private void GetNextGen(Family family)
{
//int simplestCount = 0;
for (double i = 0; i < EInfo.CandidatesPerGen; i++)
{
if (GetChild(family.parents, child))
{
if (child.NumberOfAllOperators > 0) // maybe not need but just to be sure
{
EvolveCand.EvolveCandidate(EInfo, child);
child.CalcTotalOffSet();
if (Tools.IsANumber(child.OffSet))
{
family.CheckNewChild(child);
}
//if (EvolvedEquation.CreateFunction() == "f(x) = x")
//{
// simplestCount++;
//}
//Debug.WriteLine(EvolvedEquation.CreateFunction());
//Thread.Sleep(500);
}
}
ResetSingle(child);
}
//Debug.WriteLine(simplestCount);
//Thread.Sleep(500);
}
protected virtual bool GetNextGen(Equation EvolvedEquation, Equation OldEquation, int toCalc)
{
bool BestCandEvolved = false;
Equation BestEvolvedEquation = BestCandidate.MakeClone(new Equation(EInfo, Randomizer));
Debug.WriteLine(BestCandidate.CreateFunction());
//int simplestCount = 0;
for (double i = 0; i < EInfo.CandidatesPerGen * EInfo.EvolvedCandidatesPerGen; i++)
{
BestCandidate.MakeClone(EvolvedEquation);
EvolveCand.EvolveCandidate(EInfo, EvolvedEquation);
EvolvedEquation.CalcPartialOffSet(toCalc);
//if (EvolvedEquation.CreateFunction() == "f(x) = x")
//{
// simplestCount++;
//}
//Debug.WriteLine(EvolvedEquation.CreateFunction());
//Thread.Sleep(500);
bool EvolvedToBetter = ChangeIfBetter(EvolvedEquation, OldEquation, BestEvolvedEquation);
BestCandEvolved = (EvolvedToBetter) ? true : BestCandEvolved;
ResetSingle(EvolvedEquation);
}
//Debug.WriteLine(simplestCount);
//Thread.Sleep(500);
int[] Indexes = SmartCand.CanSmartChangeNumbers(BestCandidate, OldEquation);
for (double i = 0; i < EInfo.CandidatesPerGen * EInfo.SmartCandidatesPerGen; i++)
{
BestCandidate.MakeClone(EvolvedEquation);
SmartCand.SmartifyCandidate(EInfo, EvolvedEquation, BestCandidate, OldEquation, Indexes);
EvolvedEquation.CalcPartialOffSet(toCalc);
bool EvolvedToBetter = ChangeIfBetter(EvolvedEquation, OldEquation, BestEvolvedEquation);
BestCandEvolved = (EvolvedToBetter) ? true : BestCandEvolved;
ResetSingle(EvolvedEquation);
}
for (double i = 0; i < EInfo.CandidatesPerGen * EInfo.RandomCandidatesPerGen; i++)
{
RandomCand.MakeRandomEquation(EvolvedEquation);
EvolvedEquation.CalcPartialOffSet(toCalc);
bool EvolvedToBetter = ChangeIfBetter(EvolvedEquation, OldEquation, BestEvolvedEquation);
BestCandEvolved = (EvolvedToBetter) ? true : BestCandEvolved;
ResetSingle(EvolvedEquation);
}
if (BestCandEvolved)
{
ResetSingle(OldEquation);
BestEvolvedEquation.MakeClone(OldEquation);
ResetSingle(BestCandidate);
BestEvolvedEquation.MakeClone(BestCandidate);
BestCandidate.CompressEquation();
}
return(BestCandEvolved);
}
