static void Main(string[] args)
{
Stopwatch sw = new Stopwatch();
sw.Start();
Func <double, double> fitness = x => 2 * x + 1;
var ga = new GeneticAlgorithm(1500, 500,
new OnePointCrossover(),
new ClassicMutationOperator(),
new RouletteWheelSelection(),
fitness);
//ga.PrintStatistics = true;
var result = ga.RunSimulation(500);
Console.WriteLine($"x = {result.Chromosome.DecodedValue}, f = {result.Fitness}");
var ind = new Individual(10);
ind.ReplaceGenes(new bool[] { true, true, true, true, true, true, true, true, true, true });
Console.WriteLine($"x = {ind.Chromosome.DecodedValue}, f = {fitness(ind.Chromosome.DecodedValue)}");
sw.Stop();
Console.WriteLine(sw.ElapsedMilliseconds + "ms");
Console.ReadLine();
return;
var ind1 = new Individual(10);
var ind2 = new Individual(10);
Console.WriteLine("Individual 1: ");
Console.WriteLine(ind1);
Console.WriteLine("Individual 2: ");
Console.WriteLine(ind2);
var crossover = new OnePointCrossover();
crossover.Crossover(ind1, ind2);
Console.WriteLine("Individual 1: ");
Console.WriteLine(ind1);
Console.WriteLine("Individual 2: ");
Console.WriteLine(ind2);
var mutation = new ClassicMutationOperator();
Console.WriteLine("--Before mutation: ");
Console.WriteLine("Individual 1: ");
Console.WriteLine(ind1);
mutation.Mutation(ind1, 0.1);
Console.WriteLine("--After mutation: ");
Console.WriteLine("Individual 1: ");
Console.WriteLine(ind1);
}
static void Main(string[] args)
{
Func <double, double> fitness = x => 2 * x + 1;
var ga = new GeneticAlgorithm(3000, 10,
new OnePointCrossover(),
new ClassicMutationOperator(),
new RouletteWheelSelection(),
fitness);
ga.PrintStatistics = true;
StopwatchProvider.StartStopWatch();
var result = ga.RunSimulation(5);
Console.WriteLine(StopwatchProvider.StopWatchTime());
Console.WriteLine($"x = {result.Chromosome.DecodedValue}, f = {result.Fitness}");
//var ind = new Individual(10);
//ind.ReplaceGenes(new bool[] { true, true, true, true, true, true, true, true, true, true });
//Console.WriteLine($"x = {ind.Chromosome.DecodedValue}, f = {fitness(ind.Chromosome.DecodedValue)}");
Console.ReadLine();
return;
//var ind1 = new Individual(10);
//var ind2 = new Individual(10);
//Console.WriteLine("Individual 1: ");
//Console.WriteLine(ind1);
//Console.WriteLine("Individual 2: ");
//Console.WriteLine(ind2);
//var crossover = new OnePointCrossover();
//crossover.Crossover(ind1, ind2);
//Console.WriteLine("Individual 1: ");
//Console.WriteLine(ind1);
//Console.WriteLine("Individual 2: ");
//Console.WriteLine(ind2);
//var mutation = new ClassicMutationOperator();
//Console.WriteLine("--Before mutation: ");
//Console.WriteLine("Individual 1: ");
//Console.WriteLine(ind1);
//mutation.Mutation(ind1, 0.1);
//Console.WriteLine("--After mutation: ");
//Console.WriteLine("Individual 1: ");
//Console.WriteLine(ind1);
}