public GeneticAlgorithm(
RandomWeightsGenerator randomWeightsGenerator,
TrainingSpecification trainingSpecification,
NeuralNetworkSpecification neuralNetworkSpecification)
{
this.randomWeightsGenerator = randomWeightsGenerator;
this.trainingSpecification = trainingSpecification;
this.neuralNetworkSpecification = neuralNetworkSpecification;
topToKeepCount = (int)(trainingSpecification.PopulationSize * trainingSpecification.TopFractionToKeep);
childrenToGenerateCount = (int)(trainingSpecification.PopulationSize * trainingSpecification.ChildrenFractionToGenerate);
}
public AiTrainingFramework(
NeuralNetworkSpecification neuralNetworkSpecification,
GeneticAlgorithm geneticAlgorithm,
Vector2 trainingTextPosition,
Color trainingTextColor,
Func <int, NeuralNetwork, TController> createController)
{
this.neuralNetworkSpecification = neuralNetworkSpecification;
this.geneticAlgorithm = geneticAlgorithm;
this.trainingTextPosition = trainingTextPosition;
this.trainingTextColor = trainingTextColor;
this.createController = createController;
currentGeneration = 0;
}
private static GeneticAlgorithm CreateGeneticAlgorithm(NeuralNetworkSpecification neuralNetworkSpecification, TrainingSpecification trainingSpecification)
{
var randomWeightsGenerator = new RandomWeightsGenerator(neuralNetworkSpecification);
return(new GeneticAlgorithm(randomWeightsGenerator, trainingSpecification, neuralNetworkSpecification));
}
