Made Bit-Creation more variable

Author: BotMaster3000

NeuralBotMasterFramework/TestConsole/Program.cs

@@ -12,13 +12,16 @@ class Program
         private static double[][] inputData;
         private static double[][] expectedData;
 
+        const int TOTAL_BITS = 3;
+        private static int totalNumberLength = Math.Pow(2, TOTAL_BITS).ToString().Length;
+
         static void Main(string[] args)
         {
-            int totalNetworks = 100;
-            int inputNodes = 8;
+            int totalNetworks = 1000;
+            int inputNodes = TOTAL_BITS;
             int hiddenNodes = 10;
-            int hiddenLayers = 4;
-            int outputNodes = 3;
+            int hiddenLayers = 3;
+            int outputNodes = totalNumberLength;
 
             int networksToKeep = 10;
             double mutationRate = 0.2;
@@ -34,26 +37,43 @@ static void Main(string[] args)
             algorithm.MutationRate = mutationRate;
             algorithm.MutationChance = mutationChance;
 
+            Console.WriteLine("Initialization complete");
+
             while (true)
             {
+                Console.WriteLine("Propagating");
                 algorithm.PropagateAllNetworks();
+                Console.WriteLine("Breeding");
                 algorithm.BreedBestNetworks();
+                PrintData(algorithm);
+                Console.ReadLine();
+            }
+        }
+
+        private static void PrintData(GeneticAlgorithm algorithm)
+        {
+            for (int i = 0; i < 10; ++i)
+            {
+                Console.WriteLine($"Fitness {algorithm.NetworksAndFitness.Values.ElementAt(i)}");
             }
+            Console.WriteLine();
         }
 
         private static void SetupBinaryData()
         {
-            inputData = new double[256][];
-            expectedData = new double[256][];
-            for (int i = 0; i <= 255; ++i)
+            int TotalBinaryNumbers = (int)Math.Pow(2, TOTAL_BITS);
+
+            inputData = new double[TotalBinaryNumbers][];
+            expectedData = new double[TotalBinaryNumbers][];
+            for (int i = 0; i < TotalBinaryNumbers; ++i)
             {
-                string binaryString = Convert.ToString(i, 2).PadLeft(8, '0');
+                string binaryString = Convert.ToString(i, 2).PadLeft(TOTAL_BITS, '0');
                 inputData[i] = new double[binaryString.Length];
                 for (int j = 0; j < binaryString.Length; ++j)
                 {
                     inputData[i][j] = binaryString[j] == '1' ? 1 : 0;
                 }
-                string numberAsString = Convert.ToString(i).PadLeft(3, '0');
+                string numberAsString = Convert.ToString(i).PadLeft(totalNumberLength, '0');
                 expectedData[i] = new double[numberAsString.Length];
                 for (int j = 0; j < numberAsString.Length; ++j)
                 {