private void TypeBox_SelectionChanged(object sender, SelectionChangedEventArgs e)
{
// If Mamdani/Larsen selected
if ((FuzzyType)e.AddedItems[0] == FuzzyType.Mamdani || (FuzzyType)e.AddedItems[0] == FuzzyType.Larsen)
{
if (FuzzySystem.StringToImpMethod(ImpBox.Text) == ImpMethodType.prod)
{
ImpBox.SelectedItem = ImpMethodType.min;
}
if (FuzzySystem.StringToDefuzzMethod(DefuzzBox.Text) == DefuzzMethodType.wtaver || FuzzySystem.StringToDefuzzMethod(DefuzzBox.Text) == DefuzzMethodType.wtsum)
{
DefuzzBox.SelectedItem = DefuzzMethodType.COG;
}
}
// If Sugeno selected
if ((FuzzyType)e.AddedItems[0] == FuzzyType.Sugeno)
{
if (FuzzySystem.StringToImpMethod(ImpBox.Text) == ImpMethodType.min || FuzzySystem.StringToImpMethod(ImpBox.Text) == ImpMethodType.max)
{
ImpBox.SelectedItem = ImpMethodType.prod;
}
if (FuzzySystem.StringToDefuzzMethod(DefuzzBox.Text) == DefuzzMethodType.COA || FuzzySystem.StringToDefuzzMethod(DefuzzBox.Text) == DefuzzMethodType.COG || FuzzySystem.StringToDefuzzMethod(DefuzzBox.Text) == DefuzzMethodType.MOM || FuzzySystem.StringToDefuzzMethod(DefuzzBox.Text) == DefuzzMethodType.LOM || FuzzySystem.StringToDefuzzMethod(DefuzzBox.Text) == DefuzzMethodType.SOM)
{
DefuzzBox.SelectedItem = DefuzzMethodType.wtaver;
}
}
}
private void InitializeFuzzySystem()
{
switch (FuzzySystem.StringToFuzzyType(TypeBox.Text))
{
case FuzzyType.Mamdani:
fuzzySystem = new MamdaniFS();
break;
case FuzzyType.Larsen:
fuzzySystem = new LarsenFS();
break;
case FuzzyType.Sugeno:
fuzzySystem = new SugenoFS();
break;
case FuzzyType.Sparse:
break;
default:
break;
}
//fuzzySystem = new FuzzySystem();
// Load fuzzysystem data
fuzzySystem.Name = NameBox.Text;
//fuzzySystem.Type = FuzzySystem.StringToFuzzyType(TypeBox.Text);
fuzzySystem.Version = VersionBox.Text;
fuzzySystem.AndMethod = FuzzySystem.StringToAndMethod(AndBox.Text);
fuzzySystem.OrMethod = FuzzySystem.StringToOrMethod(OrBox.Text);
fuzzySystem.AggMethod = FuzzySystem.StringToAggMethod(AggBox.Text);
fuzzySystem.ImpMethod = FuzzySystem.StringToImpMethod(ImpBox.Text);
fuzzySystem.DefuzzMethod = FuzzySystem.StringToDefuzzMethod(DefuzzBox.Text);
// Set up the data and declare the arrays
fuzzySystem.NumInputs = InputTemplates.Count;
for (int i = 0; i < fuzzySystem.NumInputs; i++)
{
fuzzySystem.Inputs[i] = new InputOutput
{
Name = InputTemplates[i].Name,
IsInput = true,
Index = i + 1
};
}
fuzzySystem.NumOutputs = OutputTemplates.Count;
for (int i = 0; i < fuzzySystem.NumOutputs; i++)
{
fuzzySystem.Outputs[i] = new InputOutput
{
Name = OutputTemplates[i].Name,
IsInput = false,
Index = i + 1
};
}
// Set the ranges and NumMF-s
for (int inputId = 0; inputId < InputTemplates.Count; inputId++)
{
try
{
fuzzySystem.Inputs[inputId].Range = new float[] { float.Parse(InputTemplates[inputId].RangeMin.Replace(",", "."), NumberStyles.Float, CultureInfo.InvariantCulture), float.Parse(InputTemplates[inputId].RangeMax.Replace(",", "."), NumberStyles.Float, CultureInfo.InvariantCulture) };
}
catch (Exception exc)
{
if (exc != null)
{
throw exc;
}
throw new Exception("Failed to read range from" + fuzzySystem.Inputs[inputId].Name);
}
if (fuzzySystem.Inputs[inputId].Range[0] >= fuzzySystem.Inputs[inputId].Range[1])
{
throw new Exception("Incorrect range for" + fuzzySystem.Inputs[inputId].Name);
}
fuzzySystem.Inputs[inputId].NumMFs = InputTemplates[inputId].NumMF;
}
for (int outputId = 0; outputId < OutputTemplates.Count; outputId++)
{
try
{
fuzzySystem.Outputs[outputId].Range = new float[] { float.Parse(OutputTemplates[outputId].RangeMin.Replace(",", "."), NumberStyles.Float, CultureInfo.InvariantCulture), float.Parse(OutputTemplates[outputId].RangeMax.Replace(",", "."), NumberStyles.Float, CultureInfo.InvariantCulture) };
}
catch (Exception exc)
{
if (exc != null)
{
throw exc;
}
throw new Exception("Failed to read range from" + fuzzySystem.Inputs[outputId].Name);
}
if (fuzzySystem.Outputs[outputId].Range[0] >= fuzzySystem.Outputs[outputId].Range[1])
{
throw new Exception("Incorrect range for" + fuzzySystem.Inputs[outputId].Name);
//MessageBox.Show("Incorrect range for " + fuzzySystem.Outputs[outputId].Name, "ERROR", MessageBoxButton.OK, MessageBoxImage.Error);
}
fuzzySystem.Outputs[outputId].NumMFs = OutputTemplates[outputId].NumMF;
}
fuzzySystem.GenerateTrapezoidMFs(1.0f / 3.0f, true, fuzzySystem.Type != FuzzyType.Sugeno);
//if (fuzzySystem.Type == FuzzyType.Sugeno)
//fuzzySystem.GenerateConstantOutputMFs();
}