public GeneticSimulation(int populationSize, int defaultGeneCount, IFitnessFunctionProvider fitnessComputer, IRecombinationProvider recombinator, ISelectionProvider maleSelector, ISelectionProvider femaleSelector)
{
this.fitnessComputer = fitnessComputer;
this.recombinator = recombinator;
this.maleSelector = maleSelector;
this.femaleSelector = femaleSelector;
this.populationSize = populationSize;
this.defaultChromosomeLength = defaultGeneCount;
this.geneMutationRate = 0.01d;
this.geneDuplicationRate = 0.0d;
this.geneDropRate = 0.0d;
this.randomizer = new Random();
this.ResetSimulation();
}
/// <summary>
/// Selected recombinator
/// </summary>
/// <param name="sender">Sender Object</param>
/// <param name="e">Event Object</param>
private void cmb_Rekombinator_SelectedIndexChanged(object sender, EventArgs e)
{
switch ((sender as ComboBox).SelectedIndex)
{
case 0: // Crossover
recombinationProvider = new AsymmetricCrossoverRecombinator();
break;
case 1: // Zip
recombinationProvider = new AsymmetricZipRecombinator();
break;
default:
recombinationProvider = new AsymmetricCrossoverRecombinator();
break;
}
}
public GeneticSimulation(int populationSize, int defaultGeneCount, IFitnessFunctionProvider fitnessComputer, IRecombinationProvider recombinator, ISelectionProvider selector) :
this(populationSize, defaultGeneCount, fitnessComputer, recombinator, selector, selector)
{
}
/// <summary>
/// Konstruktor - Initialisierung der Bedienoberfläche
/// </summary>
public GUI()
{
InitializeComponent();
//Initialisireung des ZedGraph
GraphPane graphPane = zgc_Simulationsgraph.GraphPane;
graphPane.Title.Text = "Population";
graphPane.XAxis.Title.Text = "Runden";
graphPane.XAxis.Scale.Min = 1;
graphPane.XAxis.Scale.MaxAuto = true;
graphPane.YAxis.Title.Text = "Fitness";
graphPane.YAxis.Scale.Max = 1.0;
graphPane.YAxis.Scale.Min = 0.0;
graphPane.YAxisList.Add("Länge");
graphPane.YAxisList[1].IsVisible = false;
graphPane.YAxisList[1].Scale.MaxAuto = true;
graphPane.YAxisList[1].Scale.Min = 0;
//Initialisireung der Graphen
this.avgFitnessList = new PointPairList();
this.avgLengthList = new PointPairList();
this.avgVariationList = new PointPairList();
this.maxFitnessList = new PointPairList();
this.minFitnessList = new PointPairList();
this.avgFitnessCurve = graphPane.AddCurve("Ø Fitness", avgFitnessList, Color.Green, SymbolType.None);
this.avgLengthCurve = graphPane.AddCurve("Ø Länge", avgLengthList, Color.Purple, SymbolType.None);
this.minFitnessCurve = graphPane.AddCurve("min. Fitness", minFitnessList, Color.Red, SymbolType.None);
this.maxFitnessCurve = graphPane.AddCurve("max. Fitness", maxFitnessList, Color.Blue, SymbolType.None);
avgLengthCurve.YAxisIndex = 1;
avgFitnessCurve.IsVisible = true;
avgLengthCurve.IsVisible = false;
minFitnessCurve.IsVisible = false;
maxFitnessCurve.IsVisible = false;
//Initialisireung der ComboBoxen
cmb_Rekombinator.SelectedIndex = 0;
recombinationProvider = new AsymmetricCrossoverRecombinator();
cmb_Selektor.SelectedIndex = 1;
selectionProvider = new PieCakeSelector();
//Assembly erzeugen
Assembly myAssembly = Assembly.GetExecutingAssembly();
Stream stream = null;
// Bilder aus den Ressourcen der Assembly holen
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Weltraum.bmp");
bmpWeltraum = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Raumschiff.gif");
bmpRaumschiffIntakt = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Explosion.gif");
bmpRaumschiffKaputt = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Triebwerk.gif");
bmpTriebwerk = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Raumschiff_leer.gif");
bmpRaumschiffLeer = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Raumfahrer.gif");
bmpRaumfahrer = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Fahne.png");
bmpFahne = new Bitmap(stream);
//Initialisierung des DoubleBuffer
_backBuffer = new Bitmap(this.ClientSize.Width, this.ClientSize.Height);
gBuffer = Graphics.FromImage(_backBuffer);
gBuffer.Clear(Color.White);
}
/// <summary>
/// Rekombinator ausgewählt
/// </summary>
/// <param name="sender">aufrufendes Objekt</param>
/// <param name="e">EreignisObjekt</param>
private void cmb_Rekombinator_SelectedIndexChanged(object sender, EventArgs e)
{
switch ((sender as ComboBox).SelectedIndex)
{
case 0: // Crossover
recombinationProvider = new AsymmetricCrossoverRecombinator();
break;
case 1: // Zip
recombinationProvider = new AsymmetricZipRecombinator();
break;
default:
recombinationProvider = new AsymmetricCrossoverRecombinator();
break;
}
}
/// <summary>
/// Constructor - Initialisation of the UI
/// </summary>
public GUI()
{
InitializeComponent();
// Initialisation of the ZedGraph
GraphPane graphPane = zgc_Simulationsgraph.GraphPane;
graphPane.Title.Text = "Population";
graphPane.XAxis.Title.Text = "Rounding";
graphPane.XAxis.Scale.Min = 1;
graphPane.XAxis.Scale.MaxAuto = true;
graphPane.YAxis.Title.Text = "Fitness";
graphPane.YAxis.Scale.Max = 1.0;
graphPane.YAxis.Scale.Min = 0.0;
graphPane.YAxisList.Add("Length");
graphPane.YAxisList[1].IsVisible = false;
graphPane.YAxisList[1].Scale.MaxAuto = true;
graphPane.YAxisList[1].Scale.Min = 0;
// Initialisation of the Graph
this.avgFitnessList = new PointPairList();
this.avgLengthList = new PointPairList();
this.avgVariationList = new PointPairList();
this.maxFitnessList = new PointPairList();
this.minFitnessList = new PointPairList();
this.avgFitnessCurve = graphPane.AddCurve("Ø Fitness", avgFitnessList, Color.Green, SymbolType.None);
this.avgLengthCurve = graphPane.AddCurve("Ø Length", avgLengthList, Color.Purple, SymbolType.None);
this.minFitnessCurve = graphPane.AddCurve("min. Fitness", minFitnessList, Color.Red, SymbolType.None);
this.maxFitnessCurve = graphPane.AddCurve("max. Fitness", maxFitnessList, Color.Blue, SymbolType.None);
avgLengthCurve.YAxisIndex = 1;
avgFitnessCurve.IsVisible = true;
avgLengthCurve.IsVisible = false;
minFitnessCurve.IsVisible = false;
maxFitnessCurve.IsVisible = false;
// Initialisation of the ComboBox
cmb_Recombinator.SelectedIndex = 0;
recombinationProvider = new AsymmetricCrossoverRecombinator();
cmb_Selector.SelectedIndex = 1;
selectionProvider = new PieCakeSelector();
// Assembly Creation
Assembly myAssembly = Assembly.GetExecutingAssembly();
Stream stream = null;
// Load Pictures from the Assembly Resources
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Space.bmp");
bmpSpace = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Spaceship.gif");
bmpSpaceshipIntact = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Explosion.gif");
bmpSpaceshipBroken = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Engine.gif");
bmpEngine = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.SpaceshipEmpty.gif");
bmpSpaceshipEmpty = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Spaceman.gif");
bmpSpaceman = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Flag.png");
bmpFlag = new Bitmap(stream);
// Initialisation of the DoubleBuffer
_backBuffer = new Bitmap(this.ClientSize.Width, this.ClientSize.Height);
gBuffer = Graphics.FromImage(_backBuffer);
gBuffer.Clear(Color.White);
}
/// <summary>
/// Constructor - Initialisation of the UI
/// </summary>
public GUI()
{
InitializeComponent();
// Initialisation of the ZedGraph
GraphPane graphPane = zgc_Simulationsgraph.GraphPane;
graphPane.Title.Text = "Population";
graphPane.XAxis.Title.Text = "Rounding";
graphPane.XAxis.Scale.Min = 1;
graphPane.XAxis.Scale.MaxAuto = true;
graphPane.YAxis.Title.Text = "Fitness";
graphPane.YAxis.Scale.Max = 1.0;
graphPane.YAxis.Scale.Min = 0.0;
graphPane.YAxisList.Add("Length");
graphPane.YAxisList[1].IsVisible = false;
graphPane.YAxisList[1].Scale.MaxAuto = true;
graphPane.YAxisList[1].Scale.Min = 0;
// Initialisation of the Graph
this.avgFitnessList = new PointPairList();
this.avgLengthList = new PointPairList();
this.avgVariationList = new PointPairList();
this.maxFitnessList = new PointPairList();
this.minFitnessList = new PointPairList();
this.avgFitnessCurve = graphPane.AddCurve("Ø Fitness", avgFitnessList, Color.Green, SymbolType.None);
this.avgLengthCurve = graphPane.AddCurve("Ø Length", avgLengthList, Color.Purple, SymbolType.None);
this.minFitnessCurve = graphPane.AddCurve("min. Fitness", minFitnessList, Color.Red, SymbolType.None);
this.maxFitnessCurve = graphPane.AddCurve("max. Fitness", maxFitnessList, Color.Blue, SymbolType.None);
avgLengthCurve.YAxisIndex = 1;
avgFitnessCurve.IsVisible = true;
avgLengthCurve.IsVisible = false;
minFitnessCurve.IsVisible = false;
maxFitnessCurve.IsVisible = false;
// Initialisation of the ComboBox
cmb_Recombinator.SelectedIndex = 0;
recombinationProvider = new AsymmetricCrossoverRecombinator();
cmb_Selector.SelectedIndex = 1;
selectionProvider = new PieCakeSelector();
// Assembly Creation
Assembly myAssembly = Assembly.GetExecutingAssembly();
Stream stream = null;
// Load Pictures from the Assembly Resources
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Space.bmp");
bmpSpace = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Spaceship.gif");
bmpSpaceshipIntact = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Explosion.gif");
bmpSpaceshipBroken = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Engine.gif");
bmpEngine = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.SpaceshipEmpty.gif");
bmpSpaceshipEmpty = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Spaceman.gif");
bmpSpaceman = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI_EN.Flag.png");
bmpFlag = new Bitmap(stream);
// Initialisation of the DoubleBuffer
_backBuffer = new Bitmap(this.ClientSize.Width, this.ClientSize.Height);
gBuffer = Graphics.FromImage(_backBuffer);
gBuffer.Clear(Color.White);
}
// Rekombiniert dieses Chromosom mit einem durch partner spezifizierten anderen Chromosom
// Das IRecombinatorProvider Interface recombinator stellt dafür die Methode zur Verfügung.
public Chromosome <Gene> Recombine(Chromosome <Gene> partner, IRecombinationProvider recombinator)
{
return(new Chromosome <Gene>(recombinator.Recombine(this.genes, partner.genes)));
}
/// <summary>
/// Konstruktor - Initialisierung der Bedienoberfläche
/// </summary>
public GUI()
{
InitializeComponent();
//Initialisireung des ZedGraph
GraphPane graphPane = zgc_Simulationsgraph.GraphPane;
graphPane.Title.Text = "Population";
graphPane.XAxis.Title.Text = "Runden";
graphPane.XAxis.Scale.Min = 1;
graphPane.XAxis.Scale.MaxAuto = true;
graphPane.YAxis.Title.Text = "Fitness";
graphPane.YAxis.Scale.Max = 1.0;
graphPane.YAxis.Scale.Min = 0.0;
graphPane.YAxisList.Add("Länge");
graphPane.YAxisList[1].IsVisible = false;
graphPane.YAxisList[1].Scale.MaxAuto = true;
graphPane.YAxisList[1].Scale.Min = 0;
//Initialisireung der Graphen
this.avgFitnessList = new PointPairList();
this.avgLengthList = new PointPairList();
this.avgVariationList = new PointPairList();
this.maxFitnessList = new PointPairList();
this.minFitnessList = new PointPairList();
this.avgFitnessCurve = graphPane.AddCurve("Ø Fitness", avgFitnessList, Color.Green, SymbolType.None);
this.avgLengthCurve = graphPane.AddCurve("Ø Länge", avgLengthList, Color.Purple, SymbolType.None);
this.minFitnessCurve = graphPane.AddCurve("min. Fitness", minFitnessList, Color.Red, SymbolType.None);
this.maxFitnessCurve = graphPane.AddCurve("max. Fitness", maxFitnessList, Color.Blue, SymbolType.None);
avgLengthCurve.YAxisIndex = 1;
avgFitnessCurve.IsVisible = true;
avgLengthCurve.IsVisible = false;
minFitnessCurve.IsVisible = false;
maxFitnessCurve.IsVisible = false;
//Initialisireung der ComboBoxen
cmb_Rekombinator.SelectedIndex = 0;
recombinationProvider = new AsymmetricCrossoverRecombinator();
cmb_Selektor.SelectedIndex = 1;
selectionProvider = new PieCakeSelector();
//Assembly erzeugen
Assembly myAssembly = Assembly.GetExecutingAssembly();
Stream stream = null;
// Bilder aus den Ressourcen der Assembly holen
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Weltraum.bmp");
bmpWeltraum = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Raumschiff.gif");
bmpRaumschiffIntakt = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Explosion.gif");
bmpRaumschiffKaputt = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Triebwerk.gif");
bmpTriebwerk = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Raumschiff_leer.gif");
bmpRaumschiffLeer = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Raumfahrer.gif");
bmpRaumfahrer = new Bitmap(stream);
stream = myAssembly.GetManifestResourceStream("GeneticAlgorithmsGUI.Fahne.png");
bmpFahne = new Bitmap(stream);
//Initialisierung des DoubleBuffer
_backBuffer = new Bitmap(this.ClientSize.Width, this.ClientSize.Height);
gBuffer = Graphics.FromImage(_backBuffer);
gBuffer.Clear(Color.White);
}
