private void Button_Click(object sender, RoutedEventArgs e)
{
var watch = new System.Diagnostics.Stopwatch();
watch.Start();
string[] lg = listOfInd.Text.Split('\n');
articles = new List <article>();
foreach (var item in lg)
{
articles.Add(new article()
{
weight = int.Parse(item.Split(',')[0]), value = int.Parse(item.Split(',')[1])
});
}
var Pop = firstPopulation();
int nPar = int.Parse(numOfPar.Text);
int nGen = int.Parse(numOfGen.Text);
var maxChild = new indv(articles);
for (int i = 0; i < nGen; i++)
{
var parent = rouletweelSelection(Pop, nPar);
Pop = rouletweelSelection(parent, nPar);
for (int j = 0; j < nPar / 2; j++)
{
if (Pop[j].fitness > maxChild.fitness)
{
maxChild = Pop[j];
}
if (Pop[j + 1].fitness > maxChild.fitness)
{
maxChild = Pop[j + 1];
}
var childs = xOver(Pop[j], Pop[j + 1]);
Pop.Add(childs.Item1);
if (childs.Item1.fitness > maxChild.fitness)
{
maxChild = childs.Item1;
}
Pop.Add(childs.Item2);
if (childs.Item2.fitness > maxChild.fitness)
{
maxChild = childs.Item2;
}
}
}
watch.Stop();
MessageBox.Show(maxChild.fitness.ToString() + '\n' + $"Execution Time: {watch.ElapsedMilliseconds} ms");
}
indv SelfAdaptationMethodES()
{
var pop = new List <indv>();
int f = f1.IsChecked.HasValue ? 1 : (f2.IsChecked.HasValue ? 2 : 3);
for (int i = 0; i < int.Parse(numPop.Text); i++)
{
pop.Add(new indv(int.Parse(nd.Text), f, rand, double.Parse(a.Text), double.Parse(b.Text), double.Parse(c.Text), double.Parse(initSig.Text)));
}
indv minF = pop[1];
var par = new List <indv>();
for (int i = 0; i < int.Parse(numGen.Text); i++)
{
par.Clear();
for (int j = 0; j < int.Parse(numPop.Text); j++)
{
par.Add(pop[rand.Next(0, pop.Count)]);
}
var childs = new List <indv>();
for (int k = 0; k < int.Parse(numChild.Text) / 2; k++)
{
var p1 = par[rand.Next(0, par.Count)];
var p2 = par[rand.Next(0, par.Count)];
if (rand.NextDouble() < 0.1)
{
var ch = simpleCrossover(p1, p2);
p1 = ch.Item1;
p2 = ch.Item2;
}
if (rand.NextDouble() <= 0.91)
{
var mch = mutation(p1);
if (mch.fitness > p1.fitness)
{
p1 = mch;
}
}
if (rand.NextDouble() <= 0.91)
{
var mch = mutation(p2);
if (mch.fitness > p2.fitness)
{
p2 = mch;
}
}
if (p1.fitness > minF.fitness)
{
minF = p1;
}
if (p2.fitness > minF.fitness)
{
minF = p2;
}
childs.Add(p1);
childs.Add(p2);
}
if (rouletW.IsChecked.Value)
{
pop = rouletweelSelection(childs, int.Parse(numPop.Text));
}
else if (sus.IsChecked.Value)
{
pop = SusSelection(childs, int.Parse(numPop.Text));
}
else
{
pop = TournamentSelection(childs, int.Parse(numPop.Text));
}
}
return(minF);
}
