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Author: adhishagc

Genetic_Algorithm_Assignment.ipynb

@@ -166,7 +166,7 @@
         "def rankSelection(chromosome,fitness,popSize):\n",
         "  \n",
         "  rankTotal = sum(x for x in range(0,popSize))\n",
-        "  totRandom = rankTotal*random.uniform(0,rankTotal)\n",
+        "  totRandom = rankTotal*random.uniform(0,1) #CREEPY Something is here\n",
         "  tot=0\n",
         "  fitness_sorted = fitness.sort_values(by=['fitness'])\n",
         "  for i in fitness_sorted.index:\n",
@@ -194,26 +194,15 @@
         "  parent2 = rankSelection(chromosome,fitness,popSize)\n",
         "  \n",
         "  #random crossover point\n",
-        "  crossPoint = random.randint(1,popSize)\n",
+        "  crossPoint = random.randint(1,10)\n",
         "  \n",
         "  c1p1 = parent1[1:crossPoint]\n",
         "  c1p2 = parent1[crossPoint:11]\n",
         "  \n",
         "  child =c1p1.append(c1p2)\n",
         "  \n",
         "  child = bitflip(child)\n",
-        "  return child\n",
-        "  \n",
-        "  #return parent1, parent2\n",
-        "  #if(random.uniform(0,1)<0.75):\n",
-        "    #crossPoint = random.randint(1,popSize)\n",
-        "    #c1p1 = parent1.loc[,1:crossPoint]\n",
-        "    #c1p2 = parent2.loc[,crossPoint+1:11]\n",
-        "    \n",
-        "    #merge c1p1 and c1p2 as the new offspring\n",
-        "    \n",
-        "    \n",
-        "    "
+        "  return child"
       ],
       "execution_count": 0,
       "outputs": []
@@ -287,11 +276,11 @@
       },
       "source": [
         "#initialize\n",
-        "popSize = 16 #population size\n",
+        "popSize = 50 #population size\n",
         "fifo_index = -1\n",
         "\n",
         "#iterate model\n",
-        "values = trainModel(50)\n"
+        "values = trainModel(500)\n"
       ],
       "execution_count": 0,
       "outputs": []
@@ -305,12 +294,12 @@
           "base_uri": "https://localhost:8080/",
           "height": 204
         },
-        "outputId": "fccba889-e8d2-4fdc-cc48-ecd4aa14a687"
+        "outputId": "f09e0c6c-2e64-4ef7-d153-03240ac39d6c"
       },
       "source": [
         "values"
       ],
-      "execution_count": 139,
+      "execution_count": 204,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -319,20 +308,20 @@
               "file 1     1\n",
               "file 2     1\n",
               "file 3     1\n",
-              "file 4     1\n",
-              "file 5     1\n",
+              "file 4     0\n",
+              "file 5     0\n",
               "file 6     0\n",
               "file 7     1\n",
               "file 8     1\n",
-              "file 9     1\n",
-              "file 10    0\n",
-              "Name: 5, dtype: int64"
+              "file 9     0\n",
+              "file 10    1\n",
+              "Name: 0, dtype: int64"
             ]
           },
           "metadata": {
             "tags": []
           },
-          "execution_count": 139
+          "execution_count": 204
         }
       ]
     },