/// <summary>
/// Initializes a new instance of the <see cref="RBFHepler"/> class.
/// </summary>
/// <param name="rbf">The RBF.</param>
/// <param name="n">The asynchronous.</param>
/// <param name="m">The command.</param>
public RBFHepler(RBF rbf, byte n, byte m)
{
this.rbf = rbf;
this.n = n;
this.h = m;
this.m = m;
this.G = new double[this.h];
this.W = this.GenerateMatrix(h, m);
this.Y = new double[this.m];
this.D = new double[m];
this.MathExpect = new List<double[]>(3);
}
/// <summary>
/// Buttons the teach click.
/// </summary>
/// <param name="sender">The sender.</param>
/// <param name="e">The <see cref="EventArgs"/> instance containing the event data.</param>
private void ButtonTeachClick(object sender, EventArgs e)
{
var container = GetVectorContainer(
PicturesPath.PathToOriginalA + "1.bmp",
PicturesPath.PathToOriginalA + "2.bmp",
PicturesPath.PathToOriginalA + "3.bmp",
PicturesPath.PathToOriginalB + "1.bmp",
PicturesPath.PathToOriginalB + "2.bmp",
PicturesPath.PathToOriginalB + "3.bmp",
PicturesPath.PathToOriginalC + "1.bmp",
PicturesPath.PathToOriginalC + "2.bmp",
PicturesPath.PathToOriginalC + "3.bmp",
new NeuronHelper()
);
var rbf = new RBF(
Double.Parse(textBoxAlpha.Text),
Double.Parse(textBoxError.Text),
Int32.Parse(textBoxTimeout.Text),
container);
helper = new RBFHepler(rbf, 100, 3);
helper.Teach();
textBoxStatistics.Text += @"Network has been teached." + Environment.NewLine;
textBoxStatistics.Text += @"Number of iterations: " + helper.NumberOfIterations + Environment.NewLine;
this.ScrollTextBox();
}