public Population(EvolveConfig config)
{
Config = config;
Individuals = Enumerable.Range(0, config.PopulationConfig.PopulationSize)
.Select(_ => IndividualFactory.Instance.CreateIndividual()).ToList();
}
public Maters(IEnumerable<IIndividual> individuals, EvolveConfig config)
{
_individuals = individuals;
Config = config;
SetFathersAndMothers();
}
public Individual(IEnumerable<double> values, EvolveConfig globalConfig, IndividualConfig individualConfig)
{
GlobalConfig = globalConfig;
IndividualConfig = individualConfig;
Current = values.ToList();
}
private static void PrintEndPopulationStats(Population finalPopulation, EvolveConfig config, IndividualConfig individualConfig)
{
Console.WriteLine("Final population fitness {0}", finalPopulation.Grade());
Console.WriteLine("Accepted values:");
finalPopulation.Individuals.Where(i => Math.Round((i as Individual).Sum, config.Precision) == Math.Round(individualConfig.Target, config.Precision))
.GroupBy(i => i.ToString())
.ForEach(i => Console.WriteLine("{0} indiviuals {1} sum to {2}", i.Count(), i.First(), (i.First() as Individual).Sum));
}
public Individual(EvolveConfig globalConfig, IndividualConfig individualConfig)
{
GlobalConfig = globalConfig;
IndividualConfig = individualConfig;
Current = Enumerable.Range(0, IndividualConfig.IndividualSize)
.Select(_ => GetValue()).ToList();
}
public Population(IEnumerable<IIndividual> individuals, EvolveConfig config)
{
Individuals = individuals;
Config = config;
}