private void unlaid_protection_fix_max_min_border(int number_of_database = 0)
{
for (int i = 0; i < Count_Vars; i++)
{
List <Term> all_terms_for_var =
rulles_database_set[number_of_database].Terms_Set.FindAll(x => x.Number_of_Input_Var == i);
if (all_terms_for_var.Find(x => x.Term_Func_Type == Type_Term_Func_Enum.Гауссоида) != null)
{
continue;
}
else
{
double min = all_terms_for_var.Min(x => x.Parametrs[0]);
int min_index = rulles_database_set[number_of_database].Terms_Set.FindIndex(x => (x.Parametrs[0] == min) && (x.Number_of_Input_Var == i));
rulles_database_set[number_of_database].Terms_Set[min_index].Parametrs[0] =
Learn_Samples_set.Attribute_Min(i) - 0.001 * Learn_Samples_set.Attribute_Scatter(i);
double max = double.NegativeInfinity;
Term current_term = null;
for (int j = 0; j < all_terms_for_var.Count; j++)
{
double current_max = all_terms_for_var[j].Max;
if (max < current_max)
{
max = current_max;
current_term = all_terms_for_var[j];
}
}
current_term.Max = Learn_Samples_set.Attribute_Max(i) +
0.001 * Learn_Samples_set.Attribute_Scatter(i);
}
}
}
public void unlaid_protection_fix(int number_of_database = 0)
{
for (int i = 0; i < Count_Vars; i++)
{
List <Term> all_terms_for_var =
rulles_database_set[number_of_database].Terms_Set.FindAll(x => x.Number_of_Input_Var == i);
if (all_terms_for_var.Find(x => x.Term_Func_Type == Type_Term_Func_Enum.Гауссоида) != null)
{
continue;
}
else
{
double min = all_terms_for_var.Min(x => x.Parametrs[0]);
int min_index = rulles_database_set[number_of_database].Terms_Set.FindIndex(x => (x.Parametrs[0] == min) && (x.Number_of_Input_Var == i));
rulles_database_set[number_of_database].Terms_Set[min_index].Parametrs[0] =
Learn_Samples_set.Attribute_Min(i) -
0.001 * (Learn_Samples_set.Attribute_Max(i) - Learn_Samples_set.Attribute_Min(i));
double max = double.NegativeInfinity;
Term current_term = null;
for (int j = 0; j < all_terms_for_var.Count; j++)
{
double current_max = double.NegativeInfinity;
switch (all_terms_for_var[j].Term_Func_Type)
{
case Type_Term_Func_Enum.Треугольник:
current_max = all_terms_for_var[j].Parametrs[2];
break;
case Type_Term_Func_Enum.Парабола:
current_max = all_terms_for_var[j].Parametrs[1];
break;
case Type_Term_Func_Enum.Трапеция:
current_max = all_terms_for_var[j].Parametrs[3];
break;
}
if (max < current_max)
{
max = current_max;
current_term = all_terms_for_var[j];
}
}
int max_index = rulles_database_set[number_of_database].Terms_Set.FindIndex(x => x == current_term);
switch (current_term.Term_Func_Type)
{
case Type_Term_Func_Enum.Треугольник: rulles_database_set[number_of_database].Terms_Set[max_index].Parametrs[2] =
Learn_Samples_set.Attribute_Max(i) +
0.001 * (Learn_Samples_set.Attribute_Max(i) - Learn_Samples_set.Attribute_Min(i));
break;
case Type_Term_Func_Enum.Парабола: rulles_database_set[number_of_database].Terms_Set[max_index].Parametrs[1] =
Learn_Samples_set.Attribute_Max(i) +
0.001 * (Learn_Samples_set.Attribute_Max(i) - Learn_Samples_set.Attribute_Min(i));
break;
case Type_Term_Func_Enum.Трапеция: rulles_database_set[number_of_database].Terms_Set[max_index].Parametrs[3] =
Learn_Samples_set.Attribute_Max(i) +
0.001 * (Learn_Samples_set.Attribute_Max(i) - Learn_Samples_set.Attribute_Min(i));
break;
}
}
}
}