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);
}
private static GeneticAlgorithm CreateGeneticAlgorithm(NeuralNetworkSpecification neuralNetworkSpecification, TrainingSpecification trainingSpecification)
{
var randomWeightsGenerator = new RandomWeightsGenerator(neuralNetworkSpecification);
return(new GeneticAlgorithm(randomWeightsGenerator, trainingSpecification, neuralNetworkSpecification));
}
