public Log(ClickOMania.Board brd)
{
board = brd;
logData = new List <GenerationData>();
}
private void startButton_Click(object sender, RoutedEventArgs e)
{
startButton.IsEnabled = false;
statusLabel.Content = "Running...";
// Attempt to load board from input file if a file has been specified
if (String.IsNullOrWhiteSpace(inputFilePath.Text))
{ // If no file specified, generate randomly
gameBoard = ClickOMania.Board.GenerateRandomBoard(rand);
}
else
{ // If a file is specified, attempt to read it
try
{
gameBoard = ClickOMania.Board.LoadBoardFromFile(inputFilePath.Text);
}
catch (ApplicationException ex)
{ // If loading fails, display error message and don't attempt to run
statusLabel.Content = ex.Message;
startButton.IsEnabled = true;
return;
}
}
log = new Log(gameBoard);
crossoverProbability = crossoverProbabilitySlider.Value / 100;
mutationProbability = mutationProbabilitySlider.Value / 100;
elitismPercentage = Convert.ToInt32(elitismPercentageSlider.Value);
initialPopulationSize = Convert.ToInt32(populationSizeSlider.Value);
maxGenerations = Convert.ToInt32(maxGenerationsSlider.Value);
lastFiveGens = new Queue <double>();
var population = GenerateInitialPopulation(initialPopulationSize);
//create the genetic operators
var elite = new Elite(elitismPercentage);
var crossover = new Crossover(crossoverProbability, true)
{
AllowDuplicates = true,
CrossoverType = CrossoverType.SinglePoint,
ReplacementMethod = ReplacementMethod.GenerationalReplacement
};
var mutation = new SwapMutate(mutationProbability);
var ga = new GeneticAlgorithm(population, CalculateFitness);
ga.Operators.Add(elite);
ga.Operators.Add(crossover);
ga.Operators.Add(mutation);
ga.OnGenerationComplete += ga_OnGenerationComplete;
ga.OnRunComplete += ga_OnRunComplete;
BackgroundWorker bw = new BackgroundWorker();
bw.WorkerReportsProgress = true;
bw.DoWork += new DoWorkEventHandler(
delegate(object o, DoWorkEventArgs args)
{
b = o as BackgroundWorker;
ga.Run(TerminateFunction);
});
bw.ProgressChanged += new ProgressChangedEventHandler(bw_ProgressChanged);
bw.RunWorkerCompleted += new RunWorkerCompletedEventHandler(bw_RunWorkerComplete);
bw.RunWorkerAsync();
}
