private void bttnGeneratePop_Click(object sender, RoutedEventArgs e)
{
try
{
using (new WaitCursor())
{
var pop = new Population();
pop.Init(ApplicationSingleton.Instance.Config);
ApplicationSingleton.Instance.GenomePopulation = pop;
pop.Generate();
lblBestScore.Content = ApplicationSingleton.Instance.GenomePopulation.BestGenome.Score;
var trainingFile = new DataFile(ApplicationSingleton.Instance.Config);
trainingFile.LoadExcel(ApplicationSingleton.Instance.Config.TrainingFile);
double[][] trainingInput = trainingFile.GenerateInputData();
double[][] trainingIdeal = trainingFile.GenerateIdealData();
pop.ScoreAll(trainingInput, trainingIdeal);
UpdateButtons();
}
}
catch (Exception ex)
{
MessageBox.Show(ex.Message, ex.GetType().Name);
}
}
/// <summary>
/// Construct the trainer.
/// </summary>
/// <param name="population">The population to train.</param>
/// <param name="trainingInput">The input.</param>
/// <param name="trainingIdeal">The expected output.</param>
public GeneticTraining(Population population, double[][] trainingInput, double[][] trainingIdeal)
{
_population = population;
_trainingInput = trainingInput;
_trainingIdeal = trainingIdeal;
_trainingStopEvent = new AutoResetEvent(false);
}