public GeneticAlgorithm(NeuralNetwork network, DataSet dataset, int parameterSize)
{
this.population = new List<Chromosome>(POPULATION_SIZE);
this.random = new Random();
this.network = network;
this.dataset = dataset;
this.parameterSize = parameterSize;
}
static void Main(string[] args)
{
DataSet dataset = new DataSet("dataset.txt", 2, 3);
NeuralNetwork network = new NeuralNetwork(2, 8, 3);
GeneticAlgorithm algorithm = new GeneticAlgorithm(network, dataset, network.NumberOfParameters);
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
IList<double> parameters = algorithm.Learn();
stopwatch.Stop();
network.Run(dataset, parameters);
Write(parameters);
Console.WriteLine("Time: {0}", stopwatch.Elapsed.TotalSeconds);
}