public void DrawSOM(Point randomPoint)
{
List <Point> neurony = som.ReturnNeuronList();
// Updating information in labels
iteracja_label.Text = som.IterationNumber.ToString();
wspolczynnik_uczenia_akt_label.Text = som.LearningRate.ToString();
promien_sasiedztwa_textBox.Text = som.NeighborhoodRadius.ToString();
// Draw triangle, random point and all neurons
Graphics g = som_pictureBox.CreateGraphics();
g.Clear(Color.White);
shape.Draw(som_pictureBox);
DrawPoint(randomPoint.X, randomPoint.Y, Brushes.Red);
for (int i = 0; i < neurony.Count - 1; i++)
{
if (i == 0)
{
DrawPoint(neurony[i].X, neurony[i].Y, Brushes.Black);
}
DrawEdge(neurony[i], neurony[i + 1]);
DrawPoint(neurony[i + 1].X, neurony[i + 1].Y, Brushes.Black);
}
}
private void start_button_Click(object sender, EventArgs e)
{
// Protection of the entered data
if (liczba_neuronow_textBox.Text.Length == 0)
{
MessageBox.Show("Podaj liczbe neuronow!", "Blad", MessageBoxButtons.OK);
return;
}
if (liczba_iteracji_textBox.Text.Length == 0)
{
MessageBox.Show("Podaj liczbe iteracji!", "Blad", MessageBoxButtons.OK);
return;
}
// Preparation and launch of the algorithm
int neuronCount = Convert.ToInt32(liczba_neuronow_textBox.Text);
som = new SOM(neuronCount, shape, Int32.Parse(promien_sasiedztwa_textBox.Text));
som.RandomNeurons();
shape.Draw(som_pictureBox);
List <Point> neurony = som.ReturnNeuronList();
for (int i = 0; i < neurony.Count - 1; i++)
{
if (i == 0)
{
DrawPoint(neurony[i].X, neurony[i].Y, Brushes.Black);
}
DrawEdge(neurony[i], neurony[i + 1]);
DrawPoint(neurony[i + 1].X, neurony[i + 1].Y, Brushes.Black);
}
if (som == null)
{
MessageBox.Show("Som nie zostal prawidlowo zainicjowany", "Blad", MessageBoxButtons.OK);
return;
}
else if (som.ReturnNeuronCount() == 0)
{
MessageBox.Show("Podaj poprawna liczbe neuronow", "Blad", MessageBoxButtons.OK);
return;
}
else if (wspolczynnik_uczenia_textBox.Text.Length == 0)
{
MessageBox.Show("Podaj wspolczynnik uczenia", "Blad", MessageBoxButtons.OK);
return;
}
som.IterationCount = Convert.ToInt32(liczba_iteracji_textBox.Text);
som.LearningRate = double.Parse(wspolczynnik_uczenia_textBox.Text, System.Globalization.CultureInfo.InvariantCulture);
som_progressBar.Value = 0;
som.StartSOM(DrawSOM, som_progressBar);
}