Created using Colaboratory

Author: adhishagc

Genetic_Algorithm_Assignment.ipynb

@@ -6,16 +6,7 @@
       "name": "Genetic Algorithm Assignment.ipynb",
       "version": "0.3.2",
       "provenance": [],
-      "collapsed_sections": [
-        "BEFLTAgH9Jxo",
-        "7JEmrYDp_IZo",
-        "o45jFGcl_Rq_",
-        "KDNuThva_Wj-",
-        "NrydFJLYZ8TN",
-        "rYDi-eCZ_hVG",
-        "ZtPy1zlX_dY_",
-        "ZZbApi5tApCR"
-      ],
+      "collapsed_sections": [],
       "include_colab_link": true
     },
     "kernelspec": {
@@ -3153,14 +3144,18 @@
         "def details(row):\n",
         "  duration = 0\n",
         "  size = 0\n",
-        "  \n",
+        "  fitness = 0\n",
         "  for i in range(len(row)):\n",
         "    if(row[i] == 1):\n",
         "      size += df.loc[9-i,'size']\n",
         "      duration += df.loc[9-i,'duration']\n",
+        "    \n",
+        "    if(size<=4500):\n",
+        "      fitness += duration\n",
+        "    else:\n",
+        "      fitness += duration*0.5\n",
         "  \n",
-        "  \n",
-        "  return duration,size"
+        "  return duration,size,fitness"
       ],
       "execution_count": 0,
       "outputs": []
@@ -3174,12 +3169,14 @@
       },
       "source": [
         "final_duration = []\n",
+        "final_fitness = []\n",
         "final_size = []\n",
         "for i in range(1024):\n",
         "  \n",
-        "  duration,size = details(values.iloc[i].values)\n",
+        "  duration,size,fitness = details(values.iloc[i].values)\n",
         "  final_duration.append(duration)\n",
-        "  final_size.append(size)"
+        "  final_size.append(size)\n",
+        "  final_fitness.append(fitness) "
       ],
       "execution_count": 0,
       "outputs": []
@@ -3211,12 +3208,12 @@
           "base_uri": "https://localhost:8080/",
           "height": 34
         },
-        "outputId": "edc8afbb-155f-4510-b15b-1921378d1acc"
+        "outputId": "4e629572-7965-421b-f27c-e763968446c3"
       },
       "source": [
         "final_size[index]"
       ],
-      "execution_count": 390,
+      "execution_count": 427,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -3228,7 +3225,7 @@
           "metadata": {
             "tags": []
           },
-          "execution_count": 390
+          "execution_count": 427
         }
       ]
     },
@@ -3241,12 +3238,12 @@
           "base_uri": "https://localhost:8080/",
           "height": 34
         },
-        "outputId": "38ff8ebd-af24-45fb-cbad-cae6e6ef2c8f"
+        "outputId": "f388cf7d-bbc6-4a59-954d-9d6156151b02"
       },
       "source": [
         "final_duration[index]"
       ],
-      "execution_count": 391,
+      "execution_count": 428,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -3258,7 +3255,7 @@
           "metadata": {
             "tags": []
           },
-          "execution_count": 391
+          "execution_count": 428
         }
       ]
     },
@@ -3271,12 +3268,12 @@
           "base_uri": "https://localhost:8080/",
           "height": 34
         },
-        "outputId": "96ce9dcb-b5b7-4a62-d6f4-0d76e7319b9d"
+        "outputId": "2b0a5479-1031-4fb3-e07d-d00f79472236"
       },
       "source": [
         "index"
       ],
-      "execution_count": 392,
+      "execution_count": 429,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -3288,7 +3285,37 @@
           "metadata": {
             "tags": []
           },
-          "execution_count": 392
+          "execution_count": 429
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "c9xYYN9h8mna",
+        "colab_type": "code",
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 34
+        },
+        "outputId": "358e148a-4cc9-4c47-cc16-9200a5f98eaf"
+      },
+      "source": [
+        "final_fitness[index]"
+      ],
+      "execution_count": 430,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "2795"
+            ]
+          },
+          "metadata": {
+            "tags": []
+          },
+          "execution_count": 430
         }
       ]
     },
@@ -3301,12 +3328,12 @@
           "base_uri": "https://localhost:8080/",
           "height": 204
         },
-        "outputId": "89cecf54-75b4-4a41-f259-1a350266ba99"
+        "outputId": "6abffb73-e545-46b3-ff34-ffeba5a525cb"
       },
       "source": [
         "values.iloc[index]"
       ],
-      "execution_count": 386,
+      "execution_count": 431,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -3328,7 +3355,7 @@
           "metadata": {
             "tags": []
           },
-          "execution_count": 386
+          "execution_count": 431
         }
       ]
     },
@@ -3344,6 +3371,29 @@
       ],
       "execution_count": 0,
       "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "XbQ4-DPC_Eds",
+        "colab_type": "text"
+      },
+      "source": [
+        "### **Differential Evolution**"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "metadata": {
+        "id": "4v5sDfKd_HWr",
+        "colab_type": "code",
+        "colab": {}
+      },
+      "source": [
+        ""
+      ],
+      "execution_count": 0,
+      "outputs": []
     }
   ]
 }