public static Pop Sort(Pop p)
{
IList <Gen> list = new List <Gen>();
list = p.Kromozon;
IEnumerable <Gen> sortedEnum = list.OrderBy(f => f.Score);
IList <Gen> sortedList = sortedEnum.ToList();
p.Kromozon = sortedList;
return(p);
}
public static Pop Speed(Pop p)
{
foreach (Gen h in p.Kromozon)
{
double rand1 = Math.Round(RandomNumber(0, 1), 1);
double rand2 = Math.Round(RandomNumber(0, 1), 1);
if (h.Speed == null)
{
h.Speed = new double[h.Genes.Length];
for (int i = 0; i < h.Genes.Length; i++)
{
h.Speed[i] = 0;
}
}
for (int i = 0; i < h.Genes.Length; i++)
{
double a = h.Pbest[i] - h.Genes[i];
double b = p.BestGen.Pbest[i] - h.Genes[i];
double son = h.Speed[i] + (Pop.C * rand1 * a) + (Pop.C * rand2 * b);
h.Speed[i] = son;
double sonuc = h.Genes[i] + son;
if (sonuc >= Pop.max) // -3 > 5
{
sonuc = Pop.max;
}
if (sonuc <= Pop.min)
{
sonuc = Pop.min;
}
sonuc = Math.Round(sonuc, Pop.penalty);
h.Genes[i] = sonuc;
}
}
return(p);
}
private void btn_basla_Click(object sender, EventArgs e)
{
int pop = (int)num_pop.Value;
double min = decimal.ToDouble(num_min.Value);
double max = decimal.ToDouble(num_max.Value);
double pen = decimal.ToDouble(num_pen.Value);
double gen = decimal.ToDouble(num_gen.Value);
double c = decimal.ToDouble(num_c.Value);
double jen = decimal.ToDouble(num_jen.Value);
bool kon_min = rad_min.Checked;
while (chart_pso.Series.Count > 0)
{
chart_pso.Series.RemoveAt(0);
} // Resetle
Series series = this.chart_pso.Series.Add("Total");
series.ChartType = SeriesChartType.Spline;
chart_pso.Series["Total"].BorderWidth = 2;
chart_pso.Series["Total"].Color = Color.Red;
Pop p = new Pop(pop);
//Bilgileri al
Pop.penalty = (int)pen;
Pop.max = (int)max;
Pop.min = (int)min;
Pop.gensize = (int)gen;
Pop.C = (int)c;
//Bilgileri al
p.Generate();
for (int i = 0; i < jen; i++)
{
p.ScoreAll();
if (i % (jen / 10) == 0)
{
series.Points.AddXY(i, Math.Round(p.BestGen.Pscore, 0));
}
p = PSO.Speed(p);
}
p.ScoreAll();
listBox1.Items.Add("----------------------");
for (int i = 0; i < p.Kromozon.Count; i++)
{
listBox1.Items.Add("Krom_" + (i + 1) + " Score =" + p.Kromozon[i].Score);
listBox1.Items.Add("Krom_" + (i + 1) + " PScore = " + p.Kromozon[i].Pscore);
listBox1.Items.Add("----------------------");
}
int j = 0;
listBox1.Items.Add("----------------------");
listBox1.Items.Add("BestGen_Score = " + p.BestGen.Score);
foreach (double g in p.BestGen.Genes)
{
j++;
listBox1.Items.Add("BestGen_Gen " + j + "=" + g);
}
listBox1.Items.Add("----------------------");
listBox1.Items.Add("----------------------");
listBox1.Items.Add("BestGen_PScore = " + p.BestGen.Pscore);
j = 0;
foreach (double g in p.BestGen.Pbest)
{
j++;
listBox1.Items.Add("BestGen_PGen " + j + "=" + g);
}
}