Kernel density estimation for histogram control

[gkronber]

looks good.

[gkronber]

r12134: added kernel density calculation

[gkronber]

r12135 sigma as parameter of the density estimation routine

[ascheibe]

TODO:

• Rename class to KernelDensityEstimator
• Add rule of thumb for determining sigma
• Make sigma configurable in UI

[ascheibe]

r12139

• renamed NormalDistribution class
• added Silverman's rule of thumb for bandwidth estimation
• made bandwidth configurable in UI

[ascheibe]

r12140 fixed name of NumericUpDown

[gkronber]

See the end of this message for details on invoking 
just-in-time (JIT) debugging instead of this dialog box.

************** Exception Text **************
System.ArgumentOutOfRangeException: Value of '0,0451577805747279' is not valid for 'Value'. 'Value' should be between 'Minimum' and 'Maximum'.
Parameter name: Value
   at System.Windows.Forms.NumericUpDown.set_Value(Decimal value)
   at HeuristicLab.Analysis.Views.HistogramControl.CalculateDensity(Series series, List`1 row, Double bandwidth) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.Analysis.Views\3.3\HistogramControl.cs:line 203
   at HeuristicLab.Analysis.Views.HistogramControl.UpdateHistogram(Double bandwith) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.Analysis.Views\3.3\HistogramControl.cs:line 170
   at HeuristicLab.Analysis.Views.HistogramControl.AddPoints(String name, IEnumerable`1 points, Boolean replace) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.Analysis.Views\3.3\HistogramControl.cs:line 119
   at HeuristicLab.Analysis.Statistics.Views.StatisticalTestsView.GenerateChart(DataTable histogramTable) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.Analysis.Statistics.Views\3.3\StatisticalTestsView.cs:line 234
   at HeuristicLab.Analysis.Statistics.Views.StatisticalTestsView.RebuildDataTable() in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.Analysis.Statistics.Views\3.3\StatisticalTestsView.cs:line 228
   at HeuristicLab.Analysis.Statistics.Views.StatisticalTestsView.groupComboBox_SelectedValueChanged(Object sender, EventArgs e) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.Analysis.Statistics.Views\3.3\StatisticalTestsView.cs:line 271
   at System.Windows.Forms.ComboBox.OnSelectedValueChanged(EventArgs e)
   at System.Windows.Forms.ComboBox.OnSelectedIndexChanged(EventArgs e)
   at System.Windows.Forms.ComboBox.set_SelectedIndex(Int32 value)
   at HeuristicLab.Analysis.Statistics.Views.StatisticalTestsView.OnContentChanged() in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.Analysis.Statistics.Views\3.3\StatisticalTestsView.cs:line 80
   at HeuristicLab.MainForm.WindowsForms.ContentView.set_Content(IContent value) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.MainForm.WindowsForms\3.3\Views\ContentView.cs:line 52
   at HeuristicLab.MainForm.WindowsForms.ViewHost.OnContentChanged() in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.MainForm.WindowsForms\3.3\Controls\ViewHost.cs:line 149
   at HeuristicLab.MainForm.WindowsForms.ContentView.set_Content(IContent value) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.MainForm.WindowsForms\3.3\Views\ContentView.cs:line 52
   at HeuristicLab.MainForm.WindowsForms.MainForm.ShowContent(IContent content, Type viewType) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.MainForm.WindowsForms\3.3\MainForms\MainForm.cs:line 261
   at HeuristicLab.Optimization.Views.RunCollectionView.menuItem_Click(Object sender, EventArgs e) in c:\reps\HeuristicLab\trunk\sources\HeuristicLab.Optimization.Views\3.3\RunCollectionViews\RunCollectionView.cs:line 349
   at System.Windows.Forms.ToolStripMenuItem.OnClick(EventArgs e)
   at System.Windows.Forms.ToolStripItem.HandleClick(EventArgs e)
   at System.Windows.Forms.ToolStripItem.HandleMouseUp(MouseEventArgs e)
   at System.Windows.Forms.ToolStrip.OnMouseUp(MouseEventArgs mea)
   at System.Windows.Forms.ToolStripDropDown.OnMouseUp(MouseEventArgs mea)
   at System.Windows.Forms.Control.WmMouseUp(Message& m, MouseButtons button, Int32 clicks)
   at System.Windows.Forms.Control.WndProc(Message& m)
   at System.Windows.Forms.ToolStrip.WndProc(Message& m)
   at System.Windows.Forms.ToolStripDropDown.WndProc(Message& m)
   at System.Windows.Forms.NativeWindow.Callback(IntPtr hWnd, Int32 msg, IntPtr wparam, IntPtr lparam)

[ascheibe]

r12143 add minimum check for bandwidth

[ascheibe]

r12145 the histogram and density curves now have the same color

[ascheibe]

r12154: merged r12134,r12135,r12139,r12140,r12143,r12145 into stable