protected static void writeAboutVariblesAndTerms(XmlWriter writer, TSAFuzzySystem Approximate)
{
writer.WriteStartElement("Variables");
writer.WriteAttributeString("Count", XmlConvert.ToString(Approximate.CountFeatures));
for (int i = 0; i < Approximate.CountFeatures; i++)
{
if (Approximate.AcceptedFeatures[i] == false)
{
continue;
}
writer.WriteStartElement("Variable");
writer.WriteAttributeString("Name", Approximate.LearnSamplesSet.InputAttributes[i].Name);
writer.WriteAttributeString("Min",
XmlConvert.ToString(Approximate.LearnSamplesSet.InputAttributes[i].Min));
writer.WriteAttributeString("Max",
XmlConvert.ToString(Approximate.LearnSamplesSet.InputAttributes[i].Max));
List <Term> terms_for_varrible =
Approximate.RulesDatabaseSet[0].TermsSet.Where(x => x.NumVar == i).ToList();
writer.WriteStartElement("Terms");
writer.WriteAttributeString("Count", XmlConvert.ToString(terms_for_varrible.Count));
foreach (var term in terms_for_varrible)
{
BaseUFSWriter.writeAboutTerm(writer, Approximate.RulesDatabaseSet[0].TermsSet.IndexOf(term), term);
}
writer.WriteEndElement();
writer.WriteEndElement();
}
writer.WriteEndElement();
}
public static bool saveToUFS(TSAFuzzySystem Approximate, string fileName)
{
XmlWriterSettings settings = new XmlWriterSettings();
settings.Encoding = Encoding.UTF8;
settings.Indent = true;
settings.IndentChars = "\t";
settings.NewLineChars = Environment.NewLine;
settings.NewLineHandling = NewLineHandling.None;
settings.OmitXmlDeclaration = false;
XmlWriter writer = XmlTextWriter.Create(fileName, settings);
writer.WriteStartElement("FuzzySystem");
writer.WriteAttributeString("Type", "ApproximatorTakagiSugeno");
writeAboutVariblesAndTerms(writer, Approximate);
writeAboutRules(writer, Approximate);
BaseUFSWriter.writeAboutObservation(writer, Approximate);
writeAboutEstimates(writer, Approximate);
writer.WriteEndElement();
writer.Close();
return(false);
}
