private void Form1_Load(object sender, EventArgs e)
{
//while (true)
//{
// double d = r.Next(-1000,1000);
// MessageBox.Show(String.Format("F({0}) = {1}",d.ToString(),Constatnts.ActivationFunk(d).ToString("N3")));
//}
//neuro = new Neuro(2);
//neuro.W[0] = 10;
//neuro.W[1] = 10;
//chart1.Series[0].Points.AddXY(-100, -100);
//chart1.Series[0].Points.AddXY(100, 100);
//chart1.ChartAreas[0].AxisX.Minimum = -100;
//chart1.ChartAreas[0].AxisX.Maximum = 100;
chart1.Series[0].Points.AddXY(10, 30);
chart1.Series[0].Points.AddXY(40, 50);
chart1.Series[0].Points.AddXY(50, 30);
chart1.Series[0].Points.AddXY(40, 10);
chart1.Series[0].Points.AddXY(20, 10);
chart1.Series[0].Points.AddXY(10, 30);
var levels = new int[] { 5, 2, 1 };
neuro = new NeuroSystem(levels, 3);
}
private void button1_Click(object sender, EventArgs e)
{
int countOfWindow = int.Parse(textBox5.Text);
var levels = new int[] { int.Parse(textBox4.Text), 1 };
neuro = new NeuroSystem(levels, countOfWindow);
var data = Constatnts.GetArray(double.Parse(textBox1.Text), double.Parse(textBox2.Text), double.Parse(textBox3.Text));
double max = double.MinValue;
double min = double.MaxValue;
for (int i = 0; i < data.Length; i++)
{
max = Math.Max(max, data[i].Y);
min = Math.Min(min, data[i].Y);
}
Constatnts._XMax = max;
Constatnts._XMin = min;
double E = double.MaxValue;
for (int index = countOfWindow; index < data.Length - 2; index++)
{
for (int i = countOfWindow; i <= index; i++)
{
double[] arr = new double[countOfWindow];
int k = 0;
for (int j = i - countOfWindow; j < i; j++)
{
arr[k] = Constatnts.TransformerAlong(data[j].Y);
k++;
}
neuro.SetX(arr);
double d = (Constatnts.TransformerAlong(data[i + 1].Y));
double s = neuro.GetResult();
E = Math.Pow(d - s, 2);
while (E > Constatnts._Epselon)
{
neuro.Teach(d, s);
s = neuro.GetResult();
E = Math.Pow(d - s, 2);
}
}
}
MessageBox.Show("Done!");
}