void Execute(Options options)
{
IMembershipFuncFactory <double> msf = null;
switch (options.MembershipFunction)
{
case MembershipFunction.Triangular:
msf = new TriangularFuncFactory();
break;
case MembershipFunction.Trapezoidal:
msf = new TrapezoidalFuncFactory();
break;
case MembershipFunction.Gaussian:
msf = new GaussianFuncFactory();
break;
case MembershipFunction.Bell:
msf = new BellFuncFactory();
break;
case MembershipFunction.Sigmoid:
msf = new SigmoidFuncFactory();
break;
case MembershipFunction.LeftRight:
msf = new LeftRightFuncFactory();
break;
}
var ms = msf.Create(options.Parameters.ToArray());
var fs = new FuzzySet <double>(ms);
var universe = GetDomain(options.Interval.ToArray());
using (var output = File.CreateText(options.OutputFilename))
foreach (var item in fs.GetMembershipValues(universe))
{
output.WriteLine("{0}, {1}", item.x, item.ms);
}
var difuzz = new CentroidDefuzzFactory().Create();
var crispValue = difuzz(fs, universe);
Console.WriteLine("Centroid {0:F4}", crispValue);
difuzz = new BisectorDefuzzFactory().Create();
crispValue = difuzz(fs, universe);
Console.WriteLine("Bisector {0:F4}", crispValue);
difuzz = new SOMDefuzzFactory <double>().Create();
crispValue = difuzz(fs, universe);
Console.WriteLine("SOM {0:F4}", crispValue);
difuzz = new LOMDefuzzFactory <double>().Create();
crispValue = difuzz(fs, universe);
Console.WriteLine("LOM {0:F4}", crispValue);
Console.WriteLine();
}