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 GeneticAlgorithm SetGeneticAlgorithmSettings(SettingsOpt settings, ControllerGlassOpt optController)
{
var selection = optController.CreateSelection();
var crossover = optController.CreateCrossover();
var mutation = optController.CreateMutation();
var fitness = optController.CreateFitness();
var adamChromosome = optController.CreateChromosome();
var population = new Population(settings.MinPopulationSize, settings.MaxPopulationSize,
adamChromosome);
population.GenerationStrategy = new TrackingGenerationStrategy();
var geneticAlgorithm = new GeneticAlgorithm(population, fitness, selection, crossover, mutation);
optController.ConfigGA(geneticAlgorithm);
geneticAlgorithm.Termination = optController.CreateTermination();
geneticAlgorithm.MutationProbability = ConstantsOpt.MutationRate;
geneticAlgorithm.CrossoverProbability = ConstantsOpt.CrossoverRate;
return(geneticAlgorithm);
}
public ControllerGlassOpt(FormInputData input, SettingsOpt settings)
{
this.inputData = input;
this.settings = settings;
}
private static ControllerGlassOpt GetOptimizationController(FormInputData inputData, SettingsOpt settings)
{
var optController = new ControllerGlassOpt(inputData, settings);
optController.Initialize();
return(optController);
}
private static IChromosome ModifyChomosomeAccordingToSettings(ChromosomeGlass chromosome, SettingsOpt settings)
{
//
if (settings.IsSymmetricLaminateUsed)
{
chromosome.ReplaceGene(ConstantsOpt.ExtThk1GeneNo, chromosome.GetGene(ConstantsOpt.ExtThk2GeneNo));
chromosome.ReplaceGene(ConstantsOpt.IntThk1GeneNo, chromosome.GetGene(ConstantsOpt.IntThk2GeneNo));
chromosome.ReplaceGene(ConstantsOpt.MiddleThk1GeneNo, chromosome.GetGene(ConstantsOpt.MiddleThk2GeneNo));
}
// Set monolith
if (settings.ExternalLaminateOrMonolithic == GlassPaneTypeConsideredInOptimization.Monolithic)
{
chromosome.ReplaceGene(ConstantsOpt.ExtMonolithGeneNo, new Gene(GlassPaneType.Monolithic));
}
if (settings.InternalLaminateOrMonolithic == GlassPaneTypeConsideredInOptimization.Monolithic)
{
chromosome.ReplaceGene(ConstantsOpt.IntMonolithGeneNo, new Gene(GlassPaneType.Monolithic));
}
if (settings.MiddleLaminateOrMonolithic == GlassPaneTypeConsideredInOptimization.Monolithic)
{
chromosome.ReplaceGene(ConstantsOpt.MiddleMonolithGeneNo, new Gene(GlassPaneType.Monolithic));
}
// Set laminate
if (settings.ExternalLaminateOrMonolithic == GlassPaneTypeConsideredInOptimization.Laminated)
{
chromosome.ReplaceGene(ConstantsOpt.ExtMonolithGeneNo, new Gene(GlassPaneType.Laminated));
}
if (settings.InternalLaminateOrMonolithic == GlassPaneTypeConsideredInOptimization.Laminated)
{
chromosome.ReplaceGene(ConstantsOpt.IntMonolithGeneNo, new Gene(GlassPaneType.Laminated));
}
if (settings.MiddleLaminateOrMonolithic == GlassPaneTypeConsideredInOptimization.Laminated)
{
chromosome.ReplaceGene(ConstantsOpt.MiddleMonolithGeneNo, new Gene(GlassPaneType.Laminated));
}
return(chromosome);
}
public FitnessGlassUnit(FormInputData input, SettingsOpt settings)
{
this.inputData = input;
this.settings = settings;
}