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();
}
static void Main(string[] args)
{
var evolverConfig = GetEvolutionConfig();
var indiviualConfig = new IndividualConfig
{
MutationAmount = 2,
IndividualSize = 10,
Max = 20,
Min = 0,
Target = 10.9
};
var evolver = new Evolver
{
Config = evolverConfig
};
IndividualFactory.Instance.RegisterNew(() => new Individual(evolverConfig, indiviualConfig));
var finalPopulation = evolver.Evolve();
PrintEndPopulationStats(finalPopulation, evolverConfig, indiviualConfig);
}
