private void learnNeuralNetToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
NeuralNetLearningParametersForm parametersForm = new NeuralNetLearningParametersForm();
DialogResult parametersFormResult = parametersForm.ShowDialog();
if (parametersFormResult == System.Windows.Forms.DialogResult.OK)
{
drinksMapController = new DrinksSelfOrganizingMapController();
System.Diagnostics.Stopwatch sw = new System.Diagnostics.Stopwatch();
sw.Start();
drinksMapController.LearnNeuralNet(parametersForm.EpochsCount, parametersForm.InitialLearningRate, parametersForm.DistanceBetweenNeurons,
parametersForm.NeuralMapWidth, parametersForm.NeuralMapHeight, parametersForm.MinNeuronPotential, parametersForm.MaxNeuronRestTime);
sw.Stop();
Console.WriteLine("Elapsed time: " + sw.ElapsedMilliseconds / 1000.0f);
ts_lbl_Status.Text = "Elapsed time: " + sw.ElapsedMilliseconds / 1000.0f;
RefreshDrinksTable(drinksMapController.GetDrinksContainer());
}
}
catch (Exception ex)
{
MessageBox.Show(ex.Message, "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
}
private void openNeuralNetToolStripMenuItem_Click(object sender, EventArgs e)
{
OpenFileDialog openFileDialog = new OpenFileDialog();
DialogResult openFileDialogResult = openFileDialog.ShowDialog();
openFileDialog.Filter = "Neural Net Files (*.xml)|*.xml";
if (openFileDialogResult == DialogResult.OK)
{
string filename = openFileDialog.FileName;
try
{
drinksMapController = new DrinksSelfOrganizingMapController();
drinksMapController.LoadNeuralNet(filename);
RefreshDrinksTable(drinksMapController.GetDrinksContainer());
}
catch (Exception ex)
{
MessageBox.Show(ex.Message, "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
}
}
private void openNeuralNetToolStripMenuItem_Click(object sender, EventArgs e)
{
OpenFileDialog openFileDialog = new OpenFileDialog();
DialogResult openFileDialogResult = openFileDialog.ShowDialog();
openFileDialog.Filter = "Neural Net Files (*.xml)|*.xml";
if (openFileDialogResult == DialogResult.OK)
{
string filename = openFileDialog.FileName;
try
{
drinksMapController = new DrinksSelfOrganizingMapController();
drinksMapController.LoadNeuralNet(filename);
RefreshDrinksTable(drinksMapController.GetDrinksContainer());
}
catch (Exception ex)
{
MessageBox.Show(ex.Message, "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
}
}
private void learnNeuralNetToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
NeuralNetLearningParametersForm parametersForm = new NeuralNetLearningParametersForm();
DialogResult parametersFormResult = parametersForm.ShowDialog();
if( parametersFormResult == System.Windows.Forms.DialogResult.OK)
{
drinksMapController = new DrinksSelfOrganizingMapController();
System.Diagnostics.Stopwatch sw = new System.Diagnostics.Stopwatch();
sw.Start();
drinksMapController.LearnNeuralNet(parametersForm.EpochsCount, parametersForm.InitialLearningRate, parametersForm.DistanceBetweenNeurons,
parametersForm.NeuralMapWidth, parametersForm.NeuralMapHeight, parametersForm.MinNeuronPotential, parametersForm.MaxNeuronRestTime);
sw.Stop();
Console.WriteLine("Elapsed time: " + sw.ElapsedMilliseconds / 1000.0f);
ts_lbl_Status.Text = "Elapsed time: " + sw.ElapsedMilliseconds / 1000.0f;
RefreshDrinksTable(drinksMapController.GetDrinksContainer());
}
}
catch (Exception ex)
{
MessageBox.Show(ex.Message, "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
}
