/// <summary>
///
/// </summary>
/// <param name="sender"></param>
/// <param name="e"></param>
void _experimentPanel_DataLoaded(object sender, EventArgs e)
{
//Depending on experimental type of output data (numerical or categorical or boolean)
// prepare the panels for parameters and type of the factory.
if (_GPModel == GPModelType.ANNMODEL)
{
//create facotry based on column data type
if (_experimentPanel.IsCategoricalOutput)
{
this._mainANNFactory = new PSOFactory();
}
else
{
this._mainANNFactory = new BPFactory();
}
//
if (_setANNPanel == null)
{
_setANNPanel = new ANNSettingsPanel();
loadGPPanelInMainWindow(this, _setANNPanel, "Settings");
//lock some parameters based on type of output variable
if (_experimentPanel.Experiment.GetOutputColumnType() == Core.Experiment.ColumnDataType.Binary ||
_experimentPanel.Experiment.GetOutputColumnType() == Core.Experiment.ColumnDataType.Categorical
)
{
_setANNPanel.SetLearnigAlgorithm(1);
}
else
{
_setANNPanel.SetLearnigAlgorithm(0);
}
_setANNPanel.LockLearningAlgoritm();
}
if (_runANNPanel == null)
{
_runANNPanel = new ANNRunPanel();
loadGPPanelInMainWindow(this, _runANNPanel, "Modeling");
}
if (_infoPanel == null)
{
_infoPanel = new InfoPanel();
loadGPPanelInMainWindow(this, _infoPanel, "Info");
}
if (_runANNPanel != null)
{
this._mainANNFactory.ReportIteration += new EvolutionHandler(annFactory_ReportIteration);
_runANNPanel.UpdateChartDataPoint(_experimentPanel.GetOutputValues(), false);
_isFileDirty = true;
}
}
else//Preparing GP for modelling nd prediction
{
//create facotry based on column data type
if (_experimentPanel.IsBinarylOutput || _experimentPanel.IsCategoricalOutput)
{
this._mainGPFactory = new GPFactoryClass();
}
else if (_experimentPanel.GetOutputColumnType() == Core.Experiment.ColumnDataType.Numeric)
{
this._mainGPFactory = new GPFactory();
}
else
{
throw new Exception("Unknown output value type!");
}
if (_funPanel == null)
{
_funPanel = new FunctionPanel();
loadGPPanelInMainWindow(this, _funPanel, "Functions");
}
if (_setPanel == null)
{
_setPanel = new SettingsPanel();
loadGPPanelInMainWindow(this, _setPanel, "Settings");
}
//set problem type
_setPanel.SetParamForClassification(_experimentPanel.GetOutputColumnType());
if (_runPanel == null)
{
_runPanel = new RunPanel();
loadGPPanelInMainWindow(this, _runPanel, "Run");
}
if (_resultPanel == null)
{
_resultPanel = new ResultPanel();
loadGPPanelInMainWindow(this, _resultPanel, "Result");
}
if (_infoPanel == null)
{
_infoPanel = new InfoPanel();
loadGPPanelInMainWindow(this, _infoPanel, "Info");
}
//set base run panel on _runPAnel
_baseRunPanel = _runPanel;
if (_runPanel != null)
{
this._mainGPFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
_runPanel.ResetSolution();
_runPanel.UpdateChartDataPoint(_experimentPanel.GetOutputValues(), false);
_isFileDirty = true;
}
if (_funDefinit != null)
{
_funDefinit.btnFinishAnalFun.Click += btnFinishAnalFun_Click;
}
if (_setPanel != null)
{
_setPanel.ResetSolution += _setPanel_ResetSolution;
}
}
}
/// <summary>
///
/// </summary>
/// <param name="model"></param>
void LoadModelWizard(GPModelType model)
{
_GPModel = model;
switch (_GPModel)
{
case GPModelType.SR:
{
_dataPanel = new DataPanel();
loadGPPanelInMainWindow(this, _dataPanel, "Load Data");
_dataPanel.SetProblemType(_GPModel);
_funPanel = new FunctionPanel();
loadGPPanelInMainWindow(this, _funPanel, "Functions");
_setPanel = new SettingsPanel();
loadGPPanelInMainWindow(this, _setPanel, "Settings");
_runPanel = new RunPanel();
loadGPPanelInMainWindow(this, _runPanel, "Run");
_resultPanel = new ResultPanel();
loadGPPanelInMainWindow(this, _resultPanel, "Result");
_infoPanel = new InfoPanel();
loadGPPanelInMainWindow(this, _infoPanel, "Info");
this._mainGPFactory = new GPFactory();
this._mainGPFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
//set base run panel on _runPAnel
_baseRunPanel = _runPanel;
}
break;
case GPModelType.SRO:
{
_dataPanel = new DataPanel();
loadGPPanelInMainWindow(this, _dataPanel, "Load Data");
_dataPanel.SetProblemType(_GPModel);
_funPanel = new FunctionPanel();
loadGPPanelInMainWindow(this, _funPanel, "Functions");
_setPanel = new SettingsPanel();
loadGPPanelInMainWindow(this, _setPanel, "Settings");
_runPanel = new RunPanel();
loadGPPanelInMainWindow(this, _runPanel, "Run");
_optimizePanel = new OptimizePanel();
loadGPPanelInMainWindow(this, _optimizePanel, "Optimize Model");
_resultPanel = new ResultPanel();
loadGPPanelInMainWindow(this, _resultPanel, "Result");
_infoPanel = new InfoPanel();
loadGPPanelInMainWindow(this, _infoPanel, "Info");
this._mainGPFactory = new GPFactory();
this._mainGPFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
this._secondFactory = new GPFactory();
this._secondFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
//set base run panel on _runPAnel
_baseRunPanel = _runPanel;
}
break;
case GPModelType.TS:
{
_dataPanel = new DataPanel();
loadGPPanelInMainWindow(this, _dataPanel, "Load Data");
_dataPanel.SetProblemType(_GPModel);
_funPanel = new FunctionPanel();
loadGPPanelInMainWindow(this, _funPanel, "Functions");
_setPanel = new SettingsPanel();
loadGPPanelInMainWindow(this, _setPanel, "Settings");
_setPanel.SetNumOfConstance(0);
_runPanel = new RunPanel();
loadGPPanelInMainWindow(this, _runPanel, "Run");
_resultPanel = new ResultPanel();
loadGPPanelInMainWindow(this, _resultPanel, "Result");
_infoPanel = new InfoPanel();
loadGPPanelInMainWindow(this, _infoPanel, "Info");
this._mainGPFactory = new GPFactory();
this._mainGPFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
//set base run panel on _runPAnel
_baseRunPanel = _runPanel;
}
break;
case GPModelType.AO:
{
_funDefinit = new AnaliticFunctionDef();
loadGPPanelInMainWindow(this, _funDefinit, "Analytic function");
_funPanel = new FunctionPanel();
loadGPPanelInMainWindow(this, _funPanel, "Functions");
_setPanel = new SettingsPanel();
loadGPPanelInMainWindow(this, _setPanel, "Settings");
_setPanel.ShowGAParams();
_optimizePanel = new OptimizePanel();
loadGPPanelInMainWindow(this, _optimizePanel, "Optimize Model");
//initi pages after creation
//
_funDefinit.LoadFuns(_funPanel.GPFunctions);
tabControl1.TabPages.RemoveAt(1);
this._secondFactory = new GPFactory();
this._secondFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
//set base run panel on _optimizePanel
_baseRunPanel = _optimizePanel;
}
break;
case GPModelType.TSP:
{
_dataPanel = new DataPanel();
loadGPPanelInMainWindow(this, _dataPanel, "Load Data");
_dataPanel.SetProblemType(_GPModel);
_setPanel = new SettingsPanel();
loadGPPanelInMainWindow(this, _setPanel, "Settings");
_setPanel.ShowGAParams();
var p = _setPanel.GetParameters();
p.popSize = 2500;
p.eselectionMethod = GPSelectionMethod.SkrgicSelection;
p.SelParam1 = 2.5f;
_setPanel.SetParameters(p);
_tspPanel = new TSPRunPanel();
loadGPPanelInMainWindow(this, _tspPanel, "Simulation");
this._mainGPFactory = new GPFactory();
this._mainGPFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
_infoPanel = new InfoPanel();
loadGPPanelInMainWindow(this, _infoPanel, "Info");
//set base run panel on _TSPPanel
_baseRunPanel = _tspPanel;
}
break;
case GPModelType.AP:
{
_dataPanel = new DataPanel();
loadGPPanelInMainWindow(this, _dataPanel, "Load Data");
_dataPanel.SetProblemType(_GPModel);
_setPanel = new SettingsPanel();
loadGPPanelInMainWindow(this, _setPanel, "Settings");
_setPanel.ShowGAParams();
var p = _setPanel.GetParameters();
p.popSize = 2500;
p.eselectionMethod = GPSelectionMethod.SkrgicSelection;
p.SelParam1 = 2.5f;
_setPanel.SetParameters(p);
_alocPanel = new ALOCRunPanel();
loadGPPanelInMainWindow(this, _alocPanel, "Simulation");
this._mainGPFactory = new GPFactory();
this._mainGPFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
_infoPanel = new InfoPanel();
loadGPPanelInMainWindow(this, _infoPanel, "Info");
//set base run panel on _TSPPanel
_baseRunPanel = _alocPanel;
}
break;
case GPModelType.TP:
{
_dataPanel = new DataPanel();
loadGPPanelInMainWindow(this, _dataPanel, "Load Data");
_dataPanel.SetProblemType(_GPModel);
_setPanel = new SettingsPanel();
loadGPPanelInMainWindow(this, _setPanel, "Settings");
_setPanel.ShowGAParams();
var p = _setPanel.GetParameters();
p.popSize = 2500;
p.eselectionMethod = GPSelectionMethod.SkrgicSelection;
p.SelParam1 = 2.5f;
_setPanel.SetParameters(p);
_alocPanel = new ALOCRunPanel();
loadGPPanelInMainWindow(this, _alocPanel, "Simulation");
this._mainGPFactory = new GPFactory();
this._mainGPFactory.ReportEvolution += new EvolutionHandler(gpFactory_ReportEvolution);
_infoPanel = new InfoPanel();
loadGPPanelInMainWindow(this, _infoPanel, "Info");
//set base run panel on _TSPPanel
_baseRunPanel = _alocPanel;
}
break;
case GPModelType.ANNMODEL:
case GPModelType.GPMODEL:
{
_experimentPanel = new ExperimentPanel();
loadGPPanelInMainWindow(this, _experimentPanel, "Load Experiment");
_experimentPanel.SetProblemType(_GPModel);
//factory creating moved on place when the experimental data is created and prepared
//this._mainANNFactory = new ANNFactory();
//this._mainANNFactory.ReportIteration += new EvolutionHandler(annFactory_ReportIteration);
}
break;
default:
break;
}
//Events from datapanel about loading dat
if (_dataPanel != null)
{
_dataPanel.DataLoaded += _dataPanel_DataLoaded;
}
if (_dataPanel != null)
{
_dataPanel.DataPredictionLoaded += _dataPanel_DataPredictionLoaded;
}
//Events from experiment panel about loading dat
if (_experimentPanel != null)
{
_experimentPanel.DataLoaded += _experimentPanel_DataLoaded;
}
if (_experimentPanel != null)
{
_experimentPanel.DataPredictionLoaded += _experimentalPanel_DataPredictionLoaded;
}
if (_funDefinit != null)
{
_funDefinit.btnFinishAnalFun.Click += btnFinishAnalFun_Click;
}
if (_setPanel != null)
{
_setPanel.ResetSolution += _setPanel_ResetSolution;
}
}
