public override a_Fuzzy_System Generate(Fuzzy_system.Approx_Singletone.a_Fuzzy_System Approximate, Abstract_generator_conf config)
{
a_Fuzzy_System result = Approximate;
if (result.Count_Rulles_Databases == 0)
{
result.Init_Rules_everyone_with_everyone(config);
}
count_shrink = ((Term_shrink_and_rotate_conf)config).Число_параметров_для_уменьшения_термов;
size_shrink = ((Term_shrink_and_rotate_conf)config).Значение_уменьшения_термов;
type_func = ((Term_shrink_and_rotate_conf)config).Функция_принадлежности;
count_slices = ((Term_shrink_and_rotate_conf)config).Количество_термов_для_каждого_признака;
List <int> Varians_of_run_system = new List <int>();
for (int i = 0; i < Approximate.Count_Vars; i++)
{
int count_terms_for_var = Approximate.Rulles_Database_Set[0].Terms_Set.FindAll(x => x.Number_of_Input_Var == i).Count;
if (i < count_shrink)
{
Varians_of_run_system.Add(count_terms_for_var - size_shrink);
}
else
{
Varians_of_run_system.Add(count_terms_for_var);
}
}
Varians_of_run_system.Sort();
Type_Term_Func_Enum type_of_term = Approximate.Rulles_Database_Set[0].Terms_Set[0].Term_Func_Type;
Generate_all_variant_in_pool(Varians_of_run_system);
for (int i = 0; i < Pull_of_systems.Count; i++)
{
Approximate.Rulles_Database_Set.Clear();
Approximate.Init_Rules_everyone_with_everyone(type_of_term, Pull_of_systems[i].ToArray());
Systems_ready_to_test.Add(Approximate.Rulles_Database_Set[0]);
errors_of_systems.Add(result.approx_Learn_Samples(0));
}
int best_index = errors_of_systems.IndexOf(errors_of_systems.Min());
result.Rulles_Database_Set.Clear();
result.Rulles_Database_Set.Add(Systems_ready_to_test[best_index]);
Console.WriteLine(Pull_of_systems.Count());
GC.Collect();
// result.unlaid_protection_fix();
return(result);
}
public override a_Fuzzy_System TuneUpFuzzySystem(Fuzzy_system.Approx_Singletone.a_Fuzzy_System Approximate, Abstract_learn_algorithm_conf config)
{
a_Fuzzy_System result = Approximate;
if (result.Count_Rulles_Databases == 0)
{
throw new System.FormatException("Что то не то с входными данными");
}
Optimize_Term_shrink_and_rotate_conf Config = config as Optimize_Term_shrink_and_rotate_conf;
count_shrink = Config.Число_параметров_для_уменьшения_термов;
size_shrink = Config.Значение_уменьшения_термов;
List <int> Varians_of_run_system = new List <int>();
for (int i = 0; i < Approximate.Count_Vars; i++)
{
int count_terms_for_var = Approximate.Rulles_Database_Set[0].Terms_Set.FindAll(x => x.Number_of_Input_Var == i).Count;
if (i < count_shrink)
{
Varians_of_run_system.Add(count_terms_for_var - size_shrink);
}
else
{
Varians_of_run_system.Add(count_terms_for_var);
}
}
Varians_of_run_system.Sort();
Type_Term_Func_Enum type_of_term = Approximate.Rulles_Database_Set[0].Terms_Set[0].Term_Func_Type;
Generate_all_variant_in_pool(Varians_of_run_system);
for (int i = 0; i < Pull_of_systems.Count; i++)
{
Approximate.Rulles_Database_Set.Clear();
Approximate.Init_Rules_everyone_with_everyone(type_of_term, Pull_of_systems[i].ToArray());
Systems_ready_to_test.Add(Approximate.Rulles_Database_Set[0]);
errors_of_systems.Add(result.approx_Learn_Samples(0));
}
int best_index = errors_of_systems.IndexOf(errors_of_systems.Min());
result.Rulles_Database_Set.Clear();
result.Rulles_Database_Set.Add(Systems_ready_to_test[best_index]);
Console.WriteLine(Pull_of_systems.Count());
// result.unlaid_protection_fix();
return(result);
}