private FuzzySystem GetModifiedFuzzySystem(ArrayList ActualParameters)
{
// Clone fuzzysystem
FuzzySystem tempFuz = (FuzzySystem)Activator.CreateInstance(fuzzySystem.GetType());
tempFuz.CopyDataFrom(fuzzySystem);
/*FuzzySystem tempFuz = null;
* switch (fuzzySystem.Type)
* {
* case FuzzyType.Mamdani:
* tempFuz = new MamdaniFS();
* break;
* case FuzzyType.Larsen:
* tempFuz = new LarsenFS();
* break;
* case FuzzyType.Sugeno:
* tempFuz = new SugenoFS();
* break;
* case FuzzyType.Sparse:
* default:
* throw new NotImplementedException();
* break;
* }*/
// Read settings
bool In = false;
bool Out = false;
bool RP = false;
Dispatcher.Invoke(() =>
{
In = CheckInput.IsChecked == true;
Out = CheckOutput.IsChecked == true;
RP = RadioRefPoint.IsChecked == true;
});
// Store the number of MFs handled by the optimization
int finishedMfCount = 0;
if (In)
{
for (int inputId = 0; inputId < tempFuz.Inputs.Length; inputId++)
{
for (int mfId = 0; mfId < tempFuz.Inputs[inputId].MFs.Length; mfId++)
{
if (RP)
{
tempFuz.Inputs[inputId].MFs[mfId] = tempFuz.Inputs[inputId].MFs[mfId].GetAtRefPoint(
(float)((double)ActualParameters[finishedMfCount + mfId]));
}
else
{
tempFuz.Inputs[inputId].MFs[mfId] = MembershipFunction.CreateTrapezoid(
tempFuz.Inputs[inputId].MFs[mfId].GetTrapReferencePoint(),
tempFuz.Inputs[inputId].MFs[mfId].GetTrapBottomBase(),
tempFuz.Inputs[inputId].MFs[mfId].GetTrapBottomBase() * (float)((double)ActualParameters[finishedMfCount + mfId]));
}
}
finishedMfCount += tempFuz.Inputs[inputId].NumMFs;
}
}
if (Out)
{
for (int outputId = 0; outputId < tempFuz.Outputs.Length; outputId++)
{
for (int mfId = 0; mfId < tempFuz.Outputs[outputId].MFs.Length; mfId++)
{
if (RP)
{
tempFuz.Outputs[outputId].MFs[mfId] = tempFuz.Outputs[outputId].MFs[mfId].GetAtRefPoint(
(float)((double)ActualParameters[finishedMfCount + mfId]));
}
else
{
tempFuz.Outputs[outputId].MFs[mfId] = MembershipFunction.CreateTrapezoid(
tempFuz.Outputs[outputId].MFs[mfId].GetTrapReferencePoint(),
tempFuz.Outputs[outputId].MFs[mfId].GetTrapBottomBase(),
tempFuz.Outputs[outputId].MFs[mfId].GetTrapBottomBase() * (float)((double)ActualParameters[finishedMfCount + mfId]));
}
}
finishedMfCount += tempFuz.Outputs[outputId].NumMFs;
}
}
return(tempFuz);
}