private static void OutputGenerationResults(OptimizeWindowViewModel viewModel, GeneticAlgorithm ga,
FormInputData inputData)
{
var bestChromosome = (ChromosomeGlass)ga.Population.BestChromosome;
var bestThickness = GetBestThicknessMm(bestChromosome);
FitnessGlassUnit.UpdateInputDataFromChromosome(bestChromosome, inputData);
LogLine(viewModel, $"Generation: {ga.Population.GenerationsNumber} | Total thickness: {bestThickness}");
LogLine(viewModel, $"Time: {ga.TimeEvolving:mm\\:ss\\.f} | Buildup: {FormInputData.GetBuildupDescriptionString(inputData)}");
}
private static FormInputData RunOptimization(FormInputData inputData, OptimizeWindowViewModel viewModel,
GeneticAlgorithm ga)
{
try
{
LogLine(viewModel, "Optimization Started!");
ga.Start();
LogLine(viewModel, "Optimization stopped!");
FitnessGlassUnit.UpdateInputDataFromChromosome((ChromosomeGlass)ga.BestChromosome, inputData);
return(inputData);
}
catch (Exception ex)
{
LogLine(viewModel, $"Error: {ex.Message}");
return(inputData);
}
}
public static FormInputData Run(FormInputData inputData, SettingsOpt settings,
OptimizeWindowViewModel viewModel, CancellationToken token)
{
var optController = GetOptimizationController(inputData, settings);
var geneticAlgorithm = SetGeneticAlgorithmSettings(settings, optController);
geneticAlgorithm.GenerationRan += delegate
{
OutputGenerationResults(viewModel, geneticAlgorithm, inputData);
if (token.IsCancellationRequested)
{
geneticAlgorithm.Stop();
LogLine(viewModel, "Optimization stopped by user!");
}
};
var optimizedInputData = RunOptimization(inputData, viewModel, geneticAlgorithm);
return(optimizedInputData);
}
private static void LogLine(OptimizeWindowViewModel viewModel, string text)
{
viewModel.LogLines.AddOnUI(text);
}
