private void button3_Click(object sender, EventArgs e)
{
for (int i = 0; i < 1000; i++)
{
Point P = new Point(Constatnts.GetDouble(0, 7), Constatnts.GetDouble(1, 5));
double[] x = new double[] { P.X, P.Y };
neuro.SetX(x);
var res = neuro.GetOut();
DataPoint dp = new DataPoint(P.X, P.Y);
if (res[0] > 0.9)
{
dp.Color = System.Drawing.Color.Red;
}
else if (res[1] > 0.9)
{
dp.Color = System.Drawing.Color.Green;
}
else if (res[2] > 0.9)
{
dp.Color = System.Drawing.Color.Blue;
}
else
{
dp.Color = System.Drawing.Color.Orange;
}
chart1.Series[1].Points.Add(dp);
}
this.Refresh();
}
private void button1_Click(object sender, EventArgs e)
{
int first = 30;
int second = 3;
neuro = new RBFNeuroSystem(first * 3, second);
int i = 0;
List <double[]> ls = new List <double[]>();
for (; i < first; i++)
{
var nr = (RBFNeuron)neuro.Neurons[0][i];
nr.X = new double[] { Constatnts.GetDouble(1, 2), Constatnts.GetDouble(2, 4) };
ls.Add(nr.X);
}
for ( ; i < 2 * first; i++)
{
var nr = (RBFNeuron)neuro.Neurons[0][i];
nr.X = new double[] { Constatnts.GetDouble(3, 4), Constatnts.GetDouble(2, 4) };
ls.Add(nr.X);
}
for ( ; i < 3 * first; i++)
{
var nr = (RBFNeuron)neuro.Neurons[0][i];
nr.X = new double[] { Constatnts.GetDouble(5, 6), Constatnts.GetDouble(2, 4) };
ls.Add(nr.X);
}
int counter = 1;
double E = double.MaxValue;
while (E > Constatnts._Epselon)
{
for (int j = 0; j < counter; j++)
{
while (E > Constatnts._Epselon)
{
neuro.Teach(ls[j], getT(new Point(ls[j][0], ls[j][1])));
E = Constatnts.GetE(neuro.GetOut(), getT(new Point(ls[j][0], ls[j][1])));
}
E = double.MaxValue;
}
if (counter != ls.Count)
{
counter++;
E = double.MaxValue;
}
else
{
E = double.MinValue;
}
}
MessageBox.Show("Done!");
}
