public static TSAFuzzySystem loadUFS(this TSAFuzzySystem Approx, string fileName)
{
XmlDocument Source = new XmlDocument();
Source.Load(fileName);
return(Approx.loadUFS(Source));
}
public static IFuzzySystem LoadUFS(string FileName, out FuzzySystemRelisedList.TypeSystem TypeFS)
{
IFuzzySystem result = null;
TypeFS = FuzzySystemRelisedList.TypeSystem.PittsburghClassifier;
XmlDocument Source = new XmlDocument();
Source.Load(FileName);
XmlNode temp = Source.SelectSingleNode("FuzzySystem");
string typestring = temp.Attributes.GetNamedItem("Type").Value.ToLowerInvariant();
switch (typestring)
{
case "approximatortakagisugeno":
{
TSAFuzzySystem TSAFS = new TSAFuzzySystem(LoadLearnFromUFS(Source), LoadTestFromUFS(Source));
TSAFS.loadUFS(Source);
result = TSAFS;
TypeFS = FuzzySystemRelisedList.TypeSystem.TakagiSugenoApproximate;
break;
}
case "approximatorsingleton":
{
SAFuzzySystem SAFS = new SAFuzzySystem(LoadLearnFromUFS(Source), LoadTestFromUFS(Source));
SAFS.loadUFS(Source);
result = SAFS;
TypeFS = FuzzySystemRelisedList.TypeSystem.Singletone;
break;
}
case "classifierpittsburgh":
{
PCFuzzySystem PCFS = new PCFuzzySystem(LoadLearnFromUFS(Source), LoadTestFromUFS(Source));
PCFS.loadUFS(Source);
result = PCFS;
TypeFS = FuzzySystemRelisedList.TypeSystem.PittsburghClassifier;
break;
}
}
return(result);
}
