protected override void doSolve()
{
initial();
frm = new plotFrm(mainpop, mop.getName());
frm.Show();
frm.Refresh();
while (!terminated())
{
for (int i = 0; i < this.popsize; i++)
{
MoChromosome offspring;
offspring = SBXCrossover(i);//GeneticOPDE//GeneticOPSBXCrossover
this.evaluate(offspring);
updateReference(offspring);
updatePoint(offspring);
updateNeighbours(i, offspring);
offspring = null;
}
if (this.ItrCounter % 10 == 0)
{
frm.refereshPlot(this.ItrCounter, mainpop);
frm.Refresh();
}
this.ItrCounter++;
}
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
}
protected override void doSolve()
{
initial();
frm = new plotFrm(mainpop, mop.getName());
frm.Show();
frm.Refresh();
while (!terminated())
{
List <MoChromosome> offsPop = new List <MoChromosome>();
for (int i = 0; i < popsize; i++)
{
MoChromosome offspring;
offspring = SBXCrossover(i, false);//GeneticOPDE//GeneticOPSBXCrossover
this.evaluate(offspring);
offsPop.Add(offspring);
}
List <MoChromosome> Pop = new List <MoChromosome>();
Pop.AddRange(mainpop);
Pop.AddRange(offsPop);
EnviromentSelection(Pop);
if (this.ItrCounter % 10 == 0)
{
frm.refereshPlot(this.ItrCounter, mainpop);
frm.Refresh();
}
ItrCounter++;
}
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
}
protected override void DoSolve()
{
Initial();
string prob = mop.GetName();
if (prob.IndexOf("DTLZ") != -1)
{
igdValue.Add(QulityIndicator.QulityIndicator.DTLZIGD(mainpop, prob, this.numObjectives));
}
else
{
pofData = FileTool.ReadData(pofPath + prob);
igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
}
frm = new plotFrm(mainpop, mop.GetName());
frm.Show();
frm.Refresh();
while (!Terminated())
{
List <MoChromosome> offsPop = new List <MoChromosome>();
for (int i = 0; i < popsize; i++)
{
MoChromosome offspring;
offspring = SBXCrossover(i, true);//GeneticOPDE//GeneticOPSBXCrossover
this.Evaluate(offspring);
offsPop.Add(offspring);
UpdateReference(offspring);
}
List <MoChromosome> Pop = new List <MoChromosome>();
Pop.AddRange(mainpop);
Pop.AddRange(offsPop);
EnviromentSelection(Pop);
if (this.ItrCounter % 10 == 0)
{
frm.refereshPlot(this.ItrCounter, mainpop);
frm.Refresh();
if (prob.IndexOf("DTLZ") != -1)
{
igdValue.Add(QulityIndicator.QulityIndicator.DTLZIGD(mainpop, prob, this.numObjectives));
}
else
{
igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
}
}
ItrCounter++;
}
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
Common.FileTool.WritetoFile(igdValue, "igdCurve");
}
protected override void DoSolve()
{
Initial();
string prob = mop.GetName();
pofData = FileTool.ReadData(pofPath + prob);
igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
frm = new plotFrm(mainpop, mop.GetName());
frm.Show();
frm.Refresh();
while (!Terminated())
{
List <MoChromosome> offsPop = new List <MoChromosome>();
for (int i = 0; i < K; i++)
{
for (int j = 0; j < Pop[i].Count; j++)
{
MoChromosome offspring;
offspring = GeneticOPDE(i, j);//GeneticOPDE//GeneticOPSBXCrossover
this.Evaluate(offspring);
offsPop.Add(offspring);
UpdateReference(offspring);
}
}
offsPop.AddRange(mainpop);
EnviromentSelection(offsPop);
if (this.ItrCounter % 10 == 0)
{
frm.refereshPlot(this.ItrCounter, mainpop);
frm.Refresh();
igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
}
this.ItrCounter++;
}
List <MoChromosome> result = new List <MoChromosome>();
result.AddRange(mainpop);
mainpop.Clear();
mainpop.AddRange(NSGA.FastNonDominatedSort(result)[0]);
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
Common.FileTool.WritetoFile(igdValue, "igdCurve");
}
protected override void DoSolve()
{
Initial();
frm = new plotFrm(mainpop, mop.GetName());
frm.Show();
frm.Refresh();
while (!Terminated())
{
List <MoChromosome> offsPop = new List <MoChromosome>();
for (int i = 0; i < popsize; i++)
{
MoChromosome offspring;
if (GlobalValue.CrossoverType.Equals("SBX"))
{
offspring = SBXCrossover(i);//GeneticOPDE//GeneticOPSBXCrossover
}
else
{
offspring = DECrossover(i);
}
this.Evaluate(offspring);
offsPop.Add(offspring);
UpdateReference(offspring);
}
List <MoChromosome> Pop = new List <MoChromosome>();
Pop.AddRange(mainpop);
Pop.AddRange(offsPop);
EnviromentSelection(Pop);
if (this.ItrCounter % 10 == 0)
{
frm.refereshPlot(this.ItrCounter, mainpop);
frm.Refresh();
}
ItrCounter++;
}
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
}
protected override void DoSolve()
{
Initial();
frm = new plotFrm(mainpop, mop.GetName());
frm.Show();
frm.Refresh();
while (!Terminated())
{
for (int i = 0; i < popsize; i++)
{
MoChromosome offspring;
if (GlobalValue.CrossoverType.Equals("SBX"))
{
offspring = SBXCrossover(i, true);//GeneticOPDE//GeneticOPSBXCrossover
}
else
{
offspring = DECrossover(i, true);
}
this.Evaluate(offspring);
UpdateReference(offspring);
UpdateNeighbours(i, offspring);
offspring = null;
}
if (this.ItrCounter % 10 == 0)
{
frm.refereshPlot(this.ItrCounter, mainpop);
frm.Refresh();
}
this.ItrCounter++;
}
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
}
protected override void doSolve()
{
initial();
string prob = mop.getName();
pofData = FileTool.readData(pofPath + prob);
igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
frm = new plotFrm(mainpop, mop.getName());
frm.Show();
frm.Refresh();
while (!terminated())
{
for (int i = 0; i < popsize; i++)
{
MoChromosome offSpring = SBXCrossover(i, true);//GeneticOPDE//GeneticOPSBXCrossover
this.evaluate(offSpring);
updateNeighbours(i, offSpring);
updateReference(offSpring);
offSpring = null;
}
if (this.ItrCounter == 0.7 * this.TotalItrNum)
{
isCave = isConcave();
//isCave = false;
if (isCave == false)
{
exterSet.Clear();
for (int i = 0; i < this.mainpop.Count; i++)
{
MoChromosome offSpring = this.createChromosome();
this.mainpop[i].copyTo(offSpring);
exterSet.Add(offSpring);
}
for (int i = 0; i < this.weights.Count(); i++)
{
for (int j = 0; j < this.numObjectives; j++)
{
this.weights[i][j] = 1 - this.weights[i][j];
}
}
getTransweight();
this.neighbourTable.Clear();
initNeighbour();
for (int i = 0; i < popsize; i++)
{
for (int j = 0; j < this.numObjectives; j++)
{
narpoint[j] = 1;
}
}
}
}
if (this.ItrCounter % 10 == 0)
{
List <MoChromosome> union = new List <MoChromosome>();
union.AddRange(mainpop);
union.AddRange(exterSet);
frm.refereshPlot(this.ItrCounter, union);
frm.Refresh();
igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
}
this.ItrCounter++;
}
mainpop.AddRange(exterSet);
List <MoChromosome> result = new List <MoChromosome>();
result.AddRange(mainpop);
mainpop.Clear();
mainpop.AddRange(NSGA.fastNonDominatedSort(result)[0]);
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
Common.FileTool.WritetoFile(igdValue, "igdCurve");
}
protected override void doSolve()
{
initial();
//string prob = mop.getName();
//if (prob.IndexOf("DTLZ") != -1)
//{
// igdValue.Add(QulityIndicator.QulityIndicator.DTLZIGD(mainpop, prob, this.numObjectives));
//}
//else
//{
// pofData = FileTool.readData(pofPath + prob);
// igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
//}
frm = new plotFrm(mainpop, mop.getName());
frm.Show();
frm.Refresh();
while (!terminated())
{
List <MoChromosome> offsPop = new List <MoChromosome>();
for (int i = 0; i < popsize; i++)
{
MoChromosome offspring;
offspring = SBXCrossover(i);//GeneticOPDE//GeneticOPSBXCrossover
this.evaluate(offspring);
offsPop.Add(offspring);
updateReference(offspring);
}
List <MoChromosome> Pop = new List <MoChromosome>();
Pop.AddRange(mainpop);
Pop.AddRange(offsPop);
Reference_Vector_Guided_Selection(Pop);
Reference_Vector_Adaptation();
//Reference_Vector_Adaptation(Pop);
if (this.ItrCounter % 10 == 0)
{
frm.refereshPlot(this.ItrCounter, mainpop);
frm.Refresh();
//if (prob.IndexOf("DTLZ") != -1)
//{
// igdValue.Add(QulityIndicator.QulityIndicator.DTLZIGD(mainpop, prob, this.numObjectives));
//}
//else
//{
// igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
//}
}
ItrCounter++;
}
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
//Common.FileTool.WritetoFile(igdValue, "igdCurve");
}
protected override void doSolve()
{
initial();
string prob = mop.getName();
if (prob.IndexOf("DTLZ") != -1)
{
igdValue.Add(QulityIndicator.QulityIndicator.DTLZIGD(mainpop, prob, this.numObjectives));
}
else
{
pofData = FileTool.readData(pofPath + prob);
igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
}
if (GlobalValue.IsShowProcess)
{
frm = new plotFrm(mainpop, mop.getName());
frm.Show();
frm.Refresh();
}
while (!terminated())
{
List <MoChromosome> offsPop = new List <MoChromosome>();
for (int i = 0; i < popsize; i++)
{
MoChromosome offspring;
if (GlobalValue.CrossoverType.Equals("SBX"))
{
offspring = SBXCrossover(i, true);//GeneticOPDE//GeneticOPSBXCrossover
}
else
{
offspring = DECrossover(i, true);
}
this.evaluate(offspring);
offsPop.Add(offspring);
updateReference(offspring);
}
List <MoChromosome> Pop = new List <MoChromosome>();
Pop.AddRange(mainpop);
Pop.AddRange(offsPop);
EnviromentSelection(Pop);
if (this.ItrCounter >= Mr * this.TotalItrNum && this.ItrCounter % ((int)(this.TotalItrNum * fr)) == 0)
{
adjustReferencePoints();
}
if (this.ItrCounter % 10 == 0)
{
if (GlobalValue.IsShowProcess)
{
frm.refereshPlot(this.ItrCounter, mainpop);
frm.Refresh();
}
if (prob.IndexOf("DTLZ") != -1)
{
igdValue.Add(QulityIndicator.QulityIndicator.DTLZIGD(mainpop, prob, this.numObjectives));
}
else
{
igdValue.Add(QulityIndicator.QulityIndicator.IGD(mainpop, pofData));
}
}
this.ItrCounter++;
}
Common.FileTool.WritetoFile(mainpop, "gen", 1);
Common.FileTool.WritetoFile(mainpop, "obj", 2);
Common.FileTool.WritetoFile(igdValue, "igdCurve");
}
