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);
}
}