private void Step_Animate_Swarm(Color[] pColor, int s)
{
//Animation.GraphPane.CurveList.Clear();
for (int pType = 0; pType < 4; pType++)
{
double[] xx = new double[((ArrayList)AniS[s]).Count];
double[] yy = new double[((ArrayList)AniS[s]).Count];
for (int i = 0; i < ((ArrayList)AniS[s]).Count; i++)
{
if (((Particle)((ArrayList)AniS[s])[i]).type == pType)
{
xx[i] = ((Particle)((ArrayList)AniS[s])[i]).Objective[0];
yy[i] = ((Particle)((ArrayList)AniS[s])[i]).Objective[1];
}
}
DrawGraph.CreateXYScatter(Animation, xx, yy, "spType" + pType.ToString(), "Animation_StepS", pColor[pType]);
}
if ((s % 50 == 0) || (s == Ani.Count))
{
Animation.GraphPane.XAxis.Scale.MaxAuto = true;
Animation.GraphPane.XAxis.Scale.MinAuto = true;
Animation.GraphPane.YAxis.Scale.MaxAuto = true;
Animation.GraphPane.YAxis.Scale.MinAuto = true;
}
else
{
Animation.GraphPane.XAxis.Scale.MaxAuto = false;
Animation.GraphPane.XAxis.Scale.MinAuto = false;
Animation.GraphPane.YAxis.Scale.MaxAuto = false;
Animation.GraphPane.YAxis.Scale.MinAuto = false;
}
}
private void MOPSOrun_Click(object sender, EventArgs e)
{
double[] index;
ArrayList Average;
double[] PSOparas = new double[19];
ArrayList Pareto = new ArrayList();
DateTime start = DateTime.Now;
PSOparas[0] = Convert.ToDouble(this.PSOiter.Value);
PSOparas[1] = Convert.ToDouble(this.PSOnumParticles.Value);
PSOparas[2] = Convert.ToDouble(this.PSOwmin.Text);
PSOparas[3] = Convert.ToDouble(this.PSOwmax.Text);
PSOparas[4] = Convert.ToDouble(this.PSOnb.Value);
PSOparas[5] = Convert.ToDouble(this.PSOcp.Text);
PSOparas[6] = Convert.ToDouble(this.PSOcg.Text);
PSOparas[7] = Convert.ToDouble(this.PSOcl.Text);
PSOparas[8] = Convert.ToDouble(this.PSOcn.Text);
PSOparas[9] = Convert.ToDouble(this.nElite.Text);
PSOparas[10] = Convert.ToDouble(this.percTopE.Text);
PSOparas[11] = Convert.ToDouble(this.percBotE.Text);
PSOparas[12] = Convert.ToDouble(this.percGapU.Text);
PSOparas[13] = Convert.ToDouble(this.ptype1.Text);
PSOparas[14] = Convert.ToDouble(this.ptype2.Text);
PSOparas[15] = Convert.ToDouble(this.ptype3.Text);
PSOparas[16] = Convert.ToDouble(this.ptype4.Text);
PSOparas[17] = Convert.ToDouble(this.randomS.Text);
PSOparas[18] = Convert.ToDouble(this.nRep.Text);
//for (int strategy = 1; strategy < 7; strategy++)
//for (int strategy = 5; strategy < 6; strategy++)
MainClass.PSO(problem, PSOparas, (int)moveS.Value, this.cAnimation.Checked, out index, out Pareto, out Ani, out AniS, out Average);
TimeSpan finish = DateTime.Now - start;
PSOGraph.GraphPane.CurveList.Clear();
for (int i = 0; i < Average.Count; i++)
{
DrawGraph.CreateXY(PSOGraph, index, (double[])Average[i], pColor[i + 1], i + 1);
}
double[] xx = new double[Pareto.Count];
double[] yy = new double[Pareto.Count];
for (int i = 0; i < Pareto.Count; i++)
{
xx[i] = ((Particle)Pareto[i]).Objective[0];
yy[i] = ((Particle)Pareto[i]).Objective[1];
}
PSO_Pareto.GraphPane.CurveList.Clear();
DrawGraph.CreateXYScatter(PSO_Pareto, xx, yy, "Pareto Front", "Non-dominated front", Color.Blue);
ObjVal.Text = finish.ToString();
NumberPareto.Text = Pareto.Count.ToString();
// Enable animation function
if (this.cAnimation.Checked)
{
this.AniStep.Enabled = true;
this.AniStepRun.Enabled = true;
this.PSO_dynamic.Enabled = true;
this.AniSpeed.Enabled = true;
}
else
{
this.AniStep.Enabled = false;
this.AniStepRun.Enabled = false;
this.PSO_dynamic.Enabled = false;
this.AniSpeed.Enabled = false;
}
}