private void InitGraph(string title, string xAxisTitle, string y1AxisTitle, string y2AxisTitle, SummaryDataSource[] dataSourceArray)
{
_graphPane = zed.GraphPane;
_graphPane.Title.Text = title;
_graphPane.XAxis.Title.Text = xAxisTitle;
_graphPane.XAxis.MajorGrid.IsVisible = true;
_graphPane.YAxis.Title.Text = y1AxisTitle;
_graphPane.YAxis.MajorGrid.IsVisible = true;
_graphPane.Y2Axis.Title.Text = y2AxisTitle;
_graphPane.Y2Axis.MajorGrid.IsVisible = false;
// Create point-pair lists and bind them to the graph control.
int sourceCount = dataSourceArray.Length;
_pointPlotArray = new PointPairList[sourceCount];
for (int i = 0; i < sourceCount; i++)
{
SummaryDataSource ds = dataSourceArray[i];
_pointPlotArray[i] = new PointPairList();
Color color = _plotColorArr[i % 3];
BarItem barItem = _graphPane.AddBar(ds.Name, _pointPlotArray[i], color);
barItem.Bar.Fill = new Fill(color);
_graphPane.BarSettings.MinClusterGap = 0;
barItem.IsY2Axis = (ds.YAxis == 1);
}
}
private void InitGraph(string title, string xAxisTitle, string y1AxisTitle, string y2AxisTitle, SummaryDataSource[] dataSourceArray)
{
_graphPane = zed.GraphPane;
_graphPane.Title.Text = title;
_graphPane.XAxis.Title.Text = xAxisTitle;
_graphPane.XAxis.MajorGrid.IsVisible = true;
_graphPane.YAxis.Title.Text = y1AxisTitle;
_graphPane.YAxis.MajorGrid.IsVisible = true;
_graphPane.Y2Axis.Title.Text = y2AxisTitle;
_graphPane.Y2Axis.MajorGrid.IsVisible = false;
// Create point-pair lists and bind them to the graph control.
int sourceCount = dataSourceArray.Length;
_pointPlotArray = new PointPairList[sourceCount];
for(int i=0; i<sourceCount; i++)
{
SummaryDataSource ds = dataSourceArray[i];
_pointPlotArray[i] =new PointPairList();
Color color = _plotColorArr[i % 3];
BarItem barItem = _graphPane.AddBar(ds.Name, _pointPlotArray[i], color);
barItem.Bar.Fill = new Fill(color);
_graphPane.BarSettings.MinClusterGap = 0;
barItem.IsY2Axis = (ds.YAxis == 1);
}
}
private void InitGraph(string title, string xAxisTitle, string y1AxisTitle, string y2AxisTitle, SummaryDataSource[] dataSourceArray)
{
_graphPane = zed.GraphPane;
_graphPane.Title.Text = title;
_graphPane.XAxis.Title.Text = xAxisTitle;
_graphPane.XAxis.MajorGrid.IsVisible = true;
_graphPane.YAxis.Title.Text = y1AxisTitle;
_graphPane.YAxis.MajorGrid.IsVisible = true;
_graphPane.Y2Axis.Title.Text = y2AxisTitle;
_graphPane.Y2Axis.MajorGrid.IsVisible = false;
// Create point-pair lists and bind them to the graph control.
int sourceCount = dataSourceArray.Length;
_pointPlotArray = new PointPairList[sourceCount];
for(int i=0; i<sourceCount; i++)
{
SummaryDataSource ds = dataSourceArray[i];
_pointPlotArray[i] =new PointPairList();
LineItem lineItem = _graphPane.AddCurve(ds.Name, _pointPlotArray[i], ds.Color, SymbolType.None);
lineItem.IsY2Axis = (ds.YAxis == 1);
}
}
private void InitGraph(string title, string xAxisTitle, string y1AxisTitle, string y2AxisTitle, SummaryDataSource[] dataSourceArray)
{
_graphPane = zed.GraphPane;
_graphPane.Title.Text = title;
_graphPane.XAxis.Title.Text = xAxisTitle;
_graphPane.XAxis.MajorGrid.IsVisible = true;
_graphPane.YAxis.Title.Text = y1AxisTitle;
_graphPane.YAxis.MajorGrid.IsVisible = true;
_graphPane.Y2Axis.Title.Text = y2AxisTitle;
_graphPane.Y2Axis.MajorGrid.IsVisible = false;
// Create point-pair lists and bind them to the graph control.
int sourceCount = dataSourceArray.Length;
_pointPlotArray = new PointPairList[sourceCount];
for (int i = 0; i < sourceCount; i++)
{
SummaryDataSource ds = dataSourceArray[i];
_pointPlotArray[i] = new PointPairList();
LineItem lineItem = _graphPane.AddCurve(ds.Name, _pointPlotArray[i], ds.Color, SymbolType.None);
lineItem.IsY2Axis = (ds.YAxis == 1);
}
}
/// <summary>
/// Construct the form with the provided details and data sources.
/// </summary>
public SummaryGraphForm(string title, string xAxisTitle, string y1AxisTitle, string y2AxisTitle,
SummaryDataSource[] dataSourceArray, AbstractGenerationalAlgorithm<NeatGenome> ea)
{
InitializeComponent();
this.Text = string.Format("SharpNEAT - {0}", title);
_dataSourceArray = dataSourceArray;
InitGraph(title, xAxisTitle, y1AxisTitle, y2AxisTitle, dataSourceArray);
_ea = ea;
if(null != ea) {
_ea.UpdateEvent += new EventHandler(_ea_UpdateEvent);
}
}
/// <summary>
/// Handle update event from the evolution algorithm - update the view.
/// </summary>
public void _ea_UpdateEvent(object sender, EventArgs e)
{
// Switch execution to GUI thread if necessary.
if (this.InvokeRequired)
{
// Must use Invoke(). BeginInvoke() will execute asynchronously and the evolution algorithm therefore
// may have moved on and will be in an intermediate and indeterminate (between generations) state.
this.Invoke(new MethodInvoker(delegate()
{
if (this.IsDisposed)
{
return;
}
// Update plot points for each series in turn.
int sourceCount = _dataSourceArray.Length;
for (int i = 0; i < sourceCount; i++)
{
SummaryDataSource ds = _dataSourceArray[i];
Point2DDouble[] pointArr = ds.GetPointArray();
PointPairList ppl = _pointPlotArray[i];
EnsurePointPairListLength(ppl, pointArr.Length);
for (int j = 0; j < pointArr.Length; j++)
{
ppl[j].X = pointArr[j].X;
ppl[j].Y = pointArr[j].Y;
}
}
// Trigger graph to redraw.
zed.AxisChange();
Refresh();
}));
}
}
private void specieChampFitnessByRankToolStripMenuItem_Click(object sender, EventArgs e)
{
SummaryDataSource dsSpecieChampFitnessRank = new SummaryDataSource("Specie Fitness (Champs)", 0, Color.Red, delegate()
{
// Ensure temp working storage is ready.
int specieCount = _ea.SpecieList.Count;
if(null == _specieDataArray || _specieDataArray.Length != specieCount) {
_specieDataArray = new double[specieCount];
}
// Copy specie fitnesses into the data array.
for(int i=0; i<specieCount; i++) {
_specieDataArray[i] = _ea.SpecieList[i].GenomeList[0].EvaluationInfo.Fitness;
}
// Build/create point array.
UpdateRankedDataPoints(_specieDataArray, ref _specieDataPointArray);
// Return plot points.
return _specieDataPointArray;
});
SummaryDataSource dsSpecieMeanFitnessRank = new SummaryDataSource("Specie Fitness (Means)", 0, Color.Black, delegate()
{
// Ensure temp working storage is ready.
int specieCount = _ea.SpecieList.Count;
if(null == _specieDataArray || _specieDataArray.Length != specieCount) {
_specieDataArray = new double[specieCount];
}
// Copy specie fitnesses into the data array.
for(int i=0; i<specieCount; i++) {
_specieDataArray[i] = _ea.SpecieList[i].CalcMeanFitness();
}
// Build/create point array.
UpdateRankedDataPoints(_specieDataArray, ref _specieDataPointArray);
// Return plot points.
return _specieDataPointArray;
});
// Create form.
SummaryGraphForm graphForm = new SummaryGraphForm("Specie Fitness by Rank", "Species", "Fitness", string.Empty,
new SummaryDataSource[] {dsSpecieChampFitnessRank, dsSpecieMeanFitnessRank}, _ea);
_summaryGraphFormList.Add(graphForm);
// Attach a event handler to update this main form when the graph form is closed.
graphForm.FormClosed += new FormClosedEventHandler(delegate(object senderObj, FormClosedEventArgs eArgs)
{
_summaryGraphFormList.Remove(senderObj as SummaryGraphForm);
specieChampFitnessByRankToolStripMenuItem.Enabled = true;
});
// Prevent creating more then one instance fo the form.
specieChampFitnessByRankToolStripMenuItem.Enabled = false;
// Show the form.
graphForm.Show(this);
}
private void specieSizeByRankToolStripMenuItem_Click(object sender, EventArgs e)
{
SummaryDataSource dsSpecieSizeRank = new SummaryDataSource("Specie Size", 0, Color.Red, delegate()
{
// Ensure temp working storage is ready.
int specieCount = _ea.SpecieList.Count;
if(null == _specieDataArrayInt || _specieDataArrayInt.Length != specieCount) {
_specieDataArrayInt = new int[specieCount];
}
// Copy specie sizes into _specieSizeArray.
for(int i=0; i<specieCount; i++) {
_specieDataArrayInt[i] = _ea.SpecieList[i].GenomeList.Count;
}
// Build/create _specieSizePointArray from the _specieSizeArray.
UpdateRankedDataPoints(_specieDataArrayInt, ref _specieDataPointArrayInt);
// Return plot points.
return _specieDataPointArrayInt;
});
// Create form.
SummaryGraphForm graphForm = new SummaryGraphForm("Specie Size by Rank", "Species (largest to smallest)", "Size", string.Empty,
new SummaryDataSource[] {dsSpecieSizeRank}, _ea);
_summaryGraphFormList.Add(graphForm);
// Attach a event handler to update this main form when the graph form is closed.
graphForm.FormClosed += new FormClosedEventHandler(delegate(object senderObj, FormClosedEventArgs eArgs)
{
_summaryGraphFormList.Remove(senderObj as SummaryGraphForm);
specieSizeByRankToolStripMenuItem.Enabled = true;
});
// Prevent creating more then one instance fo the form.
specieSizeByRankToolStripMenuItem.Enabled = false;
// Show the form.
graphForm.Show(this);
}
private void genomeComplexityDistributionToolStripMenuItem_Click(object sender, EventArgs e)
{
SummaryDataSource dsGenomeComplexityDist = new SummaryDataSource("Genome Complexity Distribution", 0, Color.Red, delegate()
{
// Ensure temp working storage is ready.
int genomeCount = _ea.GenomeList.Count;
if(null == _genomeDataArray || _genomeDataArray.Length != genomeCount) {
_genomeDataArray = new double[genomeCount];
}
// Copy genome fitness values into the data array.
for(int i=0; i<genomeCount; i++) {
_genomeDataArray[i] = _ea.GenomeList[i].Complexity;
}
// Calculate a frequency distribution and retrieve it as an array of plottable points.
Point2DDouble[] pointArr = CalcDistributionDataPoints(_genomeDataArray);
// Return plot points.
return pointArr;
});
// Create form.
SummaryGraphForm graphForm = new SummaryGraphForm("Genome Complexity Distribution", "Complexity", "Frequency", string.Empty,
new SummaryDataSource[] {dsGenomeComplexityDist}, _ea);
_summaryGraphFormList.Add(graphForm);
// Attach a event handler to update this main form when the graph form is closed.
graphForm.FormClosed += new FormClosedEventHandler(delegate(object senderObj, FormClosedEventArgs eArgs)
{
_summaryGraphFormList.Remove(senderObj as SummaryGraphForm);
genomeComplexityDistributionToolStripMenuItem.Enabled = true;
});
// Prevent creating more then one instance fo the form.
genomeComplexityDistributionToolStripMenuItem.Enabled = false;
// Show the form.
graphForm.Show(this);
}
private void specieFitnessDistributionsToolStripMenuItem_Click(object sender, EventArgs e)
{
SummaryDataSource dsSpecieChampFitnessDist = new SummaryDataSource("Specie Fitness Distribution (Champ)", 0, Color.Red, delegate()
{
// Ensure temp working storage is ready.
int specieCount = _ea.SpecieList.Count;
if(null == _specieDataArray || _specieDataArray.Length != specieCount) {
_specieDataArray = new double[specieCount];
}
// Copy specie sizes into _specieSizeArray.
for(int i=0; i<specieCount; i++) {
_specieDataArray[i] = _ea.SpecieList[i].GenomeList[0].EvaluationInfo.Fitness;
}
// Calculate a frequency distribution and retrieve it as an array of plottable points.
Point2DDouble[] pointArr = CalcDistributionDataPoints(_specieDataArray);
// Return plot points.
return pointArr;
});
SummaryDataSource dsSpecieMeanFitnessDist = new SummaryDataSource("Specie Fitness Distribution (Mean)", 0, Color.Black, delegate()
{
// Ensure temp working storage is ready.
int specieCount = _ea.SpecieList.Count;
if(null == _specieDataArray || _specieDataArray.Length != specieCount) {
_specieDataArray = new double[specieCount];
}
// Copy specie sizes into _specieSizeArray.
for(int i=0; i<specieCount; i++) {
_specieDataArray[i] = _ea.SpecieList[i].CalcMeanFitness();
}
// Calculate a frequency distribution and retrieve it as an array of plottable points.
Point2DDouble[] pointArr = CalcDistributionDataPoints(_specieDataArray);
// Return plot points.
return pointArr;
});
// Create form.
SummaryGraphForm graphForm = new SummaryGraphForm("Specie Fitness Distribution", "Fitness", "Frequency", string.Empty,
new SummaryDataSource[] {dsSpecieChampFitnessDist, dsSpecieMeanFitnessDist}, _ea);
_summaryGraphFormList.Add(graphForm);
// Attach a event handler to update this main form when the graph form is closed.
graphForm.FormClosed += new FormClosedEventHandler(delegate(object senderObj, FormClosedEventArgs eArgs)
{
_summaryGraphFormList.Remove(senderObj as SummaryGraphForm);
specieFitnessDistributionsToolStripMenuItem.Enabled = true;
});
// Prevent creating more then one instance fo the form.
specieFitnessDistributionsToolStripMenuItem.Enabled = false;
// Show the form.
graphForm.Show(this);
}
private void genomeComplexityByRankToolStripMenuItem_Click(object sender, EventArgs e)
{
SummaryDataSource dsGenomeComplexityRank = new SummaryDataSource("Genome Complexity", 0, Color.Red, delegate()
{
// Ensure temp working storage is ready.
int genomeCount = _ea.GenomeList.Count;
if(null == _genomeDataArray || _genomeDataArray.Length != genomeCount) {
_genomeDataArray = new double[genomeCount];
}
// Copy genome complexity values into the data array.
for(int i=0; i<genomeCount; i++) {
_genomeDataArray[i] = _ea.GenomeList[i].Complexity;
}
// Build/create point array.
UpdateRankedDataPoints(_genomeDataArray, ref _genomeDataPointArray);
// Return plot points.
return _genomeDataPointArray;
});
// Create form.
SummaryGraphForm graphForm = new SummaryGraphForm("Genome Complexity by Rank", "Genomes", "Complexity", string.Empty,
new SummaryDataSource[] {dsGenomeComplexityRank}, _ea);
_summaryGraphFormList.Add(graphForm);
// Attach a event handler to update this main form when the graph form is closed.
graphForm.FormClosed += new FormClosedEventHandler(delegate(object senderObj, FormClosedEventArgs eArgs)
{
_summaryGraphFormList.Remove(senderObj as SummaryGraphForm);
genomeComplexityByRankToolStripMenuItem.Enabled = true;
});
// Prevent creating more then one instance fo the form.
genomeComplexityByRankToolStripMenuItem.Enabled = false;
// Show the form.
graphForm.Show(this);
}