private void button1_Click(object sender, EventArgs e)
{
Bitmap bitmap = new Bitmap(@"data\\mnist\\2_58.bmp");
this.pictureBox1.Image = bitmap;
BoltzmannPattern pattern = new BoltzmannPattern();
pattern.InputNeurons = bitmap.Width * bitmap.Height;
BasicNetwork network = pattern.Generate();
BoltzmannLogic logic = (BoltzmannLogic)network.Logic;
//CreateCities();
CalculateWeights(network);
}
public void Execute(IExampleInterface app)
{
this.app = app;
var pattern = new BoltzmannPattern();
pattern.InputNeurons = NEURON_COUNT;
var network = (BoltzmannMachine)pattern.Generate();
CreateCities();
CalculateWeights(network);
network.Temperature = 100;
do
{
network.EstablishEquilibrium();
app.WriteLine(network.Temperature + " : " + DisplayTour(network.CurrentState));
network.DecreaseTemperature(0.99);
} while (!IsValidTour(network.CurrentState));
app.WriteLine("Final Length: " + LengthOfTour(network.CurrentState));
}