public FractalSelection()
{
views = new List <FractalView>();
foreach (var i in Enumerable.Range(0, POPULATION_SIZE))
{
var fractalView = new FractalView();
fractalView.ViewResolutionWidth = VIEW_WIDTH;
fractalView.ViewResolutionHeight = VIEW_HEIGHT;
views.Add(fractalView);
Controls.Add(fractalView);
fractalView.Show();
}
this.ga = new MandelbrotCPPNNEATGA(POPULATION_SIZE,
delegate(MandelbrotCPPNNEATGenome genome)
{
var pictureBox = views.Where(image => image.Genome == genome).FirstOrDefault();
return((pictureBox != null) ? pictureBox.Score : 0);
}, new List <Func <CPPNNEATActivationFunction> > {
CPPNActivationFunctionFactories.ComplexLinearActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexExponentialActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexLogarithmicActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexTanHActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexEulerActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexPolynomialActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexGaussianActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexSinActivationFunctionFactory,
},
CPPNActivationFunctionFactories.ComplexLinearActivationFunctionFactory
);
ga.CompatibilityDistanceThreshold = COMPATIBILITY_DISTANCE_THRESHOLD;
ga.NoInnovationThreshold = NO_INNOVATION_THRESHOLD;
ga.IterationsToClearLinkCache = ITERATIONS_TO_CLEAR_LINK_CACHE;
ga.WeightMutationRate = WEIGHT_MUTATION_RATE;
ga.NewNeuronRate = NEW_NEURON_RATE;
ga.NewLinkRate = NEW_LINK_RATE;
ga.DisableGeneRate = DISABLE_GENE_RATE;
ga.SurvivalTreshold = SURVIVAL_TRESHOLD;
ga.InterSpeciesMatingRate = INTERSPECIES_MATING_RATE;
ga.WeightPertubationRate = WEIGHT_PERTUBATION_RATE;
ga.MaxPerturbation = MAX_PERTURBATION;
ga.MaxWeight = MAX_WEIGHT;
ga.CrossoverRate = CROSSOVER_RATE;
ga.ExcessGenesWeight = EXCESS_GENES_WEIGHT;
ga.DisjointGenesWeight = DISJOINT_GENES_WEIGHT;
ga.MatchingGenesWeight = MATCHING_GENES_WEIGHT;
ga.FunctionDifferenceWeight = FUNCTION_DIFFERENCE_WEIGHT;
ga.MateByAveragingRate = MATE_BY_AVERAGING_RATE;
ga.ViewPosition = VIEW_POSITION;
ga.ViewScale = VIEW_SCALE;
ga.Initialise();
LoadGenomesIntoImages();
}
public FractalSelection()
{
views = new List<FractalView>();
foreach (var i in Enumerable.Range(0, POPULATION_SIZE))
{
var fractalView = new FractalView();
fractalView.ViewResolutionWidth = VIEW_WIDTH;
fractalView.ViewResolutionHeight = VIEW_HEIGHT;
views.Add(fractalView);
Controls.Add(fractalView);
fractalView.Show();
}
this.ga = new MandelbrotCPPNNEATGA(POPULATION_SIZE,
delegate(MandelbrotCPPNNEATGenome genome)
{
var pictureBox = views.Where(image => image.Genome == genome).FirstOrDefault();
return (pictureBox != null) ? pictureBox.Score : 0;
}, new List<Func<CPPNNEATActivationFunction>> {
CPPNActivationFunctionFactories.ComplexLinearActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexExponentialActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexLogarithmicActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexTanHActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexEulerActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexPolynomialActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexGaussianActivationFunctionFactory,
CPPNActivationFunctionFactories.ComplexSinActivationFunctionFactory,
},
CPPNActivationFunctionFactories.ComplexLinearActivationFunctionFactory
);
ga.CompatibilityDistanceThreshold = COMPATIBILITY_DISTANCE_THRESHOLD;
ga.NoInnovationThreshold = NO_INNOVATION_THRESHOLD;
ga.IterationsToClearLinkCache = ITERATIONS_TO_CLEAR_LINK_CACHE;
ga.WeightMutationRate = WEIGHT_MUTATION_RATE;
ga.NewNeuronRate = NEW_NEURON_RATE;
ga.NewLinkRate = NEW_LINK_RATE;
ga.DisableGeneRate = DISABLE_GENE_RATE;
ga.SurvivalTreshold = SURVIVAL_TRESHOLD;
ga.InterSpeciesMatingRate = INTERSPECIES_MATING_RATE;
ga.WeightPertubationRate = WEIGHT_PERTUBATION_RATE;
ga.MaxPerturbation = MAX_PERTURBATION;
ga.MaxWeight = MAX_WEIGHT;
ga.CrossoverRate = CROSSOVER_RATE;
ga.ExcessGenesWeight = EXCESS_GENES_WEIGHT;
ga.DisjointGenesWeight = DISJOINT_GENES_WEIGHT;
ga.MatchingGenesWeight = MATCHING_GENES_WEIGHT;
ga.FunctionDifferenceWeight = FUNCTION_DIFFERENCE_WEIGHT;
ga.MateByAveragingRate = MATE_BY_AVERAGING_RATE;
ga.ViewPosition = VIEW_POSITION;
ga.ViewScale = VIEW_SCALE;
ga.Initialise();
LoadGenomesIntoImages();
}
