public void RunNSGAII <S>()
where S : ContinuousVector, new()
{
NSGAII <S> algorithm = new NSGAII <S>(GetProblem());
algorithm.PopulationSize = 100;
algorithm.Initialize();
ClearStatusInfo();
BackgroundWorker worker = new BackgroundWorker();
worker.WorkerReportsProgress = true;
worker.DoWork += (s1, e1) =>
{
while (!algorithm.IsTerminated)
{
algorithm.Evolve();
worker.ReportProgress(0);
}
};
worker.ProgressChanged += (s1, e1) =>
{
txtStatus1.Text = string.Format("Current Generation: {0}", algorithm.CurrentGeneration);
//Console.WriteLine("Number of Dominating Improvements: {0}", algorithm.NumberOfDominatingImprovements);
txtStatus2.Text = string.Format("Size of Archive: {0}", algorithm.NondominatedArchiveSize);
};
worker.RunWorkerCompleted += (s1, e1) =>
{
NondominatedPopulation <S> archive = algorithm.NondominatedArchive;
DisplayParetoFront(archive);
};
worker.RunWorkerAsync();
}
static void RunNSGAII()
{
NSGAII <ContinuousVector> algorithm = new NSGAII <ContinuousVector>(new NDNDProblem());
algorithm.PopulationSize = 100;
algorithm.Initialize();
while (!algorithm.IsTerminated)
{
algorithm.Evolve();
Console.WriteLine("Current Generation: {0}", algorithm.CurrentGeneration);
Console.WriteLine("Size of Archive: {0}", algorithm.NondominatedArchiveSize);
}
ContinuousVector finalSolution = algorithm.GlobalBestSolution;
}