private static HabitatConfiguration GetHabitatConfiguration()
{
HabitatConfiguration config = new HabitatConfiguration();
config.CrossoverRate = .7;
config.FitnessAlgorithm = new DifferenceAlgorithm(new MathChromosomeInterpreter(), goalValue);
config.MutationRate = .001;
config.NumberGenerator = numberGenerator;
config.PoolGenerator = new BinaryChromosomePoolGenerator(numberGenerator, new BinaryChromosomePoolConfiguration()
{
ChromosomeSequenceLength = chromosomeLength, PadToNibble = false
});
config.ReproductionSelector = new RouletteWheelSelector(numberGenerator);
config.SequenceMutator = new BinarySequenceMutator();
return(config);
}
private static void Initialize()
{
goalValue = GetGoalValue();
numberGenerator = new Random();
HabitatConfiguration config = GetHabitatConfiguration();
myHabitat = new Habitat(config);
nextPool = new List <Chromosome>();
source = new Chromosome();
source.Score = int.MaxValue;
target = new Chromosome();
target.Score = int.MaxValue;
alpha = new Chromosome();
alpha.Score = double.MaxValue;
pool = myHabitat.GenerateSeedPool(populationSize);
myHabitat.Score(pool);
}
