Ejemplo n.º 1
0
        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();
        }
Ejemplo n.º 2
0
    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");
    }