public override Fuzzy_system.Class_Pittsburgh.c_Fuzzy_System TuneUpWeigth(Fuzzy_system.Class_Pittsburgh.c_Fuzzy_System Classifier, Abstract_weigth_config_conf conf)
{
int count_iteration = ((Weigth_Config_Random_Search_conf)conf).Количество_итераций;
int count_generation_by_iteration =
((Weigth_Config_Random_Search_conf)conf).Количество_генерируемых_векторов_веса_за_итерацию;
c_Fuzzy_System result = Classifier;
for (int i = 0; i < count_iteration; i++)
{
double [][] weigth = new double[count_generation_by_iteration + 1][];
weigth[0] = Classifier.Rulles_Database_Set[0].Weigth;
double best_result = result.Classify_Learn_Samples();
int best_index = 0;
for (int j = 1; j < count_generation_by_iteration + 1; j++)
{
weigth[j] = new double[weigth[0].Count()];
for (int k = 0; k < weigth[0].Count(); k++)
{
weigth[j][k] = rand.NextDouble();
}
result.Rulles_Database_Set[0].Weigth = weigth[j];
double current_result = result.Classify_Learn_Samples();
if (current_result > best_result)
{
best_result = current_result;
best_index = j;
}
result.Rulles_Database_Set[0].Weigth = weigth[best_index];
}
}
return(result);
}
public abstract c_Fuzzy_System TuneUpWeigth(Fuzzy_system.Class_Pittsburgh.c_Fuzzy_System Classifier, Abstract_weigth_config_conf conf);
