4,7,10,8,5,7,4,10,10,10,9,7,7,7,8,12,9,7,7,5,12,8,9,3,7,3,13,8,8,2,8,5,12,11,8,7,6,7,11,9,8,4,12,8,8,15,10,8,4,11,9,10,4,6,6,10,3,7,10,8,7]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 31, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.21018\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Same as best, but without bias over walls AND:\n", | |
"# * returning maintain bias 10.0 -> 38.0\n", | |
"# * anthill pos bias 2.8 -> 2.6\n", | |
"# ANTS767.png\n", | |
"avgs = [265,158,120,69,44,59,61,59,49,47,62,54,51,54,47,40,38,47,42,41,42,42,42,48,48,38,47,52,33,57,39,33,49,41,35,50,40,35,46,35,39,39,38,33,40,39,35,39,36,37,35,33,41,45,32,35,35,33,40,29,26,29,44,34,33,31,30,29,32,41,31,42,35,30,36,27,36,38,28,22,34,28,22,30,30,20,29,32,22,22,21,26,25,32,23,24,22,24,31,24,21,20,35,24,27,24,24,23,30,34,27,33,26,27,32,29,27,29,22,39,35,22,25,24,27,25,18,26,30,20,27,26,29,25,25,26,21,28,31,21,28,22,26,29,24,18,25,24,18,17,28,22,26,31,24,29,30,23,23,23,28,23,27,22,22,30,27,20,18,25,24,17,13,19,18,27,16,11,13,26,20,31,11,21,24,24,23,14,22,26,17,17,15,23,15,18,12,16,22,14,23,18,18,18,24,15,8,28,11,19,18,22,24,14,20,14,22,19,17,17,15,13,12,10,9,19,14,14,16,13,10,17,21,13,12,11,13,12,15,17,17,13,15,17,11,27,12,16,12,13,17,18,13,17,20,17,15,10,11,15,10,16,8,13,14,14,15,12,16,23,7,19,15,13,10,11,10,18,19,14,13,15,13,9,12,10,16,6,16,14,11,8,12,6,13,9,8,11,11,16,12,11,6,14,12,10,10,9,12,15,16,9,14,11,7,10,8,15,12,15,17,12,13,10,13,15,20,11,17,9,15,21,16,15,12,18,16,12,16,18,10,13,14,14,7,19,15,22,17,11,14,22,11,15,7,16,9,10,12,14,13,10,18,15,15,13,12,10,15,10,10,11,9,12,9,12,9,18,18,13,6,17,10,20,15,13,12,9,11,14,12,4,8,17,19,10,21,11,9,14,15,11,12,8,15,14,14,13,16,8,14,13,13,12,13,15,10,16,15,11,10,9,11,15,6,15,5,8,11,11,15,14,13,8,10,16,11,10,19,16,13,14,12,13,6,13,15,17,12,9,18,9,10,13,8,15,13,12,7,14,11,9,13,15,11,11,17,14,11,12,15,11,8,12,16,8,16,11,6,20,8,13,14,17,15,11,19,12,7,11,6,14,11,9,12,12,7,17,12,12]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 32, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Average food per tick: 0.25780000000000003\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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zZL0A+DUVv3l1M477wULXMYpsHpF9IiQ7EteP8a2nVuO/HliW8jrO9Vz9+xdvRyzH3rjbG/SsoS6p1aJI3LHbUYLfvrYF0+54OafjEASRCmXdDBJiYvWnVx6PERV+dIajOHlCDZYYmTgBTXWttZMuv10UUBNwzvH7N7YB0KNup5WzQuhFVG63bp5+f5/j64Vd84uFm8w6PNkiXus0nu5o8mK1vaETe5u7cfbRI3Dvf7aa59SbFFeCIHRI6AeJ+WdNxsrdzbj0hDGoCmjmdiGAmqqkWDfZYF/NKnvnbT1RDCvzprxGiLTYVbZu5BWvOxo6UT8ymSYqe/j3L96e0zjFRcXjsDBMvlv52G/eBGBNfwzHEpZVxwRB5AZZN4PEOUePwNafXmwRecAa6WbT4crOEVs9Hdk7b+lO2kU3P/UhrvzjUgCwlEkGkhZKJJZAi/TcWtvCot5W0fzFwk1YtVv35mWZ54ZpFHKxbgRutpUb9y3ahinfeyllO5VtIIYqJPR5RlSm9CisVxH94XZ7RJ+AcEf+tWqfuf2Z9/fjgz16s3Jh3QgSUkS/p7nb3C7PK2w40I5tDdmXSJCRo/+oQ1pmdySOZdubUsYl6ArnlpXzq1c2I57gKcJOuf/EUIWsmzxjWhouQl/p96A95C509mg3nuDwayq6I3Hcv3g7LjhuFE4aX20+n0hwi6Byzk0LJxxL4FBbsrRypySwF9/7Vm4n5oI8icuM+P5wRwi3P7oOp0+tS+4n1R3KNaIXxBPcYhVFpfck358YSlBEn2cUQ2x8muroX1farB43tv/sYpw4rgoxQ+gF1z683Mx4AfRoXhb6znAM4ZgupJFYwrLyNluBzaWQmrwoS1g3YqJannQOSTaRnGf/9Kp9+L0xSZvxWLYIPhpLPna6syCIUiWvET1j7DIAl02dOjWfw8gr35xXD845rpw5FusPpBbbGlbmNRuYnFFfh4m1ZVAVBp9HwQOGwJZ5VagKg6owxBMcAUnoW7qjuO2Ztebjhs6wRejbQzGEjTz2SCxhyWnvzNIy+elLG3H9mZOz2ldE1XJ0LRZuiVRTAAhLFxw5/fJb/1wNALjxY/UZj5Ui9NLdRCSecG0005+IVb9O6ygIYrDIq9Bzzl8A8MLs2bOvz+c48kl10Is7rzgeQDK6lxk/LIg1+/QLwMzx1bj5/KPN5z7c24r3djajwq9H/R5FcSxjINetb+wIW1IjO0Mx8/lIPG7+XBXQTG+8PwuYxRIcr284jC8/ujI5JmMuQLRgBGwRfY4evcBepkG+uISj8ayavveVOT/7DxgDVtw+b8CPRRBukHVTQDgJvWpsu3rO+JQoVpQ7EOWNVYVhe0Mn9rf24ETJlw9LUXpDZ9gi/J3hqPn47a2NZvXM2nKvKbD2RVmZ4Jxj2fYmczJU7twVjSdSSiE0GplDPimiD2VpIYVjcazc1ez4XNS2qEu2biIuvQf6m8bOsGunMYIYLEjoC5hpI8tNz/ysacNTFlSV24TeozIz3XLOxBpzP9nj3nK4w2KFtPVEzWPsaurG717XO1QNC3rNVawd4dwWR7249iCufuhdPGE0NJEtkmicw96ZsdFY9OXz5C7033tmHa760zKzjLOM/U4kYonoqewCMXSgrJsCQkT0373wGFx/xiQAMOvROC0YGlmptysU1o286tTi0xvWSFVAw8vrDmF4uQ81QQ0t3VHsbOy29KxNcF1wy/0eNHdFsGZfq9nbNh0ii+Xv7+3Gjga9cfnync2IGV64EOtYPJGS7dLYKTz65JjlujtudX4AYMlWfWWxEHU5pTJqi9pjNo8+keB4+J1d+NTscaj0Jye91+xrRWNnGOceMzLjeRNEMUBCX0AInVYVwGNE7984ZyrW7GvDzPE1KfuPqtK7TYk8eFUSUL9XxRdOnYBHlu1GlyGyHz9pDB5ZthsHW0MYPyyAlu4oth3pSHlfv6aizOfBnuZuXP6HpVmNPRxL4Eh7GLf/e5257d8f7Me/P9hv2S+a4LDPS4rJYTmil+0iuT6OHWGLCH2XJ5Pt8xWydROOJrBkawPuWrAB24504OefOMF8TpwzNSchSgWybgoIodPyOp9TJtdi9Q/PR1UwNc1ydJUfQDI7xlKXJs5x5xXHY/aE5AXi0hPHQGF68xLRvHzr4dRFUH5NQbnXg+40AmunOxJHU1dmLzoWTzjORQDWyVh5VW+6iF6wfFcz/vzWDnRIE832rBvZutnd3IWbn9IzeNJdSLJh25EO/ObVzbTylihYSOgLCGFpZCsXowyhF5Omch6+iJLLpT60oyr9mDxc72VbK4TeyF2/SZroFRF9LtkuXeFYSjkGJ2Jx7trISh5/a7c119+OXVS//c/V+MmLG9EsXSDsFTZlK+euBRvMlb9ufXazLfnwyvrD+P0b2yzlIwiikCChLyBEoJvIMjKsNQqWJevlJL9OEQXLKYSaqqDSEP4yr4pynwdtPVF4VQXfnFdv+vp+j4oyn5pTQ5AfPr8eNzy2KuN+kbh1UdbwCl/yOUlY5Yi+qTOCW/61GlsPJ22mtp4obn7yw5T3lzNc7NaN/Fi+e5B/lmntTi0t7YQYt1Mp6kw88s4uvLT2YM6vA/Sm8PdmuXiMGNqQR19ACEsjWwdgfE0QXzxtIj79kfEArGmM3zQaoFRIk4welZmP/Zou9J3hGGrLvWCMwa8p6InG4feqCHhV5JI+/8amI1ntF4tzc84AAMZUB0xxliN3eVHXwvWHAACH2pMi/tBbO/CMzf8HgINSNc+UBVNSRD+szGvW9ZGtoYSlKFwUIyr9Gc9JWEItWV4YZB55ZxemjCjHxTNG5/xa0RT+v7NYPEYMbSiiLyCETGfr9SoKw48uPw7Hjq4EkPTov37OFIw0BKpCsm40RTEf+zXVtHWqg15zGwD4PYprlNtbLjlhNBjT7RQ5vXO0JKRyGuXDS3elvIfcNtEtehariO37A1aPXhb9XY3duO2ZtQhF45bFZNlE6K+sP4RH39mV9f52OsOxfl2QRhBOkNAXECKi7+3fvbhQeNWkSMspix6VIWj0rg1oKqqNOjrif9O6kTpf5cJvPnWi63OawqApCqJxbomg5QuR05yAnCYq18JpdfHD90nVN+31bGRxl4+1fFczHl++B6+sP2QR62wi9BseW2XeobT0Qui7I3GqqkkMOCT0BYSSo0dvJ268Tl6gJKcselRmpm0GvIrpj9eU6ULvM4U+NaL3ZagL49cUfPLkcfjErLGOz3tUBR6VIWZrixiUmqY7TbrWlicbpxyWrBs3Ed7bkhR6e6Qse/Sd4TjKvCrOPnq4uY0xZplQzdWKac5i/12NXXjEuAPgnKMrErNU6uxP3t/T0mv/n8iex5fvsRQOLERI6AuI//rIeIytDuCqk8f16vXCX5aFXi59rCkKNONqoipJoa8K6GIaMKJ4v6ZahN3rUfDA/0vfL/fRL50CAJaFRzKayuBRGGIJbgr9NacchYDUzLzDodSCyA6y4xrRt/SYk9r2BVORuHURlk9TLXMYKmMW68atPr4b2UT0X3pkBX74/Hq0dEXQE42D877XyXez+j7xx3fwtb+/36f3JjJz2zNrcdH/9k8Z74GChL6AGFcTxNJbz8W4mmCvXi8CVlnoNSllUVGSEX08kTBz6UVU7ZeybmShf+7rH8XZR49wPe73L52OOZOGAbBaMTIeRYGmKnqj83AMn5w1Dj+7cobFmhHC+u3zp5nbgsbzY6qsk6Ju9WMOtoUwxlhIZo/oo7Ya935PMgsJ0Oc45G5Xsr2z9XAHdjZ24cO9rWbJBjvNXZkvDKK7176WHjN/v68efaE6P2v2tfZ7nZ/Fm48M2B2QEy1dEbM7mhPiu+tt97XBgoS+hBARvU+Vo3GrBSNy1aNxbgq8+GUVQl/m85g2DpD0yS86fpTjceWVrvZWifJxPSpDdziGpq4Ihhl2kWzdCEZUJEVd1KwfXR2w7NOUJnoW6wvsHr29vk1KRK8wi60kL6Q6754lOOfXi/Hx+5bi8t+/rY/NFkmns3oSts94b0u3OVfRV+GyrxcoFC7/w1Jc8Lsl/fZ+r284jC8+vAJ/eXtnv71nJj71wDJ88v53XJ8v1M/eDgl9CRF3sm5s3rpm5NpHpXrsItIVwjOuJmCJ6IUY3/+5k3H5iWNSjiuvdHVqRg7oOfyaqmD5zmaEYwnMmVRrbE9dPiXn1ou/oxEVzhaOE2LFsPg8wrE42rqjKdaQz6OgTLrQcM7NHH9NZeacgTwJDAAHjBRO+5xCuqybSFxvvB4wjre3udt8fcxoe9jblbX9qTWcc0uKqfPxsh9nc1ck6/0z3dnsaNS/h8GsBiq+e7fvxqkseCFCQl9CxByE3i6kE+vKAOj56+MNi2hCrf6/KC42fljQkq3jl8TQ6Y9Rbqrh5ql7FAZNVXCgLQTGgFMm61aPU7ngOuk9po7UV/IeN6bS8X2dEEIvoq2r7l+GE3/8KpbvarLs59NUBKUFZbEEN1M/68p96ArHkEhwnHfPm47HsXv46SL6C363BPe/ud2syqlH9Enr5skVezHptpdwpCPk+h5u9GdU+fm/LsddL25wfX7x5iOY/L2XsOFAe9bvecKdr2bcZ+G6g5jyvZews7HLdR/xebvdNQ4kbvMoxSL0tGCqhBDZOnI5Y3u2zCdnjcXwCh/OrK8DYwyPfmkOPmr0ahWR0vhhAcuiLdlHdxR66VpS6xLRqwozF3TVlnnNSVu7vVLmVRGUShJ882P1uOj4URhTHcCvX93ifOI2RhsevfgjXLtfb9yyfGczyryqmQ7pt0X0UWnVbl25D53hGNpDUfOzqA5qlklgu9Cni+h3N3VjZ0MXmoyL6d7mHnMOIJbgePp9vZH7nqZui3WVDf2Zh7/tSGfastCil8CqPS2YnuXFN5tOZS+u1RfFvb+7BZOMYMROe4/+Ptm21+xP4gkOhwKyKT0PChWK6EsIudG4wG7dMMZw1rThZl2dM6cNNxdaCeEaXxO0XCDkC4dTZCNXzZTTIe1jExPBsr0Ttk1iVQY0y7EDXhVn1A93zeZxQkT03/rnajy+fI8p5tE4R410bJ9R00cQiempn15VQWXAg7e2NuKZ9/XVtxV+j0Xkf/7SRnxPatEI6FlD8oTvA29utzzf2Bk2LyRyRC979Kv3taV40Is2HcETy/e4nm8swbFufxv+JB3vyRXJ/XO5EHSEYjjoUNtfwJKr+sxte5u78atXNuVk6dgRk+7yGovtDZ3439e3mraJyIiy92WQWbqtEU8ZfRD6E3sGlyBTRL9kSwP+ubL/x5MreRV6xthljLEH29pSe6USuSMietlKSfdHYeex6+bgMx8ZnzIZ63QMGfl4soh/YuZYnHuMnq0T59y0kWqCyX0+f+oEnFFfh5OMjlhVAc2Swy8uVJWB7G8+x0gTtz96fr2l/r08Pr9HsRQ0i8Y5QtE4Al4VZUba548X6DaGPRPqgSU7sHpf6u+tsG9C0Th+/vImy3Mf7G0FoN8x7WvpMUsx6x69vs9dCzbgrgVW6+Qvb+/ET1/c6CrY8QTHlX9cirtf3mQK0nefTl6Ess0IiSc4OsMxHGoPZZwglkfy+sbDuG/RdssaBjuiAb0bmkf/jg61J62rqx98F/e8vsUMQNqN/9NZVf9Yvgf/OwD1f9w+e7cLgODzf12O7/xrTb+PJ1fyKvSc8xc45/OrqqryOYySQfwyyhG2NwehP6N+OO7+pF6X3W2BlFNEL0/GyiL920+fhFOMtMt4nJt3GrLY1pX78Nh1p5hNVCr9muM6gFxKMshCz2EVmWrpIuPXVASlPP5oPIHuSAwBTU1p9DK+xpr1I7DPHbQYKZb2CVwgmft/5cxxiMQS2Nmk+9FOIhKLJ0wROdDag45wDFsOp/YOAPTvRFhgTusLIvEE4gmeUWyFxZLgwGGXCU+G1HpM4kIi1xmyT16KcfVE4o4Tm8KW2S+VsGg1hF2x3XHa7T5Av7ByzhGPc0up6lyJxhOIxRMIx+KW78XpmED/2mYDCVk3JYQQYblVn926yRY3obfXjwGQ0kgESE4CC1sozrkp1k6ZOR4lGbnLx7Z3o8oGy2S0wix/pNWSv6tn3ViFvieaQMCrpvjKbmsb7H5yS3cEGw6041IjBdOyeO64AAAgAElEQVTOxNogZhp3L6Iap5OInPHLRTjpzlfBOcd+w0px640rWyZOFTej8QS+9vdVOPqOhY6vF8gC6dSaEZCsGwlhvx2ShN4ugE2dEfRE4jj2BwvxG4e5FjG/caA1+R7iAiKuC2If+91GS1cEx3x/IR5YsgOxRAKd4VivM5im/2Ahzv71Yhx9x0J8+5+rXc9HIN9dFHI/AhL6EiJhevTO/nouuEXQ4hf+/s/OwjGjKgBYG54AwBvfOgtLv3uu5blEgqPeyKBxmkwT+wW9HteLzOs3n4kn5881Hz9+/Vz88yunpuznlLI5zCzpnDCP5desE7/ROEePEdHbJ1rHD3OO6CfbhD4UjWPpNvfWi2NrAmYxOTH5HU8kUgT0YFsIXZE4mrsippCu2OW8cCeW4OY5OdXEj8QSeGX9YeMc3a0GOf3UVeiN/2VRE4J8oE0qKOewxkA8/4dF21LeV4h4d9S590B3JIZdTbo1ZL+rbDAWsD29ah9iCY4ET99nOB3RODcL48nd0dw+N/kiHSrgPsQk9CWE+OOStT1TjRo3nMQSSAr9sDIvphhNTOwdoyYPLzfL+8oRff0Iff/DbakphMLWCWiqaxQ/dUSFuRhKP04ZjjYuNjLyhSdkiNCpk/W8/a2HO83nfR7FUq9fZN0EvKlC75Y2Omm4VegjsQTWH3Cfc6oOeOE3LqKiNk5LdxQrXVZf/muVno1T7vNYVmjKQhtPJMzvyynzRxapt7Y2WCyg1zccNrN/5LuY/ZLQh6JxvLz2IF5ee9CcTJa1VqTIyhG9/cavuStieX6rzYYScxtOTdt3NXXjkXd2J49nm3NIFgPk5uSoUzkNN1bvbcWuNGmdQJqI3lI/yXpM+TX5jvZJ6EuIz586AQAwqa7c3NZb68ZNbD83Vz/G1BHlZk0eMZHqhPgjjCeAc4/Vm21f5rDoSohvwGGlrIx8h1IV0CwZRgDw5dMnmYvC9OPqf2CzjJaKXzhtovkan6ZYVuZG43oJ5aBXxXWnTzK3nzCuypKGKTOq0hrpR+IJbDrk7KUDQFVQg8+oKdTcmRRlNx146K0dAIArZ47F/tYe05qR1x/EEtw8ZyfrRhbGL/1tJc6/R1+tuvVwB7786Erc8aze51e2bg5KFsqDS3bgq39/H1/9+/t4aqV+4ZGzpcKG+Ft7AVjFuLUnarlL+N3r1glTMdEacphH+Ph9S/GLhcmJbft7J4sBJp/Lxae/4r6lOPvXi9Pu4zYBLKdX2lteysGC03qRwYTy6EuIK2eOw5UzrQXReiv0blxx0lhccZJeofKcY0ZkbKAtWzdjqwOu+4vSDJmEXm436NdUywTjHZcciy+fMdnxdVUBzTz2z1/aCEAv5yxPxkaMypq15T5cPecoXD3nKIRjcXgUfUWvnc0/udBcOKSp+lxAJJZAW08UV508Dm9tbbBU3AT0OQJxl9WVhb0QjiVw9ZyjMHdyLR57dzcOtYdQHfRaxDsW59A8ChDW7w7s0aObyAgh2muUdhZRcEBTLaLslGklf+7ZRPSRWAKtxt3GhNqgpcsYkLRjnCJ6gUdhUBSWktIoHsUTUkSfQxvMbMhmwZT9TkNeQBeKJvq9x0MuUERf4vTWo+8vRAaQ3bN1I+CS1imQo3XAOh+R7qImW1jib1bzMIvN88CbO7C3udsyBp9Hhaowx76yPo9q/vGKz/mht3biYFsIVQHNzFCRKfN5cvqDj8YTqPB7MKpKt44OtYVwpD1kaSGoWxa6yPz61c0pFxC3jJFkC0p9nO2G0E8bWW6xbpxWosp+dNiWdbNo8xEs3mLtONbUGcZvXtuCmqCG2jJviuedLFfhLvQKY/CqiuV8OsMx3PPaFvM9oomkdfP+nhbc+vQabDyoX4yfWL7HvDA/+8F+rDbSXQWPLtvlemy3fHk50rePXb67Ckd7N2fQX1BEX+L0JaK/9ITRmHlUTZ+OP2/6SExYHMQNZzpH2oJITP9DcipyJlMZ0HDalFrMN95Pdm7SpZJ6LULPLfufc/RwLNrcAECPsp2arrgt2PIa+d+60MdNUakKaI7ZSF5VyampSziWgM+jmKtlD7eHsL2hCw+9lVxUFY1z0x+OJziWbGmwvEe3S3QrxEvcJfUY1sOxoyvx7If7EYsn4FGVlOhbH1dc+lkXuMbOMMKxOK59eEXK/ku36+UnxJyKHP1yzs2LTiiDIHpUZhHXXy3chAVr9Jr7Cc7NrLDOUAzPf3gAT7+/D4wx3HHJsbj1mbWo9Huw5kcX4JtGv2H5DvMHz613PW42C6bs6avyPEG6C9hgQBF9iZNLHr2dP1wzy+JV94ZhZV68+Z1zUD8yddJURvwh2fPX7agKwz+un2uWTZbnEtLdvfichN7Y9vC1c2z7OlTUrHSejBXHtx+7Oqg5znN4c2zTyLk+dtEa8lBbOKWoV0coigQHbjx3KhjTywjINLiUVRaCqZqF7vTPZeZR1QhFE9hhTFCK0s0/uHS6+Vo5opdF+0i787FErf47Lz/eLFctkF2RcCyRduLSo1gjevnuxToZGzWtqfUH2rDBuAD3Nu09m/RKu5jHLBk5FNETA0hfhH4wEWKRybpJR3rrJrVej9uFwel9ZC9fRki5PUupKqA55pzrQp/bd+LzqPB6FNSWeXG4I5TiYwtBG1Xlx+S6MvzZVkLBTXyFYIpmNOI7EHdxa/e1YdrICoRiCfg1xWLhiOj1/T0tZv0bwDohKyOEPuhVDfslgb+/txuRWMIstCfqELX1RPHost2O7+NVGaLxBJZsacC2I51mVhKgdyATcyIdoZhZMmHTwQ7z4nfUMOt6iJez7MC1dFsTWrqjiMYTGF3lNz+jqCWitwm9dBGQL4zxBMf9i7fh86dNzKm0R18goS9xFCf/oAAREb2wbj5/6oScL1Ly3cC8Y0dgZ2MXtjfoUalPS/Xo3d4/k931RSlzZ2xNAPUjynHHpdPxhb8uN/epDGiWtNMz6uuwt7kb500fCUXRveZsMzHEeOrKfWjqDKfka4uMlaBXxfnHjcL9i601dna4pA6KKFN49NG4nqY5ZXg5/JqCdQfa8MmTx6EnEkdAUy3rH8TF5hN/1Gu1C5F2K+wmJkeDXv2i1RGK4fZ/r7PsE/R50BWJ4xcLN+Hx5an1Ye777CzctWADYvEEPi991m7HE59LJJ7Aos36nIFfUyzR+Vez7MB1z+vWRV7C8rFYN7bvxZJjL9k6r64/hF+/ugUH20L46ZUzsjp+XymOcI8oeYToiZLIP77ieNwhWQXZIHe3+vMXPoLrpQwcJ1HXXAQ90wXmh5dNN8fm86h47eazcNa04ZZ9qm0R/ckTarD4O+eYJZhFVO+2XkFG7Fvh96AjFEuxbpLVOFX897n1Ka//YI8ezcoXsHgiWXs/2YwmAU1VoCoM00dXYv1+3e7oiRpCL32+dj9aLALLlNZY5vPo5aodFmSJFNb9ral3BV8/ZwrOmz4SHpWZE67p6Ajp/QdmHaWn/oo1CG090X61UazWjT2TSI7opYY2xvfV08tFXb2BhJ4oCIRt0NsFXkDqhKlszThNgLoJui/DZGk2ZRnKfB5LRC8XcgOSF5lsaquL8VT4PWgPRVNaGYrJVr+mOt6NbDrUgaOGBVETTB7r4aU7scdYaeqRPHrxmR0/tgrrD7Rh0eYj6ArH4NdUVEmvD0WtC8OEtdXY6V6qWWH69+v1KI6ZQOI9nNYCiCqjmqJk1ZGrM6RH9CeMq0a5z2Merz0UwxubjmR4dWa6IzG8s70Rr29Mvpc8V/H21kZ0Sh3KrNaNmBsZvLttsm6GCJfMGJ3vIaRFWDd9mVOw96uVI3anCVCRMZOy3WUMV508zuIJp2Nkhd+SXGlfwSvOtyqgpRVHIDn2Cr+GbQ2dKW0URYTo8yiu4jFn0jAs255svPKTFzeaPwsbKmJE9ABQP7ICXZFkBs300ZWWC2k4Fscl96bW83HrpwsAZV4PGGOucyNilbJTYTZRk8ijpubRO9HaE0VHOIaqgIapI8rxoZFK2dARxo2Pf5Dx9Zn41lOr8fK6Q5Ztcs2fz/3lPdtzSdGP2rKdBgOK6IcAu+6+BPd9dla+h5EWYd30JR3UHtF7pT8kpzsFN8Fxu6v41VUnYOfPL844jqe/ehqqgknr5p5Pn4i5RgkGgSg7ILJp0iEuPBV+D/Y296RkgIj3cistDQC//OQJrhcB06OPJczPzGf7bAJeq0fvNumaTujFYjivi8CJukNpI3pVcVw9a+egUVenMqC5NqyXU3l/8vHjc2pX6dQwXAi90wIz+2QsYF0DMtCQ0BMFgbjt7csCr3J7RG9pkp69deN2sWGMZWXbCJtI7GuvBQQkJ4SzEfqkdeNs88gRvRuK1OHLjljMFo0nzLsg+yS+X7N249rXYvXYRUpk2ojeEGu3z1dE7e0OdWrEsTWVmaWg0yHKHVcFNNeUXTkwqCv35hRkdDmsTRBRu1MqpuzR2xeqDQYk9ERBIARPLjKWK/Y/nHRN0gH3ydi+LlUXwiKGk+4P2i0/32k8bs1Xkh698/mInsBu4xBWguzR2y8K6YrNAckLV1MaGyrota4idnve8Tnj98KjKGl78wpEFc8Kv8f1feXAwOdRHdNh3XAqX/HLhZvx1tYGx7pFdzy7Drf8Sy97LOYY3C68AwEJPVEQ3PuZmbj36pkYP8y57ntvkAXFKT9fjugX3Hh6cnsf6wMJoRclENQ0CiJWvGoqw/2fnYVfXXVCyj7JrBu3iN6wbhwuUMeNqcS/vnIaAJitHO0I4ZE9+tSIXn/vR780x2wmAwCf+ch4AACHe+MTgRBc14g+zUVeZCd5VJYyR5GOgKa6rs2Qj+fzKI4lK3Llnte2uJb7EAXhhI2jkkdPDDVqyry43KGqZV+Qhd5tlarg+LFVZoTV10Vmfo+wbvTH6dYyiKybC44bhYtmOJecMNspunjNova6U7bQxTNGY7jhPbtFkCKij8WTHr19XyH0Z04bbvYh8HoU3HDWFOO1egex9jTplSKrpjcRvSqtQM62NaIYoxi7/W6xQnrcX8X/mroiKR69PYVW1NzvS4/dXCGhJ0qWTIJtFxzxZ9dvET3LHNGLIahpLjJyHr0Ta4zetU5etCwmbtbNzsZOtHVHLdaNfV5BjorFcfxSPf9QNA6vR0nb8EMUhnP7XtJF9GLs2aw7kPfxehRzEtieyioXqsvVunFjd1N3yl2N/U5M5M/ncsHqKyT0REngFO1qLumTAjdB70suP5CdR3/saL3XrEgJF/s4pdyJbBrRC3eki6/vNG75DsHtxmJ7QxfO/92bFuvGHtHbbQ4xLjFvcNmJY1wjdSG85RkmY4eX+1wvRor5+WT+buS+wD6PYl6k7BfKcp/UVlJT+sG40bnX1pxcvrDp3bIMoc8iTbS/IKEnip4NP74Ay2+fl7I9UwaPPToUj/oa0QuxSmfdPPv107DuzgvMxTOedEJvjOeYUZVY/O2zsfCmMx2Pa4+UH79+Lk6vr0vZ78unT8LMo6zNYg63hxGNJ8zj2wV3Ym1y7kRceDwKg8+jYvUPzscPLzvO9XMT1pCoaeP2vdRVeLHklnMc20Oa1o0U2f/SYT4DsFoyPk+yuYz9QlhuieiVXvUntqOwZGqnE92RuLkieTAjelowRRQ9bgXHhPC5eb+9rXWTLUoa60avZZ+aamevt28fz0Rbj1oZu1ANd8kLr6vwOR4nGk+Yn4n94jR5eLJrmRBMsYdYMZvJKptsdD5zs19URcHY6gCGO7RtVG0R/cTaMoypcu7jK999eFXVvMOyf69y1o3X0z8R/Yxx1djf0u36fHNXJGndDGLXKYroiZJFiJWbt23/wxc30n21bgRmHn2atxMeurgoOKV89nY8duEV4/EozPHOIRpzT6+cIvXGdctLz3SBnDqiLO1+njQ+vN2jnzy8zHVlabltklWM156VZLFu+qn7U01QS5sVtGxHk7nWIEoePUH0HfEH/5mPHOX4vGuZYrV3f/R2O0TIULrJ2Bnj9NecaRRFc8qMcYuUa8u8jtsFbkKoKszR67YsmLKNeViZ1fcGUu8g3MYpzk2kzrqtCE1aXu5CL6L948dUZZW94/Uo5sXBfsGU9/N5FMghfTaTvjIVPg8q/R7UBL2u/X8B4JZ/rTEnzwczoifrhihZqgIa1t15gWtjb7d0w0xFzdx46oZTLasixdunS688aXw11t15gXlRchIvJ+HbdNeFAIBjvr/QYX+9YYmb0HsUZnrdMuFYwpKvLnj+Gx+1jCGXiP7J+XMxe+Iw9ETjZtTs1mg73QIiceG5ad40fHzmWEyoLbMUVQOAy08cg+dXH0hZES3GLo9v9Q/Ox4tSLXqfZN38+IrjcMmM0Tj5J6+7jkdm010XmvMxd7+8Kf3OEuTRE0Q/kW6lrV1AzcnYXubRa6oCWQOFOGVqlyuPMdtl8X5Nde3E5FH0RuVOPrx+DMXxItDUFU569NJnY/8MkxG99fWaNJErLngVfg2qwizv4dZWL90FUXwuqsLM+QL7RVGkT8qC7vMoyQuuNODKgMe8sChM9/7F78OYqoDlDiYT8oWvOpD968ijJ4g80t+Tsela42UiXRljtywRcdx0Eb2TdROKOqdX2q2WTBG9nOrqdOFy67+aLqJ3sr/s9krSx0+O16Ow5PeA5PfAWHKeQtxpmFabml1NIydqyrLvGEV59AQxgLhFzVNH6JFifwm9UI6+LICcI5UbyJb6kfp52AXaFDIX6wZIiqT8GdlvDNwieq9Zkycpdk43R27t89LdzTjdnKScHxPjYNI2hmojK2hUpTVLRxzPbtX1pQZNdTA1op8ywjlTiqwbghhAFn/7bOx36HD0f18+BWv3t/WpgqaM0As5ksyGv3/5FEyqK8MHe1px9tHD0+772HVzEItzSyrlI9fOwep9reaKUIEQQo/qHNEDyUVmss3hFtHba8MI26c66MVuo6mJU+XOS08YjQTn+PNbO7F2f9JnT1e21+kiYM9QMjOXbOd26uRa3Hv1TJw/fST+ujTZT1fsZ79w2cfxxPy52N7QmdL68PaLj035fpxsv/uumYX3djbjhsdWWbYX9WQsY2wygNsBVHHOr+rv9yeIvjJ+WNCxeFpduQ/nHD2i344jhDBX5+ajU/VFTmIlbDrOqE+9ENSW+3DuMSNdX6MqzDWrRAiVbPukRPSaW0Svb5A7WTkJNGMMV5w0Fg8v3ZUyLtcxO1k3tv3FQ6e0Uqc6SmZtI9sFw255zZ1c61iXZvbEGtSPtDaUcTqH6qAXFxw3KmW7m4U1EGQVujDG/soYO8IYW2fbfiFjbDNjbBtj7FYA4Jzv4JxfNxCDJYhiQghkHyz6AcGjMFdRdap1YxdZsY/9HYTADpPsi3TibdfutFk3ThG9TdAVF+F2I9Wjd14VDDivb3A6Ti62TyF69H8DcKG8gTGmArgPwEUApgO4mjGWWzdngihhhHA4dRzKJ052iiCbyVhBSh696IObIaIX2D+WXCN6e+TtZt24Ic4r1bpxOFaW6xvSZQ7ZOdgWQqdDA5OBIKtPhHO+BECzbfMcANuMCD4C4AkAV2R7YMbYfMbYSsbYyoaGhqwHTBDFgvBv+7PGfn/gUZnrXYbmUOvGrvMiYrfbEcPK9HkCeb4g3WKx86Zb7aV0PVSziehnT9ALuM2emFrqWSAvkhLibV9I5RjRO4i6U0Sf7nydeODN7Tnt31v6Mus0FsBe6fE+AGMZY7WMsT8BmMkYu83txZzzBznnsznns4cPTz/hRBDFyHWnT8LKO+ZhUpr6NPlAVRRzeviOS47FW7ecYz4nykWoaSL6mjIvVt0xD9+54GjL9v85rx4Lbjwd158x2dyWLsL96llT8PurZybHlbacc2bx/dixI7Hi9nmO8xaClXfMw7o7LwCQrJuTjdXjJPRO27JtA3vjuVMBpG/U0p/0ZTLW6VvhnPMmAF/pw/sSREnAGEOdQ4GufCGsJI/CzNx+v6ZiVFWyb62o/5Iuogf0CV87Po+K48dWWbalE29FYZaeublaN077uxVyE8gF8Mz0SuHRp1ng5jR53ZeIPuj1YHSV39JLdiDpS0S/D8B46fE4AAf6NhyCIAYMQ4NUJWnd6Bk4SRkozyKiz4VMnrUsoOmO04chZDy2vRqn877ZRfTZrmzWVAa/piI0SBOyffn4VgCoZ4xNYox5AXwGwPP9MyyCIAYKhTFzgtguS6JUgRyZ9qWHdSbhk8UyXQ/VXL3vbEgumBIRvfu+6foEyGQ7Gev1KPB5lMKK6BljjwNYBuBoxtg+xth1nPMYgG8AeAXARgBPcc7XD9xQCYLoL0REb8/AER69LFh9aciRSaBl+yNtCYS+XG1cEBcZkT0jVkY7tTTMdoI2rVUlPeVRFPg0ddCEPiuPnnN+tcv2lwC81NuDM8YuA3DZ1KlTe/sWBEHkCOc8WZbBpksiou9LGQCZTJaLXDxMFtM3v3M2djR24dqHV+jDdBHQZ752GqKxhKXsAgC89N9nWHrCOmEvgfDzT8zAJ2aNMyfPX7/5LHMuY0SFH498aQ7e2daIB5bsAGPO4i9vu+fTJ2LOpFrz8dvfPRen3f0GAMO68SgIRwfHuslrCQTO+QsAXpg9e/b1+RwHQQwFZFkSZRnsEb2TR98XMvn7lsVV0lgm1JallHBwYtZRzqmU08dUZnytZsujD3o9OGtaMmNHRPiCs6YNx5q9rSljlZE/t5PG12CstLp5THUAJ46rwup9bWZDlNZu9yYl/QkVNSOIIYiwbuxyVebtX6HP9DaKJbvHuvNA+PKW97etjM3lNW5evCVbyWkXaVGXX1MQGqSInoSeIIYYHMnSyXYtNeu+95PI9sXfT7eCtz8QtXJyqVYqPhe3z0exTGKnX4GsZ90U0GQsQRClRcJlMlaQy1L+gWKghd5jq16ZDWaT8mwi+jSfoe7RD95kLAk9QQwRTpmsTwyOrPSb/W0n1OrlGSpdGqj3ljkTs6+jP8O2yErABlidApoKn0dBXXn2XaHExcfVuskyLdWrKvANonWT18lYyrohiMHjpo/V48qZYzGprgwTayfizGnDMcVoy/fWd89FuB9thEe+NAfNWU40PnnDXMdSAAPt0Qe8Kl77n7MsK4MzkVxN63wVkueeHcdvWGYeYd0MhYiec/4C53x+VZXzFZ0giP5DVZiZOsgYM0Ue0FsWjqjIXvAyEfCqloyTdAS9Hsfa+wNt3QDAUbXB3Dz6DL6+muX6A49Ir4wl+tRqMlvIuiEIoiAZBJ3PmUwRvRzFO2YuGc8zJFfkujVL709I6AmCKEgGI6LPFSHkbimZSqb0SgnRknEwFk2R0BMEUZAMRNmDvqLYVtPa8WRp3QCA33iPwUixJKEnCKIgKUCdhyhv49RdCrBG9JkuVOKuYDAmZPMq9IyxyxhjD7a1tWXemSCIIUVfFlsNFKoom6A5WzeZ0itvvfAYjKnyY9rIClT4PRhR4UPcofF4f0O1bgiCILIk6dFnzrpxmmM4dUot3rntYwD0Voz2dowDBVk3BEEQWRI3UiFd8+izLIEw2JDQEwRBZEnY8NPdsm4yFjXLEyT0BEEQWSJy3t0WTMniXkhZQyT0BEEQWSKE3s26kSeQC2kymYSeIAgiSyIZhL5QKa7REgRB5JGAsciprtyX55HkBlWvJAjCkSfmzy26yHWg+ezcCZb/iwWqXkkQhCNzJ9dipktP1qGKpir44kcnQXNZGVuoFNdoCYIgiJwhoScIgihxSOgJgiBKHBJ6giCIEoeEniAIosQhoScIgihxSOgJgiBKHFowRRBEwfLg/zsZIyr9+R5G0UMLpgiCKFjOP24UThpfne9hFD1k3RAEQZQ4JPQEQRAlDgk9QRBEiUNCTxAEUeKQ0BMEQZQ4JPQEQRAlDgk9QRBEiUNCTxAEUeKQ0BMEQZQ4VAKBIAiiH3n42o+gJxLP9zAsMM55vseA2bNn85UrV+Z7GARBEEUFY2wV53x2pv3IuiEIgihxSOgJgiBKHBJ6giCIEoeEniAIosQhoScIgihxSOgJgiBKHBJ6giCIEoeEniAIosQpiAVTjLEGALt7+fI6AI39OJxigM55aEDnPDToyzlP4JwPz7RTQQh9X2CMrcxmZVgpQec8NKBzHhoMxjmTdUMQBFHikNATBEGUOKUg9A/mewB5gM55aEDnPDQY8HMueo+eIAiCSE8pRPQEQRBEGopa6BljFzLGNjPGtjHGbs33ePoLxthfGWNHGGPrpG3DGGOvMca2Gv/XGNsZY+xe4zNYwxiblb+R9w7G2HjG2CLG2EbG2HrG2E3G9lI+Zz9jbDljbLVxznca2ycxxt4zzvlJxpjX2O4zHm8znp+Yz/H3BcaYyhj7gDG2wHhc0ufMGNvFGFvLGPuQMbbS2Daov9tFK/SMMRXAfQAuAjAdwNWMsen5HVW/8TcAF9q23QrgP5zzegD/MR4D+vnXG//mA7h/kMbYn8QAfItzfiyAuQC+bnyXpXzOYQDncs5PBHASgAsZY3MB/ALAPcY5twC4ztj/OgAtnPOpAO4x9itWbgKwUXo8FM75HM75SVIa5eD+bnPOi/IfgFMBvCI9vg3AbfkeVz+e30QA66THmwGMNn4eDWCz8fMDAK522q9Y/wF4DsB5Q+WcAQQBvA/gFOgLZzzGdvN3HMArAE41fvYY+7F8j70X5zoOurCdC2ABADYEznkXgDrbtkH93S7aiB7AWAB7pcf7jG2lykjO+UEAMP4fYWwvqc/BuD2fCeA9lPg5GxbGhwCOAHgNwHYArZzzmLGLfF7mORvPtwGoHdwR9wu/A3ALgITxuBalf84cwKuMsVWMsfnGtkH93c5rc/A+why2DcUUopL5HBhj5QCeBvBNznk7Y06npu/qsK3ozplzHgdwEmOsGsC/ARzrtJvxf9GfM2PsUgBHOOerGGNni80Ou5bMORt8lHN+gDE2AsBrjLFNafYdkHMu5oh+H28SqKwAAAGjSURBVIDx0uNxAA7kaSyDwWHG2GgAMP4/Ymwvic+BMaZBF/m/c86fMTaX9DkLOOetABZDn5+oZoyJAEw+L/OcjeerADQP7kj7zEcBXM4Y2wXgCej2ze9Q2ucMzvkB4/8j0C/oczDIv9vFLPQrANQbM/ZeAJ8B8HyexzSQPA/gC8bPX4DuY4vtnzdm6+cCaBO3hMUC00P3vwDYyDn/rfRUKZ/zcCOSB2MsAGAe9AnKRQCuMnazn7P4LK4C8AY3TNxigXN+G+d8HOd8IvS/1zc4559FCZ8zY6yMMVYhfgZwPoB1GOzf7XxPVPRxkuNiAFuge5u353s8/XhejwM4CCAK/Qp/HXRv8j8Athr/DzP2ZdCzj7YDWAtgdr7H34vzPR367ekaAB8a/y4u8XM+AcAHxjmvA/ADY/tkAMsBbAPwTwA+Y7vfeLzNeH5yvs+hj+d/NoAFpX7OxrmtNv6tFzo12L/btDKWIAiixClm64YgCILIAhJ6giCIEoeEniAIosQhoScIgihxSOgJgiBKHBJ6giCIEoeEniAIosQhoScIgihx/j/24yYMZLn/bAAAAABJRU5ErkJggg==\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# Same as above, except:\n", | |
"# * return maintain 38 -> 50\n", | |
"# * scout pursuit cutoff 10.0 -> 13.25\n", | |
"# * anthill pos bias 2.6 -> 2.0\n", | |
"avgs = [215,174,129,88,84,95,81,61,83,71,76,63,69,74,66,56,65,75,56,59,69,62,72,54,58,54,52,56,70,49,39,68,56,52,55,51,55,60,50,51,60,46,52,62,35,56,47,52,63,41,53,54,44,44,53,42,48,46,54,43,42,35,42,48,42,37,39,43,42,39,43,33,36,43,34,38,34,40,41,42,43,30,38,45,43,38,23,45,28,40,28,30,36,44,27,33,29,38,41,30,35,30,41,30,37,28,25,31,38,31,33,40,18,28,25,34,29,31,27,30,24,15,28,32,28,27,26,21,29,35,30,24,21,25,28,40,26,28,20,22,31,34,32,25,17,23,27,23,25,31,27,22,34,18,26,33,19,43,18,30,23,24,25,25,24,27,22,19,28,22,20,27,25,17,32,25,35,19,18,21,22,29,23,27,36,27,20,24,31,14,19,23,33,23,24,16,25,34,26,21,24,25,23,19,22,30,17,18,22,25,19,25,28,13,16,26,18,20,23,26,32,16,20,20,12,14,21,21,19,18,22,38,25,11,18,26,24,27,22,17,24,14,17,11,17,23,27,23,18,20,18,18,21,21,22,17,15,22,18,16,20,18,20,20,24,16,26,22,19,12,17,15,18,19,18,20,10,29,15,18,21,16,19,20,23,21,19,13,15,19,25,12,18,14,21,14,16,20,11,15,19,11,12,18,18,20,19,18,16,13,13,15,17,12,16,25,11,13,11,16,20,17,17,16,16,11,20,13,23,14,15,15,16,19,17,8,18,13,15,15,8,13,18,10,13,11,8,10,17,21,19,17,16,15,6,15,12,13,18,17,18,17,14,21,14,10,14,15,14,16,13,20,18,16,10,10,14,17,11,8,22,12,21,18,12,13,17,17,19,18,18,11,14,16,10,16,9,8,18,21,19,13,13,13,16,9,15,20,5,14,18,16,18,19,22,12,12,13,16,13,16,9,17,9,19,12,16,10,20,16,13,9,14,17,17,16,15,11,16,17,14,10,15,12,17,15,16,8,12,18,15,15,17,9,19,12,12,19,16,9,17,22,11,14,16,9,10,16,6,8,13,15,11,15,12,23,18,12,14,13,13,11,4,15,14,9,17,20,14,11,14,12,9,12,7,12,16,10,10,7]\n", | |
"avg_per_tick = (sum(avgs) / float(len(avgs))) / 100.0\n", | |
"print(f\"Average food per tick: {avg_per_tick}\")\n", | |
"plt.yscale('log')\n", | |
"plt.plot(avgs)\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Same as above, except:\n", | |
"# anthill pos bias 2.0 -> 3.07\n", | |
"# Ants328.png\n", | |
"avgs = " | |
] | |
} | |
], | |
"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": "3.6.5" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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