public static void Main(string[] param)
{
//TravellingSalesmanProblem tsp = new TravellingSalesmanProblem();
//Application.Run(tsp);
Brain br = new Brain();
br.AddLayer(new Layer(2, new Linear()));
br.AddLayer(new Layer(5, new Tanh()));
br.AddLayer(new Layer(1, new Tanh()));
br.Mesh();
br.TrainingSet.Add(new double[] { 0, 0 }, new double[] { 1 });
br.TrainingSet.Add(new double[] { 0, 1 }, new double[] { 0 });
br.TrainingSet.Add(new double[] { 1, 1 }, new double[] { 1 });
br.TrainingSet.Add(new double[] { 1, 0 }, new double[] { 0 });
br.Backpropagate(0.1, 150000);
Console.WriteLine("{0, 0} " + Math.Round(br.Push(new double[] { 0, 0 })[0], 2));
br.Clear();
Console.WriteLine("{1, 1} " + Math.Round(br.Push(new double[] { 1, 1 })[0], 2));
br.Clear();
Console.WriteLine("{0, 1} " + Math.Round(br.Push(new double[] { 0, 1 })[0], 2));
br.Clear();
Console.WriteLine("{1, 0} " + Math.Round(br.Push(new double[] { 1, 0 })[0], 2));
br.Clear();
Console.Read();
}
private void Awake()
{
brain = new Brain();
brain.AddInput("ballX");
brain.AddInput("ballZ");
brain.AddInput("ballVelocityX");
brain.AddInput("ballVelocityZ");
brain.AddLayer(4);
brain.AddOutput("rotationX");
brain.AddOutput("rotationZ");
}
