/// <summary>
/// Default constructor - Get the default profile settings prepared, along with
/// creating any objects we need to.
/// </summary>
public GPProjectProfile()
{
m_ModelingProfile = new GPModelingProfile();
ModelType = new GPModelType();
Dirty = false;
//
// Setup the Function Set
m_FunctionSet = new List <string>();
//
// Provide some default function selections
m_FunctionSet.Add("Add");
m_FunctionSet.Add("Subtract");
m_FunctionSet.Add("Multiply");
m_FunctionSet.Add("Divide");
m_FunctionSet.Add("Average");
m_FunctionSet.Add("Min");
m_FunctionSet.Add("Max");
m_FunctionSet.Add("Sqrt");
m_FunctionSet.Add("Exp");
m_FunctionSet.Add("Pow");
m_ADFSet = new List <byte>();
m_ADLSet = new List <byte>();
m_ADRSet = new List <byte>();
//
// Set a default fitness functin ID = Raw Fitness
// TODO: Yes, this is dangerous, the value "should" be read
// from the database, along with some additional UI protection.
FitnessFunctionID = 1;
}
/// <summary>
/// Load data for training GO
/// </summary>
/// <param name="data"></param>
/// <returns></returns>
public bool LoadTrainingData(double[][] data, GPModelType type)
{
if (data != null)
{
_trainig = data;
if (type == GPModelType.TSP)
{
FillGridWithTSPData(data);
}
else if (type == GPModelType.AP)
{
FillGridWithAPData(data);
}
else if (type == GPModelType.TP)
{
FillGridWithTPData(data);
}
else
{
FillGridWithData(data);
}
//send event about dataLoading
if (DataLoaded != null)
{
DataLoaded(this, new EventArgs());
}
return(true);
}
else
{
MessageBox.Show("The data were not loaded!");
return(false);
}
}
/// <summary>
/// Hiding or showing controls for diferent type of programs
/// </summary>
/// <param name="p"></param>
public void SetProblemType(GPModelType type)
{
_problemType = type;
if (_problemType == GPModelType.TS)
{
groupBox5.Visible = true;
//btnLoadTesting.Text="Load Series";
//btnLoadTesting.Visible = true;
//btnLoadTraining.Visible = false;
}
else if (_problemType == GPModelType.SR || _problemType == GPModelType.SRO)
{
var sz = this.listView1.Size;
//this.listView1.Size = new System.Drawing.Size(sz.Width, sz.Height + groupBox5.Height-2*btnLoadTesting.Height);
}
else if (_problemType == GPModelType.TSP)
{
groupBox5.Visible = false;
//btnLoadTesting.Text = "Load Cities Map";
//btnLoadTesting.Visible = true;
//btnLoadTraining.Visible = false;
var sz = this.listView1.Size;
// this.listView1.Size = new System.Drawing.Size(sz.Width, sz.Height + groupBox5.Height-btnLoadTesting.Height);
}
else if (_problemType == GPModelType.AP || _problemType == GPModelType.TP)
{
groupBox5.Visible = false;
//btnLoadTesting.Text = "Load Data";
//btnLoadTesting.Visible = true;
//btnLoadTraining.Visible = false;
var sz = this.listView1.Size;
//this.listView1.Size = new System.Drawing.Size(sz.Width, sz.Height + groupBox5.Height - btnLoadTesting.Height);
}
}
/// <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;
}
}
