public override ILearnAlgorithmConf getConf(int CountFeatures)
{
ILearnAlgorithmConf result = new ESConfig();
result.Init(CountFeatures);
return(result);
}
public override int Run(string[] args)
{
Console.WriteLine("Start");
fill_params(args);
Console.WriteLine("Params get \nfile in {0} ", file_in);
Approx_learn_set = BaseUFSLoader.LoadLearnFromUFS(file_in);
Console.WriteLine("Tra load");
Approx_test_set = BaseUFSLoader.LoadTestFromUFS(file_in);
Console.WriteLine("Tst load");
conf = new ESConfig();
conf.Init(Approx_learn_set.CountVars);
fill_conf();
Console.WriteLine("Conf Filed");
Approx_Singletone = new SAFuzzySystem(Approx_learn_set, Approx_test_set);
Approx_Singletone = SAFSUFSLoader.loadUFS(Approx_Singletone, file_in);
Console.WriteLine("Classifier created");
optimaze = new ESMethod();
Approx_Singletone = optimaze.TuneUpFuzzySystem(Approx_Singletone, conf);
Console.WriteLine("Optimization complite");
SAFSUFSWriter.saveToUFS(Approx_Singletone, file_out);
Console.WriteLine("Saved");
return(1);
}
private List <ILearnAlgorithmConf> initAlgoritmsConfigs(int CountFeature)
{
List <ILearnAlgorithmConf> result = new List <ILearnAlgorithmConf>();
if (isTermShrink)
{
result.Add(new OptimizeTermShrinkAndRotateConf());
}
if (isRuleShrink)
{
result.Add(new OptimizeRullesShrinkConf());
}
if (isUnionTerm)
{
result.Add(new UnionTermsConf());
}
if (isLindBreakCross)
{
result.Add(null);
}
if (isPSO)
{
for (int i = 0; i < countPSO; i++)
{
result.Add(new PSOSearchConf());
}
}
if (isANT)
{
for (int i = 0; i < countANT; i++)
{
result.Add(new MACOSearchConf());
}
}
if (isBEE)
{
for (int i = 0; i < countBEE; i++)
{
result.Add(new BeeStructureConf());
}
}
if (isES)
{
for (int i = 0; i < countES; i++)
{
ESConfig method = new ESConfig();
method.Init(CountFeature);
result.Add(method);
}
}
if (isGA)
{
for (int i = 0; i < countGA; i++)
{
GeneticConf method = new GeneticConf();
method.Init(CountFeature);
result.Add(method);
}
}
/* if (isBFO)
* {
* for (int i = 0; i < countBFO; i++)
* {
* BacterialForagingOptimization.Base.BacteryAlgorithmConfig method = new BacterialForagingOptimization.Base.BacteryAlgorithmConfig();
* method.Init(CountFeature);
* result.Add(method);
* }
* }
*/
return(result);
}