public void GenerateInitPopulation()
{
object loadedData = LoadData("PongLearningData");
if (loadedData != null)
{
LearningData = new ObservableCollection <LearningData>(loadedData as List <LearningData>);
}
CurrentPopulation = new List <Chromosome>(PopulationCount);
GenerationNumber = 1;
int seed = (int)DateTime.Now.Ticks;
Random random = new Random(seed);
for (int i = 0; i < PopulationCount; i++)
{
Chromosome c = new Chromosome(ChromosomeLength, random);
CurrentPopulation.Add(c);
}
EvaluatePopulation(CurrentPopulation);
MeanValue = 0.0;
MeanValue = GetMeanValue(CurrentPopulation);
if (this.GeneratedNewPopulation != null)
{
GeneratedNewPopulation.Invoke(CurrentPopulation, new EventArgs());
}
if (this.ResetPopulation != null)
{
ResetPopulation.Invoke(CurrentPopulation, new EventArgs());
}
}
public void NextPopulationGeneration()
{
CurrentPopulation = Selection(CurrentPopulation); // embed pe un tip de date.. populatie
CurrentPopulation = Crossover(CurrentPopulation);
CurrentPopulation = Mutation(CurrentPopulation);
CurrentPopulation = GenerateNewPopulation(CurrentPopulation); // TODO remove
EvaluatePopulation(CurrentPopulation);
MeanValue = GetMeanValue(CurrentPopulation);
if (this.GeneratedNewPopulation != null)
{
GeneratedNewPopulation.Invoke(CurrentPopulation, new EventArgs());
}
GenerationNumber++;
}