protected void InitGeneticManager()
{
var initialGenerationGenerator = new NeuralInitialGenerationCreatorBase(
InitNeuralModel(),
new FeedForwardOpBaker()
);
var selection = new RouletteWheelSelectionWithRepetion();
var crossover = new OnePointCrossover(true);
var breeding = new BreedingClassic(
crossoverPart,
minProduction: 1,
selection: selection,
crossover: crossover,
mutationManager: InitMutations()
);
var reinsertion = new ReinsertionFromSelection(
reinsertionPart,
minProduction: 0,
selection: new EliteSelection());
var producers = new IGenomeProducer[] { breeding, reinsertion };
var genomeForge = new GenomeForge(producers);
var generationManager = new GenerationManagerKeepLast();
geneticManager = new GeneticManagerClassic(
generationManager,
initialGenerationGenerator,
genomeForge,
genomesCount
);
geneticManager.Init();
}
