public void constuct__and_add_the_Rule(List <Term> terms, SAFuzzySystem FS)
{
SARule Result;
int[] order_of_terms = new int[terms.Count()];
for (int i = 0; i < terms.Count(); i++)
{
order_of_terms[i] = TermsSet.Count;
TermsSet.Add(terms[i]);
}
double kons_Value = KNNConsequent.NearestApprox(FS, TermsSet);
Result = new SARule(TermsSet, order_of_terms, kons_Value);
RulesDatabase.Add(Result);
}
public KnowlegeBaseSARules(KnowlegeBaseSARules source, List <bool> used_rules = null)
{
for (int i = 0; i < source.TermsSet.Count; i++)
{
Term temp_term = new Term(source.TermsSet[i]);
TermsSet.Add(temp_term);
}
for (int j = 0; j < source.RulesDatabase.Count; j++)
{
if ((used_rules == null) || (used_rules[j]))
{
int[] order = new int[source.RulesDatabase[j].ListTermsInRule.Count];
for (int k = 0; k < source.RulesDatabase[j].ListTermsInRule.Count; k++)
{
Term temp_term = source.RulesDatabase[j].ListTermsInRule[k];
order[k] = source.TermsSet.FindIndex(x => x == temp_term);
}
double temp_DoubleOutputs = source.RulesDatabase[j].IndependentConstantConsequent;
SARule temp_rule = new SARule(TermsSet, order, temp_DoubleOutputs);
RulesDatabase.Add(temp_rule);
}
}
}