/// <summary>
/// Implicate rule results
/// </summary>
/// <param name="conditions">Rule conditions</param>
/// <returns>Implicated conclusion</returns>
public Dictionary <MamdaniFuzzyRule, IMembershipFunction> Implicate(Dictionary <MamdaniFuzzyRule, double> conditions)
{
Dictionary <MamdaniFuzzyRule, IMembershipFunction> conclusions = new Dictionary <MamdaniFuzzyRule, IMembershipFunction>();
foreach (MamdaniFuzzyRule rule in conditions.Keys)
{
MfCompositionType compType;
switch (_implMethod)
{
case ImplicationMethod.Min:
compType = MfCompositionType.Min;
break;
case ImplicationMethod.Production:
compType = MfCompositionType.Prod;
break;
default:
throw new Exception("Internal error.");
}
CompositeMembershipFunction resultMf = new CompositeMembershipFunction(
compType,
new ConstantMembershipFunction(conditions[rule]),
((FuzzyTerm)rule.Conclusion.Term).MembershipFunction);
conclusions.Add(rule, resultMf);
}
return(conclusions);
}
/// <summary>
/// Implicate rule results
/// </summary>
/// <param name="conditions">Rule conditions</param>
/// <returns>Implicated conclusion</returns>
public Dictionary<MamdaniFuzzyRule, IMembershipFunction> Implicate(Dictionary<MamdaniFuzzyRule, double> conditions)
{
Dictionary<MamdaniFuzzyRule, IMembershipFunction> conclusions = new Dictionary<MamdaniFuzzyRule, IMembershipFunction>();
foreach (MamdaniFuzzyRule rule in conditions.Keys)
{
MfCompositionType compType;
switch (_implMethod)
{
case ImplicationMethod.Min:
compType = MfCompositionType.Min;
break;
case ImplicationMethod.Production:
compType = MfCompositionType.Prod;
break;
default:
throw new Exception("Internal error.");
}
CompositeMembershipFunction resultMf = new CompositeMembershipFunction(
compType,
new ConstantMembershipFunction(conditions[rule]),
((FuzzyTerm)rule.Conclusion.Term).MembershipFunction);
conclusions.Add(rule, resultMf);
}
return conclusions;
}