public void ExecuteSelectionTest()
{
Individual[] individuals = new Individual[]
{
new Individual(new[] { 0.1, 0.2, 0.3 }, 1),
new Individual(new[] { 0.2, 0.3, 0.4 }, 2),
new Individual(new[] { 0.3, 0.4, 0.5 }, 3),
new Individual(new[] { 0.4, 0.5, 0.6 }, 4),
new Individual(new[] { 0.5, 0.6, 0.7 }, 5),
new Individual(new[] { 0.6, 0.7, 0.8 }, 6)
};
MGG mggExecutor = new MGG();
IndividualsGroup individualsGroup = new IndividualsGroup();
foreach (var item in individuals)
{
individualsGroup.AddIndivisual(item);
}
for (int i = 0; i < 10000; i++)
{
var selectedIndividuals = mggExecutor.ExecuteSelection(individualsGroup);
Console.WriteLine(mggExecutor.SelectedIndividualsIndex[0].ToString() + "," + mggExecutor.SelectedIndividualsIndex[1].ToString());
}
}
public void ExecuteCrossoverTest()
{
UNDX_Parameters undxParameters = new UNDX_Parameters()
{
Alpha = 0.5, Beta = 0.35, NumberOfCrossovers = 10, NumberOfParameters = 3
};
IndividualsGroup individualsGroup = new IndividualsGroup();
UNDX undx = new UNDX(undxParameters);
for (int i = 0; i < 3; i++)
{
individualsGroup.AddIndivisual(new Individual(new double[] { 0.9 * (i + 1), 0.2 * (i + 1), 0.4 * (i + 1) }, 0.1 * (i + 1)));
// For Debug
Console.WriteLine(individualsGroup.IndivisualsGroup[i].OptParameters[0] + "\t" + individualsGroup.IndivisualsGroup[i].OptParameters[1] + "\t" + individualsGroup.IndivisualsGroup[i].OptParameters[2] + "\t");
}
var result = undx.ExecuteCrossover(individualsGroup);
// Displaying Result
for (int i = 0; i < result.Length; i++)
{
Console.Write(i + ". ");
for (int j = 0; j < result[i].Length; j++)
{
Console.Write(result[i][j] + "\t");
}
Console.Write("\r\n");
}
}
public void ExecuteGenerationChangeTest()
{
GenerationalChange generationalChange = new GenerationalChange(evaluationTest, GenerationalChange.GenerationChangeModel.UNDX_MGG);
IndividualsGroup parents = new IndividualsGroup();
for (int i = 0; i < 3; i++)
{
parents.AddIndivisual(new Individual(new double[] { 0.9 * (i + 1), 0.2 * (i + 1), 0.4 * (i + 1) }, 0.1 * (i + 1)));
// For Debug
Console.WriteLine(parents.IndivisualsGroup[i].OptParameters[0] + "\t" + parents.IndivisualsGroup[i].OptParameters[1] + "\t" + parents.IndivisualsGroup[i].OptParameters[2] + "\t");
}
var result = generationalChange.ExecuteGenerationChange(parents);
for (int i = 0; i < 3; i++)
{
// For Debug
Console.WriteLine(result.IndivisualsGroup[i].OptParameters[0] + "\t" + result.IndivisualsGroup[i].OptParameters[1] + "\t" + result.IndivisualsGroup[i].OptParameters[2] + "\t");
}
}