public override int Run(string[] args)
{
Console.WriteLine("Start");
fill_params(args);
Console.WriteLine("Params get \nfile in {0} \n", 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 PSOBacterySearchConf();
conf.Init(Approx_learn_set.CountVars);
conf.loadParams(confParams);
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 PSOMethods.Approx.Term_config_PSO_Bactery();
Approx_Singletone = optimaze.TuneUpFuzzySystem(Approx_Singletone, conf);
Console.WriteLine("Optimization complite");
SAFSUFSWriter.saveToUFS(Approx_Singletone, file_out);
Console.WriteLine("Saved");
return(1);
}
public override void Work()
{
GIBNormal = fuzzy_system.getGIBNormal();
GIBSumStraigth = fuzzy_system.getGIBSumStrait();
GIBSumReverce = fuzzy_system.getGIBSumReverse();
GICNormal = fuzzy_system.getGICNormal();
GICSumReverce = fuzzy_system.getGICSumReverce();
GICSumStraigh = fuzzy_system.getGICSumStraigth();
GISNormal = fuzzy_system.getGISNormal();
GISSumReverce = fuzzy_system.getGISSumReverce();
GISSumStraigth = fuzzy_system.getGISSumStraigt();
LindisNormal = fuzzy_system.getLindisNormal();
LindisSumStraigh = fuzzy_system.getLindisSumStraight();
LindisSumReverce = fuzzy_system.getLindisSumReverse();
NormalIndex = fuzzy_system.getNormalIndex();
SumReverseIndex = fuzzy_system.getIndexSumReverse();
SumsStraigthIndex = fuzzy_system.getIndexSumStraigt();
SAFSUFSWriter.saveToUFS(fuzzy_system, Source);
}
protected virtual void save_FS(SAFuzzySystem FS, string Name_alg)
{
if (!Directory.Exists(path))
{
Directory.CreateDirectory(path);
}
string file_name = DateTime.Now.ToLongDateString() + " " + DateTime.Now.TimeOfDay.ToString("hh','mm','ss") + " (" + Thread.CurrentThread.ManagedThreadId.ToString() + ")" + "[" + FS.ValueComplexity().ToString() + "]{" + Name_alg + "}.ufs";
SAFSUFSWriter.saveToUFS(FS, path + file_name);
// SAFSUFSWriter.Knowledge_base_Jsonto(FS.RulesDatabaseSet[0],fileName+".json");
}
private void saveFS(SAFuzzySystem Classifier, string path, string dataSet, int seed, int numstep, int globalCounter, bool isPath)
{
string RootPath = path + "\\" + dataSet + "\\";
if (!Directory.Exists(RootPath))
{
Directory.CreateDirectory(RootPath);
}
string name = globalCounter.ToString() + "_s" + seed.ToString();
if (isPath)
{
name += "_p" + numstep.ToString();
}
name += ".ufs";
SAFSUFSWriter.saveToUFS(Classifier, RootPath + name);
}
public override int Run(string[] args)
{
Console.WriteLine("Start");
fill_params(args);
Console.WriteLine("Params get \nfile tra {0} \nfile name tst {1} ", file_learn, file_test);
Approx_learn_set = new SampleSet(file_learn);
Console.WriteLine("Tra create");
Approx_test_set = new SampleSet(file_test);
Console.WriteLine("Tst create");
conf = new InitEveryoneWithEveryone();
conf.Init(Approx_learn_set.CountVars);
fill_conf();
Console.WriteLine("Conf Filed");
Approx_Singletone = new SAFuzzySystem(Approx_learn_set, Approx_test_set);
Console.WriteLine("Classifier created");
generator = new GeneratorRulesEveryoneWithEveryone();
Approx_Singletone = generator.Generate(Approx_Singletone, conf) as SAFuzzySystem;
Console.WriteLine("Gereration complite");
SAFSUFSWriter.saveToUFS(Approx_Singletone, file_out);
Console.WriteLine("Saved");
return(1);
}
protected void savetoUFS(List <KnowlegeBaseSARules> Source, int startpos, int endPos, int TryNum)
{
KnowlegeBaseSARules temp = result.RulesDatabaseSet[0];
if (!Directory.Exists(PathAlgSource))
{
Directory.CreateDirectory(PathAlgSource);
}
string[] files = Directory.GetFiles(PathAlgSource, "*.ufs");
foreach (string file in files)
{
File.Delete(file);
}
for (int i = startpos; i <= endPos; i++)
{
result.RulesDatabaseSet[0] = Source[i];
SAFSUFSWriter.saveToUFS(result, PathAlgSource + TryNum.ToString() + "_" + i.ToString() + ".ufs");
}
result.RulesDatabaseSet[0] = temp;
}
protected void savetoUFS(List <KnowlegeBaseSARules> Source, int startpos, int endPos, int TryNum)
{
KnowlegeBaseSARules temp = result.RulesDatabaseSet[0];
string PathAlg = (new FileInfo(Application.ExecutablePath)).DirectoryName + "\\FS\\toBactery\\";
if (!Directory.Exists(PathAlg))
{
Directory.CreateDirectory(PathAlg);
}
string[] files = Directory.GetFiles(PathAlg, "*.ufs");
foreach (string file in files)
{
File.Delete(file);
}
for (int i = startpos; i <= endPos; i++)
{
result.RulesDatabaseSet[0] = Source[i];
SAFSUFSWriter.saveToUFS(result, PathAlg + TryNum.ToString() + "_" + i.ToString() + ".ufs");
}
result.RulesDatabaseSet[0] = temp;
}
private void writeSAtoUFS(IFuzzySystem FS, string fileName)
{
SAFSUFSWriter.saveToUFS(FS as SAFuzzySystem, fileName);
}