/// <summary>
/// Click on Bootstrap: bootstrap selected distribution, show two solutions at once
/// </summary>
/// <param name="sender"></param>
/// <param name="e"></param>
private void BootstrapClick_Click(object sender, EventArgs e)
{
AfterBootstrap = true;
_nextButton.Enabled = false;
button1.Enabled = false;
if (_model.Setting.NumberOfFeatures == 0)
{
NumberOfFeaturesLabel.Text = @"Select Number of Features first";
return;
}
Distribution[] results;
if (OwnValues)
{
results = _model.ScaleDistribution(_model.DStore.SelectedFeatureDistribution, _model.Setting.NumberOfFeatures, 2);
pictureBox1.ImageLocation = results[0].ImagePath;
pictureBox3.ImageLocation = results[1].ImagePath;
_model.Setting.SelectedFeature = 0;
SelectFirstDist.Enabled = true;
SelectSecondDist.Enabled = true;
return;
}
switch (((Distribution)RealFeatureValuesBox.SelectedItem).DisplayName)
{
case "Normal":
results = _model.CreateNormalDist(2, Distribution.DistributionType.Feature);
FirstPLabel.Text = @"No test yet";
SecondPLabel.Text = @"No test yet";
break;
case "Uniform":
results = _model.CreateUnifDist(2, Distribution.DistributionType.Feature);
FirstPLabel.Text = @"No test yet";
SecondPLabel.Text = @"No test yet";
break;
default:
NumberOfFeaturesLabel.Text = @"Scaling to " + _model.Setting.NumberOfFeatures;
results = _model.ScaleDistribution(_model.DStore.FeatureToStrap, _model.Setting.NumberOfFeatures, 2);
break;
}
pictureBox1.ImageLocation = results[0].ImagePath;
pictureBox3.ImageLocation = results[1].ImagePath;
//_model.Setting.SelectedFeature = 0;
SelectFirstDist.Enabled = true;
SelectFirstDist.Text = @"Select";
SelectSecondDist.Text = @"Select";
SelectSecondDist.Enabled = true;
}
private void button1_Click(object sender, EventArgs e)
{
if (double.IsNaN(Model.Setting.Mean) && double.IsNaN(Model.Setting.StandardDeviation))
{
label1.Text = @"One or more values were not set!";
}
else
{
Model.CreateNormalDist(2, Type);
Close();
}
}
/// <summary>
/// Bootstrap the interactions
/// </summary>
/// <param name="sender"></param>
/// <param name="e"></param>
private void BootstrapInteractions_Click(object sender, EventArgs e)
{
//Should not happen at this point! was catched by previous flow
if (_model.Setting.NumberOfInteractions == 0)
{
NumberOfInteractions.Text = @"Select Number of Interactions first";
return;
}
Distribution[] results;
if (SelectedInteractionValues.SelectedItem == null)
{
results = _model.ScaleDistribution(_model.DStore.SelectedInteractionDistribution, _model.Setting.NumberOfInteractions, 2);
}
else
{
switch (((Distribution)SelectedInteractionValues.SelectedItem).DisplayName)
{
case "Normal":
results = _model.CreateNormalDist(2, Distribution.DistributionType.Interaction);
pValue1Label.Text = @"No test yet";
pValue2Label.Text = @"No test yet";
break;
case "Uniform":
results = _model.CreateUnifDist(2, Distribution.DistributionType.Interaction);
pValue1Label.Text = @"No test yet";
pValue2Label.Text = @"No test yet";
break;
default:
results = _model.ScaleDistribution(_model.DStore.InteracToStrap, _model.Setting.NumberOfInteractions, 2);
break;
}
}
//var results = _model.ScaleDistribution(_model.DStore.SelectedInteractionDistribution, _model.Setting.NumberOfInteractions, 2);
pictureBox2.ImageLocation = results[0].ImagePath;
pictureBox4.ImageLocation = results[1].ImagePath;
SelectSecond.Enabled = true;
SelectFirst.Text = @"Select";
SelectSecond.Text = @"Select";
SelectFirst.Enabled = true;
_nextButton.Enabled = false;
button2.Enabled = false;
_afterBootstrap = true;
}
public void StartEvolution()
{
//Load and Scale Feature
try {
switch (featurepath)
{
case COMMAND_NORMAL_RANDOM_FUNCTION:
_model.Setting.Mean = feature_random_function_values[0];
_model.Setting.StandardDeviation = feature_random_function_values[1];
_model.CreateNormalDist(1, Distribution.DistributionType.Feature);
break;
case COMMAND_UNIFORM_RANDOM_FUNCTION:
_model.Setting.UnifMin = feature_random_function_values[0];
_model.Setting.UnifMax = feature_random_function_values[1];
_model.CreateUnifDist(1, Distribution.DistributionType.Feature);
break;
case COMMAND_EXP_RANDOM_FUNCTION:
_model.Setting.ExpLambda = feature_random_function_values[0];
_model.CreateExpDist(1, Distribution.DistributionType.Feature);
break;
default:
try
{
_model.DStore.SelectedFeatureDistribution = CreateDistFromFile(featurepath, "feature");
}
catch (Exception e) { Console.WriteLine(e); }
if (_model.Setting.SelectedFeature == 0)
{
_model.CreateNormalDist(2, Distribution.DistributionType.Feature);
}
else
{
_model.CreateUnifDist(2, Distribution.DistributionType.Feature);
}
Console.WriteLine("Selected Feature");
_model.BestDistribution(_model.DStore.SelectedFeatureDistribution, _model.Setting.NumberOfFeatures, 100, 2);
break;
}
_model.DStore.SelectedFeatureDistribution = _model.DStore.ScaledFeatureDistributions[_model.Setting.SelectedFeature];
}
catch (Exception e) { Console.WriteLine("Feature Scale failed"); }
//Load and Scale Interaction
try
{
switch (interactionpath)
{
case COMMAND_NORMAL_RANDOM_FUNCTION:
_model.Setting.Mean = interaction_random_function_values[0];
_model.Setting.StandardDeviation = interaction_random_function_values[1];
_model.CreateNormalDist(1, Distribution.DistributionType.Interaction);
break;
case COMMAND_UNIFORM_RANDOM_FUNCTION:
_model.Setting.UnifMin = interaction_random_function_values[0];
_model.Setting.UnifMax = interaction_random_function_values[1];
_model.CreateUnifDist(1, Distribution.DistributionType.Interaction);
break;
case COMMAND_EXP_RANDOM_FUNCTION:
_model.Setting.ExpLambda = feature_random_function_values[0];
_model.CreateExpDist(1, Distribution.DistributionType.Interaction);
break;
default:
_model.DStore.SelectedInteractionDistribution = CreateDistFromFile(interactionpath, "interaction");
if (_model.Setting.SelectedInteraction == 0)
{
_model.CreateNormalDist(2, Distribution.DistributionType.Interaction);
}
else
{
_model.CreateUnifDist(2, Distribution.DistributionType.Interaction);
}
Console.WriteLine("Selected Interaction");
_model.BestDistribution(_model.DStore.SelectedInteractionDistribution, _model.Setting.NumberOfInteractions, 100, 2);
break;
}
_model.DStore.SelectedInteractionDistribution = _model.DStore.ScaledInteractionDistributions[_model.Setting.SelectedInteraction];
}
catch (Exception e) { Console.WriteLine("Interaction Scale failed"); }
//Load Variant
_model.DStore.SelectedTargetDistribution = CreateDistFromFile(variantpath, "variant");
Console.WriteLine("Selected Variant");
//Evolution
Console.WriteLine("Start Evolution");
try
{
//System.Windows.Forms.Application.DoEvents();
backgroundWorker1.RunWorkerAsync(_model);
}
catch (Exception e) { Console.WriteLine("Evolution failed"); }
while (!write_finished)
{
//Wait half a second.
System.Threading.Thread.Sleep(500);
}
}
