public override ILearnAlgorithmConf getConf(int CountFeatures)
{
ILearnAlgorithmConf result = new UnionTermsConf();
result.Init(CountFeatures);
return(result);
}
public override PCFuzzySystem TuneUpFuzzySystem(PCFuzzySystem Classifier, ILearnAlgorithmConf conf)
{
PCFuzzySystem result = Classifier;
double minValue = 1;
int minFeature = 0;
int minATerm = 0;
int minBTerm = 0;
int indexDatabase = 0;
UnionTermsConf Config = conf as UnionTermsConf;
allowbyBorder = Config.UTCPercentCrossBorder / 100;
allowbySqare = Config.UTCPercentCrossSquare / 100;
for (int i = 0; i < result.CountFeatures; i++)
{
List <Term> soureceByFeature = result.RulesDatabaseSet[indexDatabase].TermsSet.Where(x => x.NumVar == i).ToList();
for (int j = 0; j < soureceByFeature.Count(); j++)
{
for (int k = j + 1; k < soureceByFeature.Count(); k++)
{
double temp = TermOnterpreting.getG3(soureceByFeature[j], soureceByFeature[k], soureceByFeature.Count(), result.LearnSamplesSet.InputAttributes[i].Scatter, allowbySqare, allowbyBorder);
if (temp < minValue)
{
minValue = temp;
minATerm = j;
minBTerm = k;
minFeature = i;
}
}
}
}
result = UniTerm(result, minFeature, minATerm, minBTerm, indexDatabase);
result.RulesDatabaseSet[0].TermsSet.Trim();
return(result);
}
