private IslandGeneticAlgorithm CreateIslandGaTspSample()
{
IslandGeneticAlgorithm ga = new IslandGeneticAlgorithm();
#region Problem Configuration
var provider = new TSPLIBTSPInstanceProvider();
var instance = provider.GetDataDescriptors().Where(x => x.Name == "ch130").Single();
TravelingSalesmanProblem tspProblem = new TravelingSalesmanProblem();
tspProblem.Load(provider.LoadData(instance));
tspProblem.UseDistanceMatrix.Value = true;
#endregion
#region Algorithm Configuration
ga.Name = "Island Genetic Algorithm - TSP";
ga.Description = "An island genetic algorithm which solves the \"ch130\" traveling salesman problem (imported from TSPLIB)";
ga.Problem = tspProblem;
SamplesUtils.ConfigureIslandGeneticAlgorithmParameters <ProportionalSelector, OrderCrossover2, InversionManipulator,
UnidirectionalRingMigrator, BestSelector, WorstReplacer>(
ga, 100, 1, 1000, 0.05, 5, 50, 0.25);
#endregion
return(ga);
}
