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 MultiGoalOptimaze_conf();
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 MultiGoalOpimize();
Approx_Singletone = optimaze.TuneUpFuzzySystem(Approx_Singletone, conf);
Console.WriteLine("Optimization complite");
// a_FS_UFS.saveToUFS(Class_Pittsburg, file_out);
Console.WriteLine("Saved");
return(1);
}
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 int Run(string[] args)
{
Console.WriteLine("Start");
fill_params(args);
Console.WriteLine("Params get \nfile in {0} \n", file_in);
Class_learn_set = BaseUFSLoader.LoadLearnFromUFS(file_in);
Console.WriteLine("Tra load");
Class_test_set = BaseUFSLoader.LoadTestFromUFS(file_in);
Console.WriteLine("Tst load");
conf = new PSOBacterySearchConf();
conf.Init(Class_learn_set.CountVars);
conf.loadParams(confParams);
Console.WriteLine("Conf Filed");
Class_Pittsburg = new PCFuzzySystem(Class_learn_set, Class_test_set);
Class_Pittsburg = PCFSUFSLoader.loadUFS(Class_Pittsburg, file_in);
Console.WriteLine("Classifier created");
optimaze = new Term_config_PSO_Bactery();
Class_Pittsburg = optimaze.TuneUpFuzzySystem(Class_Pittsburg, conf);
Console.WriteLine("Optimization complite");
PCFSUFSWriter.saveToUFS(Class_Pittsburg, file_out);
Console.WriteLine("Saved");
return(1);
}
public RecombineUFSClassifier(string UFSPAth)
: base(UFSPAth)
{
SampleSet LearnTable = BaseUFSLoader.LoadLearnFromUFS(Source);
SampleSet TestTable = BaseUFSLoader.LoadTestFromUFS(Source);
fuzzy_system = new PCFuzzySystem(LearnTable, TestTable);
fuzzy_system = fuzzy_system.loadUFS(Source);
}
private void BrowseB_Click(object sender, EventArgs e)
{
if (openFSDialog.ShowDialog() == DialogResult.OK)
{
string fileName = openFSDialog.FileName;
if (File.Exists(fileName))
{
tempTable = BaseUFSLoader.LoadLearnFromUFS(fileName);
temptestTable = BaseUFSLoader.LoadTestFromUFS(fileName);
FSystem = BaseUFSLoader.LoadUFS(fileName, out TSystem);
switch (TSystem)
{
case FuzzySystemRelisedList.TypeSystem.PittsburghClassifier:
{
PCFS = FSystem as PCFuzzySystem;
break;
}
case FuzzySystemRelisedList.TypeSystem.Singletone:
{
SAFS = FSystem as SAFuzzySystem;
break;
}
case FuzzySystemRelisedList.TypeSystem.TakagiSugenoApproximate:
{
TSAFS = FSystem as TSAFuzzySystem;
break;
}
}
NamesOfTerms = new String[getCountVars()][];
indexofTerm = new int[getCountVars()][];
makeNamesforAll();
FeatureCB.Items.Clear();
for (int i = 0; i < getCountVars(); i++)
{
FeatureCB.Items.Add(getNameAttribute(i));
}
FeatureCB.SelectedIndex = 0;
MakeRulesB.Enabled = true;
RulesRTB.Text = "";
}
}
}
private void loadSATestFromUFS(string fileName)
{
testSet = BaseUFSLoader.LoadTestFromUFS(fileName);
}
private void LoadAllFS()
{
PathFilesUFS = Directory.GetFiles(rootDitectory, "*.UFS", SearchOption.AllDirectories).ToList();
PCFuzzySystem Classifier = null;
SampleSet tempcTable = null, temptestcTable = null;
SAFuzzySystem Approx = null;
SampleSet tempaTable = null, temptestaTable = null;
for (int i = 0; i < PathFilesUFS.Count(); i++)
{
try
{
if (isApprox)
{
tempaTable = BaseUFSLoader.LoadLearnFromUFS(PathFilesUFS[i]);
temptestaTable = BaseUFSLoader.LoadTestFromUFS(PathFilesUFS[i]);
Approx = new SAFuzzySystem(tempaTable, temptestaTable);
Approx = Approx.loadUFS(PathFilesUFS[i]);
}
else
{
tempcTable = BaseUFSLoader.LoadLearnFromUFS(PathFilesUFS[i]);
temptestcTable = BaseUFSLoader.LoadTestFromUFS(PathFilesUFS[i]);
Classifier = new PCFuzzySystem(tempcTable, temptestcTable);
Classifier = Classifier.loadUFS(PathFilesUFS[i]);
}
}
catch (Exception ex)
{
isApprox = !isApprox;
try
{
if (isApprox)
{
tempaTable = BaseUFSLoader.LoadLearnFromUFS(PathFilesUFS[i]);
temptestaTable = BaseUFSLoader.LoadTestFromUFS(PathFilesUFS[i]);
Approx = new SAFuzzySystem(tempaTable, temptestaTable);
Approx = Approx.loadUFS(PathFilesUFS[i]);
}
else
{
tempcTable = BaseUFSLoader.LoadLearnFromUFS(PathFilesUFS[i]);
temptestcTable = BaseUFSLoader.LoadTestFromUFS(PathFilesUFS[i]);
Classifier = new PCFuzzySystem(tempcTable, temptestcTable);
Classifier = Classifier.loadUFS(PathFilesUFS[i]);
}
}
catch (Exception ex1)
{
Console.Write("{0} \n{1} \n{2}", ex.Data.ToString(), ex.Message, ex.Source);
Console.Write("{0} \n{1} \n{2}", ex1.Data.ToString(), ex1.Message, ex.Source);
continue;
}
}
if (isApprox)
{
addApproxValue(Approx);
}
else
{
addClassifierValue(Classifier);
}
GC.Collect();
}
CleanRepeatesAndNullB_Click(this, null);
}