public double Defuzzify(string flvName, DefuzzifyType type)
{
// Clear DOMs of all consequents.
SetConfidencesOfConsequentsToZero();
for (int i = 0; i < Rules.Count; i++)
{
Console.WriteLine($"{Rules[i]}");
Rules[i].Calculate();
}
Console.WriteLine();
// custom code - get maximum consequences of ruleset
// it's trash though, fix later
// uses the MaxAV method using pure garbage code that.. works
// pointers and C# just don't mix...
List <OutputSet> outputSet = new List <OutputSet>();
for (int i = 0; i < Rules.Count; i++)
{
FuzzyTermSet consequence = (FuzzyTermSet)Rules[i].Consequence;
string name = consequence.VariableName;
double value = consequence.GetDOM();
double represents = consequence.Set.Represents;
if (outputSet.Exists(os => os.Name == name))
{
outputSet.Find(os => os.Name == name).SetMax(value);
}
else
{
outputSet.Add(new OutputSet(name, value, represents));
}
}
double calculatedMaxAV = 0.0;
double divisor = 0.0;
foreach (OutputSet set in outputSet)
{
calculatedMaxAV += (set.RepresentativeValue * set.Value);
divisor += set.Value;
}
calculatedMaxAV /= divisor;
return(calculatedMaxAV);
}
public double DeFuzzify(string flv, DefuzzifyType method)
{
ResetConfidenceOfConsequence();
foreach (FuzzyRule rule in _rules)
{
rule.Calculate();
}
switch (method)
{
case DefuzzifyType.MaxAv:
return _variables[flv].DeFuzzifyMaxAv();
}
return 0;
}
