private static void GenerateTestResults()
{
var referencePareto = LoadReferencePareto();
NsgaHelper.AssignCrowdingDistances(referencePareto.ResultPoints);
var filteredIndividuals =
referencePareto.ResultPoints.OrderByDescending(i => i.CrowdingDistance).Take(150).ToList();
var nadir = FindNadir(filteredIndividuals);
var referenceParetoHyperVolume = RInvoker.HyperVolume(filteredIndividuals, nadir);
var results = LoadResults(OutputsDirectory);
var counter = 0;
var counterMax = results.Count;
foreach (var result in results)
{
try
{
result.HyperVolume = referenceParetoHyperVolume - RInvoker.HyperVolume(result.ResultPoints, nadir);
result.EpsilonIndicator = RInvoker.Epsilon(result.ResultPoints, referencePareto.ResultPoints);
}
catch (Exception e)
{
Console.WriteLine("error in caling R script\n " + e.Message);
}
counter++;
Console.WriteLine($"{counter}/{counterMax}");
}
WriteToCsv(OutputsDirectory, results);
SaveAverageValues(results);
Console.WriteLine("done");
}
private static void TestMethod()
{
var results = LoadResults(OutputsDirectory);
var referencePareto = LoadReferencePareto();
var epsilons = new List <double>();
foreach (var result in results)
{
var eps = RInvoker.Epsilon(result.ResultPoints, referencePareto.ResultPoints);
epsilons.Add(eps);
}
Console.ReadLine();
}