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+6,A.u_i_lohi,664.71,1493.39,7156.67,596.69,1489.44,590.48 +7,A.u_i_lolo,63.72,207.09,758.31,58.93,204.45,57.21 +8,A.u_s_hihi,14125881.63,23282005.46,74256547.69,13129687.77,23237871.27,13180143.09 +9,A.u_s_hilo,1319050.56,2232869.29,7579272.11,1266930.03,2224675.63,1258420.32 +10,A.u_s_lohi,1380.54,2301.94,7598.28,1285.13,2295.19,1282.92 +11,A.u_s_lolo,142.66,267.57,763.13,130.63,266.72,131.47 +12,B.u_c_hihi,6708228.52,9645175.25,24081167.62,6426338.92,9645175.25,6466712.71 +13,B.u_c_hilo,66684.48,97102.9,239184.95,64151.53,97095.73,64277.31 +14,B.u_c_lohi,232011.77,337162.23,813015.7,222682.58,336945.55,224203.31 +15,B.u_c_lolo,2386.28,3348.1,7634.39,2287.58,3346.33,2300.63 +16,B.u_i_hihi,2164576.68,4139607.34,23005141.18,1859721.82,4136129.36,1853785.3 +17,B.u_i_hilo,17083.14,39186.62,217712.49,16494.71,39091.25,16368.98 +18,B.u_i_lohi,56601.21,120598.95,696813.91,54841.96,120598.95,54524.68 +19,B.u_i_lolo,584.96,1516.42,7018.48,547.06,1513.79,553.11 +20,B.u_s_hihi,3967265.87,6276272.94,21991388.29,3680500.12,6265237.51,3716100.47 +21,B.u_s_hilo,40691.59,66055.34,239316.98,38333.94,65866.17,38361.99 +22,B.u_s_lohi,135624.57,206654.65,734286.89,123711.33,205819.41,124656.34 +23,B.u_s_lolo,1333.21,2314.5,7199.49,1250.5,2311.2,1256.04 diff --git a/Results/Results-512x16.csv b/Results/Results-512x16.csv new file mode 100644 index 0000000..7fc238c --- /dev/null +++ b/Results/Results-512x16.csv @@ -0,0 +1,13 @@ +Index,Instance,Min-Min Heuristic,Max-Min Heuristic,Random Population,Min-Min Population,Max-Min Population,Both +0,u_c_hihi,8460675.003243,12385671.828125,17035743.489258,8262591.609375,12385671.828125,8240000.642067 +1,u_c_hilo,161805.433952,204054.588654,204226.086121,158439.244537,204054.588654,159355.705311 +2,u_c_lohi,275837.356047,392566.686097,554472.557006,264445.680545,392566.686097,266356.142456 +3,u_c_lolo,5441.428197,6945.362459,6915.858719,5376.07203,6945.362459,5366.8711 +4,u_i_hihi,3513919.28125,8018378.071778,19605739.220703,3340485.743896,8018378.071778,3392153.966553 +5,u_i_hilo,80755.679221,151923.834853,230259.260238,78105.161081,151923.834853,78641.426506 +6,u_i_lohi,120517.708863,251528.847642,611730.158449,114910.352264,251528.847642,116200.80654 +7,u_i_lolo,2785.645486,5177.70924,7378.604059,2726.026602,5177.70924,2691.301 +8,u_s_hihi,5160342.819094,9208811.495116,16550234.105469,4744354.225581,9208811.495116,4764940.465577 +9,u_s_hilo,104375.164308,172822.698182,212918.510861,101728.699067,172604.222257,101277.965927 +10,u_s_lohi,140284.488951,282085.731325,540031.294844,134977.373057,282085.731325,136507.131347 +11,u_s_lolo,3806.827656,6232.241713,7699.189207,3702.223609,6232.241713,3670.237792 diff --git a/Scheduling.ipynb b/Scheduling.ipynb new file mode 100644 index 0000000..1bec0cf --- /dev/null +++ b/Scheduling.ipynb @@ -0,0 +1,21283 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "__author__ = \"Himanshu Dutta\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_csv(\"u_c_hihi.csv\")\n", + "ETMat = data.to_numpy().reshape(1024,32)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1024, 32)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ETMat.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "TId : 626 MId : 0 Time: 2.200000\n", + "TId : 726 MId : 0 Time: 13.420000\n", + "TId : 163 MId : 0 Time: 67.830000\n", + "TId : 332 MId : 0 Time: 108.540000\n", + 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4442945.000000\n", + "TId : 90 MId : 21 Time: 3855672.500000\n", + "TId : 40 MId : 0 Time: 195144.250000\n", + "TId : 48 MId : 9 Time: 1786756.380000\n", + "TId : 56 MId : 28 Time: 5090022.000000\n", + "TId : 17 MId : 2 Time: 557997.120000\n", + "TId : 59 MId : 0 Time: 209276.030000\n", + "TId : 47 MId : 1 Time: 395031.910000\n", + "TId : 38 MId : 5 Time: 1023357.620000\n", + "TId : 62 MId : 0 Time: 210065.300000\n", + "TId : 43 MId : 11 Time: 2326938.500000\n", + "TId : 11 MId : 3 Time: 760662.190000\n", + "TId : 18 MId : 19 Time: 3832818.250000\n", + "TId : 76 MId : 8 Time: 1763015.380000\n", + "TId : 7 MId : 0 Time: 212493.090000\n", + "TId : 80 MId : 1 Time: 448551.000000\n", + "TId : 77 MId : 16 Time: 3196767.750000\n", + "TId : 37 MId : 2 Time: 606169.690000\n", + "TId : 62 MId : 4 Time: 932361.190000\n", + "TId : 6 MId : 0 Time: 213760.550000\n", + "TId : 69 MId : 7 Time: 1567534.380000\n", + "TId : 71 MId : 29 Time: 5130620.500000\n", + "TId : 11 MId : 0 Time: 215259.310000\n", + "TId : 33 MId : 6 Time: 1342382.120000\n", + "TId : 10 MId : 1 Time: 456526.880000\n", + "TId : 48 MId : 3 Time: 765002.380000\n", + "TId : 43 MId : 0 Time: 222647.620000\n", + "TId : 57 MId : 22 Time: 4391649.000000\n", + "TId : 71 MId : 2 Time: 638165.810000\n", + "TId : 59 MId : 0 Time: 231614.020000\n", + "TId : 63 MId : 5 Time: 1255535.620000\n", + "TId : 2 MId : 1 Time: 466482.560000\n", + "TId : 66 MId : 25 Time: 4844810.000000\n", + "TId : 32 MId : 18 Time: 3765767.500000\n", + "TId : 10 MId : 0 Time: 239889.580000\n", + "TId : 49 MId : 15 Time: 3261826.250000\n", + "TId : 43 MId : 13 Time: 2706265.000000\n", + "TId : 18 MId : 4 Time: 1044845.190000\n", + "TId : 24 MId : 14 Time: 2999687.250000\n", + "TId : 25 MId : 0 Time: 245723.360000\n", + "TId : 12 MId : 12 Time: 2715238.500000\n", + "TId : 23 MId : 3 Time: 838846.380000\n", + "TId : 57 MId : 2 Time: 692233.190000\n", + "TId : 60 MId : 10 Time: 2233915.500000\n", + "TId : 42 MId : 1 Time: 508398.030000\n", + "TId : 31 MId : 0 Time: 253457.980000\n", + "TId : 13 MId : 30 Time: 5778228.500000\n", + "TId : 26 MId : 20 Time: 4312312.000000\n", + "TId : 17 MId : 9 Time: 2268166.250000\n", + "TId : 13 MId : 0 Time: 257111.980000\n", + "TId : 9 MId : 8 Time: 2082439.620000\n", + "TId : 47 MId : 1 Time: 512710.440000\n", + "TId : 28 MId : 0 Time: 258003.580000\n", + "TId : 40 MId : 6 Time: 1679096.120000\n", + "TId : 2 MId : 7 Time: 1887032.620000\n", + "TId : 40 MId : 2 Time: 715901.120000\n", + "TId : 42 MId : 3 Time: 874436.250000\n", + "TId : 20 MId : 11 Time: 2576930.750000\n", + "TId : 23 MId : 4 Time: 1199005.250000\n", + "TId : 21 MId : 0 Time: 286811.590000\n", + "TId : 26 MId : 5 Time: 1556611.750000\n", + "TId : 13 MId : 1 Time: 540771.120000\n", + "TId : 0 MId : 23 Time: 4946514.000000\n", + "TId : 3 MId : 0 Time: 304970.000000\n", + "TId : 35 MId : 26 Time: 5576155.500000\n", + "TId : 30 MId : 2 Time: 719719.440000\n", + "TId : 10 MId : 17 Time: 3680704.500000\n", + "TId : 20 MId : 0 Time: 314961.030000\n", + "TId : 2 MId : 1 Time: 568240.250000\n", + "TId : 0 MId : 3 Time: 918567.000000\n", + "TId : 26 MId : 0 Time: 380832.530000\n", + "TId : 9 MId : 4 Time: 1212059.620000\n", + "TId : 20 MId : 2 Time: 749363.440000\n", + "TId : 25 MId : 1 Time: 605344.380000\n", + "TId : 23 MId : 21 Time: 4447055.000000\n", + "TId : 26 MId : 0 Time: 417522.690000\n", + "TId : 27 MId : 6 Time: 1760549.500000\n", + "TId : 12 MId : 16 Time: 3929059.500000\n", + "TId : 13 MId : 5 Time: 1602678.620000\n", + "TId : 14 MId : 10 Time: 2634993.500000\n", + "TId : 16 MId : 7 Time: 2005347.880000\n", + "TId : 6 MId : 0 Time: 424527.410000\n", + "TId : 1 MId : 31 Time: 7018352.500000\n", + "TId : 18 MId : 19 Time: 4446249.500000\n", + "TId : 2 MId : 8 Time: 2383827.750000\n", + "TId : 2 MId : 3 Time: 1144524.120000\n", + "TId : 4 MId : 9 Time: 2667366.250000\n", + "TId : 10 MId : 2 Time: 797711.440000\n", + "TId : 7 MId : 1 Time: 757093.880000\n", + "TId : 0 MId : 12 Time: 3099120.250000\n", + "TId : 8 MId : 0 Time: 487309.620000\n", + "TId : 7 MId : 13 Time: 3562181.000000\n", + "TId : 9 MId : 4 Time: 1291708.620000\n", + "TId : 10 MId : 27 Time: 6851989.500000\n", + "TId : 6 MId : 24 Time: 5895525.500000\n", + "TId : 3 MId : 14 Time: 3975096.500000\n", + "TId : 3 MId : 0 Time: 553984.560000\n", + "TId : 4 MId : 11 Time: 3079954.000000\n", + "TId : 3 MId : 1 Time: 961124.810000\n", + "TId : 3 MId : 2 Time: 1391056.120000\n", + "TId : 1 MId : 0 Time: 659958.620000\n", + "TId : 2 MId : 3 Time: 1650834.880000\n", + "TId : 1 MId : 15 Time: 5047563.500000\n", + "TId : 0 MId : 1 Time: 1539902.000000\n", + "Final Ready Time \n", + " [21465670.64000001 22508062.4 21361575.85000001 21541128.84\n", + " 20407274.6 19621816.9 19409861.02 19662928.37\n", + " 19870638.64 19924627.34 19628712.35 20959820.86\n", + " 20007710.84 20264736.24 20743796.85 21742635.2\n", + " 19549356.91 18450538.29 16599400.91 19847580.78\n", + " 17255174.79 19303638.5 16221515.24 18083934.06\n", + " 20734884.93 16543444.25 18276817.69 20680687.44\n", + " 15016116.12 15902843. 17249065. 19807837.12 ]\n" + ] + } + ], + "source": [ + "def min_min_scheduler(ETMat,readyTime = 0):\n", + " #Runs with a default ready time of 0, for all the machine in the initial state\n", + " if readyTime == 0: \n", + " readyTime = np.zeros(ETMat.shape[1])\n", + " #Output format: {Task ID, Machine ID, Execution Time}\n", + " out = np.empty((ETMat.shape[0],3))\n", + " #Completion Time = ExecutionTime + ReadyTime\n", + " CTMat = ETMat + readyTime\n", + " CTMat = np.hstack((CTMat, np.arange(CTMat.shape[0]).reshape(CTMat.shape[0],-1)))\n", + " for i in range(ETMat.shape[0]):\n", + " TId = np.where(CTMat == CTMat[:,:-1].min())[0][0]\n", + " MId = np.where(CTMat == CTMat[:,:-1].min())[1][0]\n", + " TId_ET = int(CTMat[TId,-1])\n", + " print(\"TId : %d MId : %d Time: %f\" %(TId,MId, ETMat[TId_ET,MId]))\n", + " #Updating the Ready Time for the current machine\n", + " readyTime[MId] = readyTime[MId] + ETMat[TId_ET,MId]\n", + " #Output the Task-Machine array to an output array\n", + " #Format: {Task ID, Machine ID, Execution Time}\n", + " out[i,0] = CTMat[TId,-1]; out[i,1] = MId; out[i,2] = ETMat[TId_ET,MId]\n", + " #Updating the value with current ready time for the given machine in the Completion Time Matrix\n", + " CTMat[:,MId] = CTMat[:,MId] + ETMat[TId_ET,MId]\n", + " #Removal of the mapped task from the CTMatrix\n", + " CTMat = np.delete(CTMat,TId, 0)\n", + " print(\"Final Ready Time \\n\", readyTime)\n", + " return (out, readyTime)\n", + "\n", + "\n", + "out,readyTime = min_min_scheduler(ETMat)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Ready Time with Min-Min Algorithm: 22508062.400000002\n" + ] + } + ], + "source": [ + "print(\"Ready Time with Min-Min Algorithm:\", readyTime.max())" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[0.00000000e+00, 4.00000000e+00, 2.56879380e+05],\n", + " [1.00000000e+00, 2.60000000e+01, 4.29153550e+06],\n", + " [2.00000000e+00, 1.00000000e+00, 2.72716440e+05],\n", + " ...,\n", + " [1.02100000e+03, 1.50000000e+01, 4.36251280e+05],\n", + " [1.02200000e+03, 1.00000000e+01, 1.26321662e+06],\n", + " [1.02300000e+03, 3.00000000e+00, 3.61647970e+05]])" + ] + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "out.view('i8,i8,i8').sort(order=['f0'], axis=0)\n", + "out" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "a = initialize_population(100,1024,32)\n", + "a[0,:] = out[:,1].reshape(1,-1)" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Before: \n", + " [[4.00000000e+00 2.60000000e+01 1.00000000e+00 ... 1.00000000e+01\n", + " 3.00000000e+00 2.25080624e+07]\n", + " [2.50000000e+01 2.60000000e+01 1.00000000e+00 ... 1.00000000e+01\n", + " 1.00000000e+01 1.44602291e+08]\n", + " [1.50000000e+01 5.00000000e+00 2.00000000e+01 ... 2.10000000e+01\n", + " 3.00000000e+00 1.49232695e+08]\n", + " ...\n", + " [4.00000000e+00 2.60000000e+01 1.00000000e+00 ... 2.70000000e+01\n", + " 3.00000000e+00 2.31559515e+08]\n", + " [0.00000000e+00 2.60000000e+01 1.00000000e+00 ... 1.00000000e+01\n", + " 3.00000000e+00 2.43924026e+08]\n", + " [4.00000000e+00 2.60000000e+01 2.60000000e+01 ... 1.00000000e+01\n", + " 3.00000000e+00 2.70893861e+08]]\n", + "Parents: \n", + "[[4.00000000e+00 2.60000000e+01 1.00000000e+00 ... 1.00000000e+01\n", + " 3.00000000e+00 2.25080624e+07]\n", + " [2.50000000e+01 2.60000000e+01 1.00000000e+00 ... 1.00000000e+01\n", + " 1.00000000e+01 1.44602291e+08]\n", + " [1.50000000e+01 5.00000000e+00 2.00000000e+01 ... 2.10000000e+01\n", + " 3.00000000e+00 1.49232695e+08]\n", + " ...\n", + " [1.20000000e+01 1.00000000e+01 1.00000000e+00 ... 3.00000000e+01\n", + " 3.00000000e+00 1.64390989e+08]\n", + " [2.50000000e+01 2.60000000e+01 1.00000000e+00 ... 1.00000000e+01\n", + " 3.00000000e+00 1.64498604e+08]\n", + " [8.00000000e+00 2.30000000e+01 1.10000000e+01 ... 1.00000000e+01\n", + " 2.80000000e+01 1.64519166e+08]]\n" + ] + }, + { + "data": { + "text/plain": [ + "array([[ 4., 26., 1., ..., 15., 10., 3.],\n", + " [25., 26., 1., ..., 15., 10., 10.],\n", + " [15., 5., 20., ..., 13., 21., 3.],\n", + " ...,\n", + " [12., 10., 1., ..., 15., 30., 3.],\n", + " [25., 26., 1., ..., 15., 10., 3.],\n", + " [ 8., 23., 11., ..., 15., 10., 28.]])" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fit = calc_fitness(a,ETMat)\n", + "selection(population,fit,0.2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Phases:\n", + " 1. Initial Population\n", + " 2. Fitness Function\n", + " 3. Selection\n", + " 4. Crossover\n", + " 5. Mutation" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [], + "source": [ + "def initialize_population(size,tasks,machines):\n", + " #Size: Number of Chromosomes in the population\n", + " #Tasks: Number of tasks in the MetaTask Matrix\n", + " #Machines: Total Number of virtual resources.\n", + " return np.random.choice(machines,(size,tasks))\n", + "\n", + "\n", + "def calc_fitness(population,ETMat):\n", + " #Calculation of fitness based on total readyTime of all the solutions/chromosomes in the population.\n", + " #Ready Time of all the solutions are calculated, and the chromosomes with lesser readyTime are better.\n", + " machines = len(np.unique(population))\n", + " readyTime = np.zeros((population.shape[0],machines))\n", + " for i in range(population.shape[0]):\n", + " for j in range(population.shape[1]):\n", + " readyTime[i,population[i,j]] += ETMat[j,population[i,j]]\n", + " readyTime[i] = readyTime[i].max()\n", + " fitness = readyTime[:,0]\n", + " return fitness\n", + " \n", + "def selection(population,fitness,survivalRate):\n", + " #Selection of the parents to crossover.\n", + " #Selection is done on the basis of fitness value calculated over the current population\n", + " parent = np.hstack((population,fitness.reshape(population.shape[0],-1)))\n", + " parent = parent[parent[:,-1].argsort()]\n", + " cutoff = int(survivalRate*population.shape[0])\n", + " return parent[:cutoff,:-1]\n", + "\n", + "def crossover(parents,offspring_size):\n", + " #Crossing is done in a single-point manner, so as to breed the best of the current generation\n", + " offspring_size = (int(parents.shape[0]/(1-offspring_size))-parents.shape[0],parents.shape[1])\n", + " print(\"Offspring_Size: \")\n", + " print(offspring_size)\n", + " children = np.empty(offspring_size)\n", + " crossover_point = int(offspring_size[1]/2)\n", + " \n", + " for i in range(offspring_size[0]):\n", + " parent1 = i%parents.shape[0]\n", + " parent2 = (i+1)%parents.shape[0]\n", + " \n", + " children[i,:crossover_point] = parents[parent1,:crossover_point]\n", + " children[i,crossover_point:] = parents[parent2,crossover_point:]\n", + " return children\n", + "\n", + "def mutation(children,mutation_ratio):\n", + " machines = len(np.unique(children))\n", + " mutation_size = int(mutation_ratio * children.shape[1])\n", + " \n", + " for child in range(children.shape[0]):\n", + " genes = np.random.choice(children.shape[1],mutation_size)\n", + " for gene_pos in genes: children[child,gene_pos] = np.random.choice(machines)\n", + " return children" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### The algorithm works on the principle of makespan minimization. For the same, at each generation,The individuals/chromosomes which give the minimum makespan survive, so as to breed further to transfer their best genes onto the next generation. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [], + "source": [ + "#Parameters\n", + "pop_size = 100\n", + "tasks = 1024\n", + "machines = 32\n", + "survivalRate = 0.5\n", + "mutationRatio = 0.01\n", + "total_generations = 500\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "population = initialize_population(pop_size,tasks,machines)\n", + "\n", + "#Adding Output of min-min algorith as one of the parents\n", + "population[0,:] = out[:,1].reshape(1,-1)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial Population: [[ 4 26 1 ... 15 10 3]\n", + " [ 7 18 21 ... 6 19 21]\n", + " [ 7 14 31 ... 13 29 7]\n", + " ...\n", + " [ 5 17 20 ... 1 1 30]\n", + " [24 16 20 ... 27 18 12]\n", + " [ 4 29 16 ... 18 9 2]]\n", + "*****************************************************\n", + "Generation: 0\n", + "Fitness: \n", + " [2.25080624e+07 1.71508335e+08 2.50868980e+08 2.04458487e+08\n", + " 2.07233620e+08 1.88386236e+08 2.27987331e+08 1.68985264e+08\n", + " 1.92104822e+08 1.66352777e+08 2.08734578e+08 2.11095844e+08\n", + " 1.80347162e+08 1.82282117e+08 1.73434086e+08 2.02836322e+08\n", + " 2.00088629e+08 1.68244947e+08 1.76010523e+08 1.51539751e+08\n", + " 1.83135551e+08 1.85059434e+08 1.62060085e+08 2.11666055e+08\n", + " 2.31546906e+08 1.74569767e+08 1.50469636e+08 1.91296390e+08\n", + " 2.38598959e+08 1.78972797e+08 1.91592069e+08 1.77906505e+08\n", + " 2.06927841e+08 1.68171087e+08 1.91849651e+08 1.79799568e+08\n", + " 1.67170649e+08 1.90211916e+08 1.93225670e+08 1.83673041e+08\n", + " 1.62689412e+08 1.90614765e+08 1.63676706e+08 1.82259108e+08\n", + " 2.10621628e+08 1.92849485e+08 1.86925837e+08 2.11640024e+08\n", + " 2.04437374e+08 1.55601012e+08 2.00288819e+08 1.76755536e+08\n", + " 1.88844570e+08 2.08126646e+08 2.20383336e+08 1.55942264e+08\n", + " 1.69989392e+08 1.92750918e+08 1.69498805e+08 1.70884657e+08\n", + " 1.80430548e+08 1.83286029e+08 1.94393383e+08 1.88006399e+08\n", + " 1.86427957e+08 1.58308646e+08 2.32516931e+08 1.82754574e+08\n", + " 2.19056430e+08 1.81114713e+08 1.96773349e+08 1.67441752e+08\n", + " 1.72312586e+08 2.17274362e+08 1.46874236e+08 1.51575364e+08\n", + " 1.65391487e+08 2.02605309e+08 1.86237270e+08 2.02505043e+08\n", + " 1.44092224e+08 1.83238135e+08 1.87806061e+08 1.77663149e+08\n", + " 1.50525914e+08 1.77925157e+08 1.83984028e+08 1.69106479e+08\n", + " 1.71145911e+08 1.82841079e+08 1.59870196e+08 1.81050458e+08\n", + " 1.57965072e+08 1.95801200e+08 1.78423063e+08 1.66393462e+08\n", + " 1.79833527e+08 1.86126296e+08 1.74401589e+08 1.98380324e+08]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 15. 10. 3.]\n", + " [10. 21. 12. ... 10. 30. 19.]\n", + " [29. 16. 11. ... 3. 21. 5.]\n", + " ...\n", + " [12. 7. 5. ... 2. 4. 27.]\n", + " [ 4. 18. 24. ... 2. 3. 17.]\n", + " [19. 15. 0. ... 11. 26. 16.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n", + "*****************************************************\n", + "Generation: 1\n", + "Fitness: \n", + " [2.25080624e+07 1.44092224e+08 1.46874236e+08 1.50469636e+08\n", + " 1.50525914e+08 1.51539751e+08 1.51575364e+08 1.55601012e+08\n", + " 1.55942264e+08 1.57965072e+08 1.58308646e+08 1.59870196e+08\n", + " 1.62060085e+08 1.62689412e+08 1.63676706e+08 1.65391487e+08\n", + " 1.66352777e+08 1.66393462e+08 1.67170649e+08 1.67441752e+08\n", + " 1.68171087e+08 1.68244947e+08 1.68985264e+08 1.69106479e+08\n", + " 1.69498805e+08 1.69989392e+08 1.70884657e+08 1.71145911e+08\n", + " 1.71508335e+08 1.72312586e+08 1.73434086e+08 1.74401589e+08\n", + " 1.74569767e+08 1.76010523e+08 1.76755536e+08 1.77663149e+08\n", + " 1.77906505e+08 1.77925157e+08 1.78423063e+08 1.78972797e+08\n", + " 1.79799568e+08 1.79833527e+08 1.80347162e+08 1.80430548e+08\n", + " 1.81050458e+08 1.81114713e+08 1.82259108e+08 1.82282117e+08\n", + " 1.82754574e+08 1.82841079e+08 1.03806378e+08 1.54728856e+08\n", + " 1.63483842e+08 1.61399998e+08 1.49847947e+08 1.66896318e+08\n", + " 1.70772058e+08 1.68910064e+08 1.85284311e+08 1.77299943e+08\n", + " 1.38115796e+08 1.67916577e+08 1.55186693e+08 2.13196432e+08\n", + " 1.69844160e+08 1.61410000e+08 1.87433521e+08 1.85752150e+08\n", + " 1.74367234e+08 1.59244984e+08 1.93050522e+08 1.65683747e+08\n", + " 1.76066566e+08 1.93469886e+08 1.49760356e+08 1.75995059e+08\n", + " 1.61996844e+08 1.99553457e+08 1.60363708e+08 1.94781141e+08\n", + " 1.59502078e+08 1.68125674e+08 1.99287065e+08 1.48850612e+08\n", + " 2.47850933e+08 1.80253506e+08 1.81971012e+08 1.71654590e+08\n", + " 1.71509319e+08 1.95807425e+08 1.76445206e+08 1.85518044e+08\n", + " 1.63084024e+08 1.52097666e+08 1.63812120e+08 1.96338932e+08\n", + " 1.71464011e+08 1.74885487e+08 1.77914022e+08 1.23124276e+08]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 10. 30. 19.]\n", + " [19. 15. 0. ... 15. 10. 3.]\n", + " ...\n", + " [11. 16. 6. ... 30. 15. 7.]\n", + " [ 8. 2. 3. ... 25. 10. 11.]\n", + " [14. 7. 16. ... 28. 19. 24.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n", + "*****************************************************\n", + "Generation: 2\n", + "Fitness: \n", + " [2.25080624e+07 1.03806378e+08 1.23124276e+08 1.38115796e+08\n", + " 1.44092224e+08 1.46874236e+08 1.48850612e+08 1.49760356e+08\n", + " 1.49847947e+08 1.50469636e+08 1.50525914e+08 1.51539751e+08\n", + " 1.51575364e+08 1.52097666e+08 1.54728856e+08 1.55186693e+08\n", + " 1.55601012e+08 1.55942264e+08 1.57965072e+08 1.58308646e+08\n", + " 1.59244984e+08 1.59502078e+08 1.59870196e+08 1.60363708e+08\n", + " 1.61399998e+08 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1.68822886e+08\n", + " 1.46279887e+08 1.81485373e+08 1.66352684e+08 1.51435244e+08\n", + " 1.74213550e+08 1.70427334e+08 1.75101524e+08 1.62084978e+08\n", + " 1.45729463e+08 1.62742075e+08 1.39851611e+08 1.95977407e+08\n", + " 1.46377652e+08 1.63266334e+08 1.62485051e+08 1.52434544e+08\n", + " 1.77111740e+08 1.56891880e+08 1.62813805e+08 1.63829113e+08\n", + " 1.69798858e+08 1.55790084e+08 2.10522078e+08 1.03403105e+08]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " ...\n", + " [27. 10. 0. ... 7. 19. 12.]\n", + " [11. 16. 6. ... 5. 8. 29.]\n", + " [20. 0. 17. ... 20. 3. 1.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n", + "*****************************************************\n", + "Generation: 4\n", + "Fitness: \n", + " [2.25080624e+07 2.58461014e+07 2.87362709e+07 3.07454971e+07\n", + " 1.03403105e+08 1.03806378e+08 1.03806378e+08 1.04920609e+08\n", + " 1.10866269e+08 1.10976630e+08 1.18915160e+08 1.23124276e+08\n", + " 1.38115796e+08 1.39840268e+08 1.39851611e+08 1.39851611e+08\n", + " 1.40785183e+08 1.40797683e+08 1.41694844e+08 1.41955648e+08\n", + " 1.41955648e+08 1.43038286e+08 1.43235499e+08 1.44092224e+08\n", + " 1.45729463e+08 1.46279887e+08 1.46332332e+08 1.46377652e+08\n", + " 1.46874236e+08 1.48850612e+08 1.49760356e+08 1.49847947e+08\n", + " 1.50469636e+08 1.50525914e+08 1.51213537e+08 1.51435244e+08\n", + " 1.51539751e+08 1.51575364e+08 1.52097666e+08 1.52424962e+08\n", + " 1.52434544e+08 1.52963337e+08 1.53632405e+08 1.53840127e+08\n", + " 1.54380028e+08 1.54728856e+08 1.55186693e+08 1.55387179e+08\n", + " 1.55589529e+08 1.55601012e+08 2.87162430e+07 3.42201334e+07\n", + " 3.21323344e+07 2.56972219e+07 1.72079598e+08 1.03806378e+08\n", + " 1.13171776e+08 1.10866269e+08 2.87362709e+07 1.25208404e+08\n", + " 1.11808684e+08 1.73007430e+08 1.44367949e+08 1.37935817e+08\n", + " 1.40002796e+08 1.40239503e+08 1.56865923e+08 1.48253451e+08\n", + " 1.40982274e+08 1.41955648e+08 1.59098152e+08 1.52646216e+08\n", + " 1.46829222e+08 1.56230722e+08 1.57139500e+08 1.44015219e+08\n", + " 1.50438798e+08 1.52768627e+08 1.66379778e+08 1.48299509e+08\n", + " 1.54991893e+08 1.81056670e+08 1.61399998e+08 1.68612062e+08\n", + " 1.55935121e+08 1.53622645e+08 1.65052036e+08 1.60636281e+08\n", + " 1.89370526e+08 1.73542637e+08 1.54725104e+08 1.54728856e+08\n", + " 1.58463463e+08 1.44931422e+08 1.87627505e+08 1.48385078e+08\n", + " 1.88087604e+08 1.58122867e+08 1.48835643e+08 1.14135482e+08]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " ...\n", + " [10. 21. 12. ... 10. 30. 19.]\n", + " [29. 16. 11. ... 3. 21. 5.]\n", + " [15. 12. 17. ... 13. 24. 17.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n", + "*****************************************************\n", + "Generation: 5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fitness: \n", + " [2.25080624e+07 2.56972219e+07 2.58461014e+07 2.87162430e+07\n", + " 2.87362709e+07 2.87362709e+07 3.07454971e+07 3.21323344e+07\n", + " 3.42201334e+07 1.03403105e+08 1.03806378e+08 1.03806378e+08\n", + " 1.03806378e+08 1.04920609e+08 1.10866269e+08 1.10866269e+08\n", + " 1.10976630e+08 1.11808684e+08 1.13171776e+08 1.14135482e+08\n", + " 1.18915160e+08 1.23124276e+08 1.25208404e+08 1.37935817e+08\n", + " 1.38115796e+08 1.39840268e+08 1.39851611e+08 1.39851611e+08\n", + " 1.40002796e+08 1.40239503e+08 1.40785183e+08 1.40797683e+08\n", + " 1.40982274e+08 1.41694844e+08 1.41955648e+08 1.41955648e+08\n", + " 1.41955648e+08 1.43038286e+08 1.43235499e+08 1.44015219e+08\n", + " 1.44092224e+08 1.44367949e+08 1.44931422e+08 1.45729463e+08\n", + " 1.46279887e+08 1.46332332e+08 1.46377652e+08 1.46829222e+08\n", + " 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494\n", + "Fitness: \n", + " [22312714.19 22312714.19 22312714.19 22365731.36\n", + " 22478133.73 22478133.73 22508062.4 22532570.32\n", + " 22552170.82 22593468.06 22594067.62 22594067.62\n", + " 22594067.62 22594067.62 22606547.13 22609624.\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22622535.76999999 22625970.37 22655708.79\n", + " 22670587.97 22670685.19 22670685.19 22670685.19\n", + " 22670685.19 22670685.19 22670685.19 22677429.55\n", + " 22690374.31 22703970.09 22706147.82 22709657.62\n", + " 22715299.22 22723315.59 22723315.59 22728176.27\n", + " 22728176.27 22730914.85 22757585.23 22765872.5\n", + " 22768614.53 22778802. 25806347.91 41024758.06\n", + " 27463149.7 27953676.56 25763926.24 28647004.36\n", + " 24618401.41 25107560.05 26241868.43 38123756.01000001\n", + " 23151918.04 29530668.29 29970074.72 28471313.74\n", + " 29305103.75 24022042.62 25776151.04000001 26139170.24\n", + " 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+ " 22552170.82 22593468.06 22594067.62 22594067.62\n", + " 22594067.62 22594067.62 22606547.13 22609624.\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22622535.76999999 22625970.37 22655708.79\n", + " 22670587.97 22670685.19 22670685.19 22670685.19\n", + " 22670685.19 22670685.19 22670685.19 22677429.55\n", + " 22690374.31 22703970.09 22706147.82 22709657.62\n", + " 22715299.22 22723315.59 22723315.59 22728176.27\n", + " 22728176.27 22730914.85 22757585.23 22765872.5\n", + " 22768614.53 22778802. 25542841.97 27467765.03\n", + " 24282819.51 31154970.43 28053930.69 25969722.49\n", + " 24836728.04 24389993.49 25868001. 31366490.62\n", + " 24063228.56 27698753.81 29184356.12 28207035.93\n", + " 26601884.87 26629918.37 26100443.81 33435665.04\n", + " 25271594.68 25108176.54 32238853.03 23881098.72000001\n", + " 30247255.56 28529476.62 30815913.87 29767851.12\n", + " 32791042.06 32467848.44 29341471.12 28415523.25\n", + " 25499155.25 28461992.69 24279214.94 25465767.11\n", + " 30089060.5 27444319.69 35019791.94 25983427.94\n", + " 26385545.37 26841696.68 28135072.93 27823584.31\n", + " 30382898.18 23047549.46 25752670.93 27231813.99\n", + " 28097801.5 30294620.75 27490911.54 25588675.22 ]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 29. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " ...\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 29. 10. 3.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n", + "*****************************************************\n", + "Generation: 496\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fitness: \n", + " [22312714.19 22312714.19 22312714.19 22365731.36\n", + " 22478133.73 22478133.73 22508062.4 22532570.32\n", + " 22552170.82 22593468.06 22594067.62 22594067.62\n", + " 22594067.62 22594067.62 22606547.13 22609624.\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22622535.76999999 22625970.37 22655708.79\n", + " 22670587.97 22670685.19 22670685.19 22670685.19\n", + " 22670685.19 22670685.19 22670685.19 22677429.55\n", + " 22690374.31 22703970.09 22706147.82 22709657.62\n", + " 22715299.22 22723315.59 22723315.59 22728176.27\n", + " 22728176.27 22730914.85 22757585.23 22765872.5\n", + " 22768614.53 22778802. 23184864.7 27838093.28\n", + " 25625492.73 28166562.69 25874101.7 27816461.95\n", + " 26043856.19 24665540.74 26772262.49 34913826.93000001\n", + " 23443299.29 26252943.67 25272842.69 30491383.24\n", + " 26618948.64 26628472.49 22907267.65000001 25764108.41\n", + " 30030067.93 24233261.06 26435089.36 31119152.12\n", + " 33504782.25 25722501.24 24656814.41 30248871.87\n", + " 26384942.93 24424184.78 27234613.98 28116503.8\n", + " 31740950.62 26202428.16 28792388.12 29902629.29\n", + " 27525337.44 30208477.81 28958759.94 29508000.75\n", + " 23998208. 26199391.91 27965087.94 26604884.87\n", + " 24081632.94 25967015.7 25794053.79 41725868.44\n", + " 26895703.31 26994282.1 27406672.94 23462396.21 ]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 29. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " ...\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 29. 10. 3.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n", + "*****************************************************\n", + "Generation: 497\n", + "Fitness: \n", + " [22312714.19 22312714.19 22312714.19 22365731.36\n", + " 22478133.73 22478133.73 22508062.4 22532570.32\n", + " 22552170.82 22593468.06 22594067.62 22594067.62\n", + " 22594067.62 22594067.62 22606547.13 22609624.\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22615394.75 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25144472.75 28437516.26 30523991.\n", + " 31380529. 30699765.6 25898790.87 27987519.43 ]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 29. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " ...\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 29. 10. 3.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n", + "*****************************************************\n", + "Generation: 498\n", + "Fitness: \n", + " [22312714.19 22312714.19 22312714.19 22365731.36\n", + " 22478133.73 22478133.73 22508062.4 22532570.32\n", + " 22552170.82 22593468.06 22594067.62 22594067.62\n", + " 22594067.62 22594067.62 22606547.13 22609624.\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22622535.76999999 22625970.37 22655708.79\n", + " 22670587.97 22670685.19 22670685.19 22670685.19\n", + " 22670685.19 22670685.19 22670685.19 22677429.55\n", + " 22690374.31 22703970.09 22706147.82 22709657.62\n", + " 22715299.22 22723315.59 22723315.59 22728176.27\n", + " 22728176.27 22730914.85 22757585.23 22765872.5\n", + " 22768614.53 22778802. 27724156.24 26552498.11\n", + " 26744717.54 29088990.62 24946135.47999999 24723060.6\n", + " 24371436.09 25113264.79 27900512.82 26558895.31\n", + " 26220341.49 28608225.04 26224800.79 27493764.87\n", + " 29241407.7 29855817.19 30509064.93 25525123.5\n", + " 26034487.42 32502354.79 28508721.25 27838888.37\n", + " 23792385.5 22827040.37 22881237.37 28818767.99\n", + " 28464692.19 24531037.54 24792409.5 27807997.05\n", + " 30332435.12 41818077.93 26382631.19 26957913.75\n", + " 27696698.5 27221192.94 31944010. 26535617.32000001\n", + " 29675996.61 32086698.25 25682780.99 29036025.19\n", + " 25828378.68 28157244.63 27604936.13 24702134.74\n", + " 30133303.28 34179927.87 24548683.72 27887940. ]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 29. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " ...\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 29. 10. 3.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n", + "*****************************************************\n", + "Generation: 499\n", + "Fitness: \n", + " [22312714.19 22312714.19 22312714.19 22365731.36\n", + " 22478133.73 22478133.73 22508062.4 22532570.32\n", + " 22552170.82 22593468.06 22594067.62 22594067.62\n", + " 22594067.62 22594067.62 22606547.13 22609624.\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22615394.75 22615394.75 22615394.75\n", + " 22615394.75 22622535.76999999 22625970.37 22655708.79\n", + " 22670587.97 22670685.19 22670685.19 22670685.19\n", + " 22670685.19 22670685.19 22670685.19 22677429.55\n", + " 22690374.31 22703970.09 22706147.82 22709657.62\n", + " 22715299.22 22723315.59 22723315.59 22728176.27\n", + " 22728176.27 22730914.85 22757585.23 22765872.5\n", + " 22768614.53 22778802. 27967069.5 25454360.6\n", + " 25378697.25 25220943.77 27521473.03 23844967.25999999\n", + " 26206930.04 25699586.87 26652907.7 31597299.44\n", + " 22785571.75 26549782.45 33793781.75 32676040.25\n", + " 26837489. 26008528.66 29566625.25 24232617.68\n", + " 23847648.34 27185040.25 25429968.91 28138280.05\n", + " 26727812.41 29219836.44 25247880.75 26159888.79\n", + " 29790829.04 25895189.9 28546932.13 29359491.5\n", + " 24197033.62 28744302.9 24840781.25 24354995.78\n", + " 25240584.04 25703926.54 28958759.94 28665947.25\n", + " 28396012.25 27602845.56 25612381.37 25622960.75\n", + " 32009845.19 31967123.44 24772858.08 29585836.94\n", + " 29368472.12 27042209.49 32380924.79 26156311.42 ]\n", + "Parents: \n", + " [[ 4. 26. 1. ... 29. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " ...\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 15. 10. 3.]\n", + " [ 4. 26. 1. ... 29. 10. 3.]]\n", + "Offspring_Size: \n", + "(50, 1024)\n", + "*****************************************************\n" + ] + } + ], + "source": [ + "print(\"Initial Population: \", population)\n", + "overall_fitness = []\n", + "best_results = []\n", + "\n", + "\n", + "for generation in range(total_generations):\n", + " print(\"*****************************************************\")\n", + " print(\"Generation: \", generation)\n", + " #Calculation of fitness of each generation\n", + " fitness = calc_fitness(population,ETMat)\n", + " print(\"Fitness: \\n\", fitness)\n", + " \n", + " #Adding the best result of each generation to a list\n", + " best_results.append(fitness.min())\n", + " \n", + " #Selection of Parents to crossover\n", + " parents = selection(population,fitness,survivalRate)\n", + " print(\"Parents: \\n\", parents)\n", + " \n", + " #Crossing-over to get children\n", + " children = crossover(parents,1-survivalRate)\n", + " \n", + " #Adding variations/mutations to the current children\n", + " children = mutation(children,mutationRatio)\n", + " \n", + " #Updating the population with the parent and children\n", + " population[:parents.shape[0],:] = parents\n", + " population[parents.shape[0]:,:] = children\n", + " print(\"*****************************************************\")\n", + " \n", + "#After all the generations," + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "22312714.189999998" + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fitness[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot\n", + "matplotlib.pyplot.plot(best_results)\n", + "matplotlib.pyplot.xlabel(\"Generation\")\n", + "matplotlib.pyplot.ylabel(\"readyTime\")\n", + "matplotlib.pyplot.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Scheduling.py b/Scheduling.py new file mode 100644 index 0000000..67137d7 --- /dev/null +++ b/Scheduling.py @@ -0,0 +1,185 @@ +#!/usr/bin/env python +# coding: utf-8 + +__author__ = "Himanshu Dutta" + + + +import numpy as np +import pandas as pd + + +data = pd.read_csv("u_c_hihi.csv") +ETMat = data.to_numpy().reshape(1024,32) + + +def min_min_scheduler(ETMat,readyTime = 0): + #Runs with a default ready time of 0, for all the machine in the initial state + if readyTime == 0: + readyTime = np.zeros(ETMat.shape[1]) + #Output format: {Task ID, Machine ID, Execution Time} + out = np.empty((ETMat.shape[0],3)) + #Completion Time = ExecutionTime + ReadyTime + CTMat = ETMat + readyTime + CTMat = np.hstack((CTMat, np.arange(CTMat.shape[0]).reshape(CTMat.shape[0],-1))) + for i in range(ETMat.shape[0]): + TId = np.where(CTMat == CTMat[:,:-1].min())[0][0] + MId = np.where(CTMat == CTMat[:,:-1].min())[1][0] + TId_ET = int(CTMat[TId,-1]) + print("TId : %d MId : %d Time: %f" %(TId,MId, ETMat[TId_ET,MId])) + #Updating the Ready Time for the current machine + readyTime[MId] = readyTime[MId] + ETMat[TId_ET,MId] + #Output the Task-Machine array to an output array + #Format: {Task ID, Machine ID, Execution Time} + out[i,0] = CTMat[TId,-1]; out[i,1] = MId; out[i,2] = ETMat[TId_ET,MId] + #Updating the value with current ready time for the given machine in the Completion Time Matrix + CTMat[:,MId] = CTMat[:,MId] + ETMat[TId_ET,MId] + #Removal of the mapped task from the CTMatrix + CTMat = np.delete(CTMat,TId, 0) + print("Final Ready Time \n", readyTime) + return (out, readyTime) + +print("Running Min-Min Algorithm....") +out,readyTime = min_min_scheduler(ETMat) + + +print("Ready Time with Min-Min Algorithm:", readyTime.max()) + + +out.view('i8,i8,i8').sort(order=['f0'], axis=0) + + + +# Phases: +# 1. Initial Population +# 2. Fitness Function +# 3. Selection +# 4. Crossover +# 5. Mutation + + + +def initialize_population(size,tasks,machines): + #Size: Number of Chromosomes in the population + #Tasks: Number of tasks in the MetaTask Matrix + #Machines: Total Number of virtual resources. + return np.random.choice(machines,(size,tasks)) + + +def calc_fitness(population,ETMat): + #Calculation of fitness based on total readyTime of all the solutions/chromosomes in the population. + #Ready Time of all the solutions are calculated, and the chromosomes with lesser readyTime are better. + machines = len(np.unique(population)) + readyTime = np.zeros((population.shape[0],machines)) + for i in range(population.shape[0]): + for j in range(population.shape[1]): + readyTime[i,population[i,j]] += ETMat[j,population[i,j]] + readyTime[i] = readyTime[i].max() + fitness = readyTime[:,0] + return fitness + +def selection(population,fitness,survivalRate): + #Selection of the parents to crossover. + #Selection is done on the basis of fitness value calculated over the current population + parent = np.hstack((population,fitness.reshape(population.shape[0],-1))) + parent = parent[parent[:,-1].argsort()] + cutoff = int(survivalRate*population.shape[0]) + return parent[:cutoff,:-1] + +def crossover(parents,offspring_size): + #Crossing is done in a single-point manner, so as to breed the best of the current generation + offspring_size = (int(parents.shape[0]/(1-offspring_size))-parents.shape[0],parents.shape[1]) + print("Offspring_Size: ") + print(offspring_size) + children = np.empty(offspring_size) + crossover_point = int(offspring_size[1]/2) + + for i in range(offspring_size[0]): + parent1 = i%parents.shape[0] + parent2 = (i+1)%parents.shape[0] + + children[i,:crossover_point] = parents[parent1,:crossover_point] + children[i,crossover_point:] = parents[parent2,crossover_point:] + return children + +def mutation(children,mutation_ratio): + machines = len(np.unique(children)) + mutation_size = int(mutation_ratio * children.shape[1]) + + for child in range(children.shape[0]): + genes = np.random.choice(children.shape[1],mutation_size) + for gene_pos in genes: children[child,gene_pos] = np.random.choice(machines) + return children + + + + + + +""" +The algorithm works on the principle of makespan minimization. +For the same, at each generation,The individuals/chromosomes which give the minimum makespan survive, +so as to breed further to transfer their best genes onto the next generation. +""" + +#Parameters +pop_size = 100 +tasks = 1024 +machines = 32 +survivalRate = 0.5 +mutationRatio = 0.01 +total_generations = 500 + + + + + +population = initialize_population(pop_size,tasks,machines) + +#Adding Output of min-min algorith as one of the parents +population[0,:] = out[:,1].reshape(1,-1) + + + +print("Initial Population: ", population) +overall_fitness = [] +best_results = [] + + +for generation in range(total_generations): + print("*****************************************************") + print("Generation: ", generation) + #Calculation of fitness of each generation + fitness = calc_fitness(population,ETMat) + print("Fitness: \n", fitness) + + #Adding the best result of each generation to a list + best_results.append(fitness.min()) + + #Selection of Parents to crossover + parents = selection(population,fitness,survivalRate) + print("Parents: \n", parents) + + #Crossing-over to get children + children = crossover(parents,1-survivalRate) + + #Adding variations/mutations to the current children + children = mutation(children,mutationRatio) + + #Updating the population with the parent and children + population[:parents.shape[0],:] = parents + population[parents.shape[0]:,:] = children + print("*****************************************************") + +#After all the generations + + +print ("Best fitness :", fitness[0]) + + + +import matplotlib.pyplot +matplotlib.pyplot.plot(best_results) +matplotlib.pyplot.xlabel("Generation") +matplotlib.pyplot.ylabel("readyTime") +matplotlib.pyplot.show() diff --git 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