public Individ(Individ the_individ)
{
hrom_vector = new Hromosom(the_individ.hrom_vector);
step_rotate = new List <double>(the_individ.step_rotate);
step_sko = new List <double>(the_individ.step_sko);
count_step_rotate = the_individ.count_step_rotate;
count_step_sko = the_individ.count_step_sko;
Data = the_individ.Data;
}
public Hromosom crossover_multipoint(Hromosom another_Hrom, Random Rand, int current_pos, List <int> trigger_cross, bool flag_reverse)
{
Hromosom child_hrom = new Hromosom(this);
for (int i = 0; i < Fenotip_terms.Count; i++)
{
if ((trigger_cross.Count > 0) && (current_pos == trigger_cross[0]))
{
flag_reverse = !flag_reverse;
trigger_cross.RemoveAt(0);
}
if (flag_reverse)
{
child_hrom.Fenotip_terms[i] = another_Hrom.Fenotip_terms[i];
}
current_pos++;
}
for (int i = 0; i < Fenotip_kons.Count; i++)
{
if ((trigger_cross.Count > 0) && (current_pos == trigger_cross[0]))
{
flag_reverse = !flag_reverse;
trigger_cross.RemoveAt(0);
}
if (flag_reverse)
{
child_hrom.Fenotip_kons[i] = another_Hrom.Fenotip_kons[i];
}
current_pos++;
}
return(child_hrom);
}
public Individ(KnowlegeBaseTSARules Source, SampleSet data, int count_vars, bool the_first, Random rand, FuzzySystem.FuzzyAbstract.learn_algorithm.conf.ESConfig.Type_init par_type_init)
{
hrom_vector = new Hromosom(new KnowlegeBaseTSARules(Source));
step_sko = new List <double>(count_vars);
step_rotate = new List <double>(count_vars);
count_step_sko = count_vars;
count_step_rotate = count_vars;
Data = data;
for (int i = 0; i < count_vars; i++)
{
step_sko.Add(0 + rand.NextDouble() * (data.InputAttributes[i].Scatter * 0.05));
step_rotate.Add(-1 * Math.PI + rand.NextDouble() * 2 * Math.PI);
}
if (!the_first)
{
switch (par_type_init)
{
case FuzzySystem.FuzzyAbstract.learn_algorithm.conf.ESConfig.Type_init.Случайная: hrom_vector.init_random(rand, data); break;
case FuzzySystem.FuzzyAbstract.learn_algorithm.conf.ESConfig.Type_init.Ограниченная: hrom_vector.init_constrain(rand, data); break;
}
}
}
public Hromosom crossover_uniform(Hromosom another_Hrom, Random Rand, double level_cross)
{
Hromosom child_hrom = new Hromosom(this);
for (int i = 0; i < Fenotip_terms.Count; i++)
{
if (Rand.NextDouble() < level_cross)
{
child_hrom.Fenotip_terms[i] = another_Hrom.Fenotip_terms[i];
}
}
for (int i = 0; i < Fenotip_kons.Count; i++)
{
if (Rand.NextDouble() < level_cross)
{
child_hrom.Fenotip_kons[i] = another_Hrom.Fenotip_kons[i];
}
}
return(child_hrom);
}
public Hromosom(Hromosom the_Source)
{
core_check = new KnowlegeBaseTSARules(the_Source.core_check);
Fenotip_kons = core_check.all_conq_of_rules.ToList();
Fenotip_terms = core_check.TermsSet.ToList();
}