public void reinit()
{
for (int i = 0; i < RulesDatabaseSet.Count; i++)
{
KnowlegeBaseTSARulesWithError temp = new KnowlegeBaseTSARulesWithError(RulesDatabaseSet[i]);
RulesDatabaseSet[i] = temp;
}
}
internal static List <KnowlegeBaseTSARules> WeedsRegenerateIteration(TSAFuzzySystem fuzzy, KnowlegeBaseTSARules b, double delta, Random rand, int count)
{
var rez = new List <KnowlegeBaseTSARules>();
for (int k = 0; k < count; k++)
{
var bforedit = new KnowlegeBaseTSARules(b);
bforedit.error = fuzzy.ErrorLearnSamples(bforedit);
rez.Add(bforedit);
}
return(rez);
}
internal static List <KnowlegeBaseTSARules> WeedsRegenerateIteration(TSAFuzzySystem fuzzy, KnowlegeBaseTSARules b, double delta, Random rand, int count)
{
var rez = new List <KnowlegeBaseTSARules>();
for (int k = 0; k < count; k++)
{
var bforedit = new KnowlegeBaseTSARulesWithError(b);
foreach (var rule in bforedit.RulesDatabase)
{
for (int i = 0; i < rule.ListTermsInRule.Count; i++)
{
var term = rule.ListTermsInRule[i];
for (int index = 0; index < term.Parametrs.Length; index++)
{
term.Parametrs[index] += fuzzy.LearnSamplesSet.InputAttributes[i].Scatter * delta * Math.Sqrt(-2 * Math.Log(rand.NextDouble()))
* Math.Cos(2 * Math.PI * rand.NextDouble());
}
}
}
bforedit.error = fuzzy.ErrorLearnSamples(bforedit);
rez.Add(bforedit);
}
return(rez);
}