private void Redraw()
{
lock (currentDrawing)
{
guiDrawing = currentDrawing.Clone();
}
pnlCanvas.Invalidate();
lastRepaint = DateTime.Now;
lastSelected = selected;
}
private void StartEvolution()
{
SetupSourceColorMatrix();// Sets up the Mona lisa using x and y cordinates to create an matrix.
if (currentDrawing == null)
{
currentDrawing = GetNewInitializedDrawing();
}
lastSelected = 0;
while (isRunning)
{
DnaDrawing newDrawing;
lock (currentDrawing)
{
newDrawing = currentDrawing.Clone();
}
newDrawing.Mutate();// Multiple levels: With probability x either adds, removes or moves polygons. Next level changes polygons shape, color
if (newDrawing.IsDirty)
{
generation++;
double newErrorLevel = FitnessCalculator.GetDrawingFitness(newDrawing, sourceColors);
if (newErrorLevel <= errorLevel)
{
selected++;
lock (currentDrawing)
{
currentDrawing = newDrawing;
}
errorLevel = newErrorLevel;
if (selected % 500 == 0)
{
string local_path_name = "C:\\Users\\raunonaksi\\OneDrive\\Advanced Algorithmics - MTAT.03.238\\Project\\Pildid\\";
string filename = "result";
string dot_filetype = ".png";
FitnessCalculator.b.Save(local_path_name + filename + generation.ToString() + dot_filetype, System.Drawing.Imaging.ImageFormat.Png);
FitnessCalculator.b.Save("C:\\Users\\raunonaksi\\result.png");
}
}
else if (Settings.Activetemperature > 1 && newErrorLevel * Settings.Activeacceptable < errorLevel && Settings.UseSimulatedAnnealing)
{
Settings.Activetemperature = Settings.Activetemperature - Settings.Activetemperature * Settings.Activecooling;
if (Tools.GetRandomNumber(0, 100000) < Settings.Activetemperature)
{
currentDrawing = newDrawing;
errorLevel = newErrorLevel;
}
}
}
}
}
private void tmrRedraw_Tick(object sender, EventArgs e)
{
if (currentDrawing == null)
{
return;
}
int polygons = currentDrawing.Polygons.Count;
int points = currentDrawing.PointCount;
double avg = 0;
if (polygons != 0)
{
avg = points / polygons;
}
toolStripStatusLabelFitness.Text = errorLevel.ToString();
toolStripStatusLabelGeneration.Text = generation.ToString();
toolStripStatusLabelSelected.Text = selected.ToString();
toolStripStatusLabelPoints.Text = points.ToString();
toolStripStatusLabelPolygons.Text = polygons.ToString();
toolStripStatusLabelAvgPoints.Text = avg.ToString();
bool shouldRepaint = false;
if (repaintIntervall.Ticks > 0)
{
if (lastRepaint < DateTime.Now - repaintIntervall)
{
shouldRepaint = true;
}
}
if (repaintOnSelectedSteps > 0)
{
if (lastSelected + repaintOnSelectedSteps < selected)
{
shouldRepaint = true;
}
}
if (shouldRepaint)
{
guiDrawing = currentDrawing.Clone();
pnlCanvas.Invalidate();
lastRepaint = DateTime.Now;
lastSelected = selected;
}
}
private void RepaintCanvas()
{
if (currentDrawing == null)
{
return;
}
lock (currentDrawing)
{
guiDrawing = currentDrawing.Clone();
}
pnlCanvas.Invalidate();
lastRepaint = DateTime.Now;
lastSelected = Project.Selected;
}
public double GetNextErrorLevel()
{
var drawing = new DnaDrawing();
drawing.SourceImage = sourceImage;
drawing.Polygons = new List <DnaPolygon>();
int i = 0;
foreach (LayeredWorker worker in workers)
{
i++;
if (i == 1)
{
continue;
}
DnaDrawing workerDrawing = worker.GetDrawing();
drawing.Polygons.AddRange(workerDrawing.Clone().Polygons);
//drawing = worker.GetDrawing();
}
currentDrawing = drawing;
currentErrorLevel = FitnessCalculator.GetDrawingFitness(drawing, sourceImage);
return(currentErrorLevel);
}
private DnaDrawing GetMutatedSeedSyncedDrawing()
{
DnaDrawing newDrawing = parentDrawing.Clone();
newDrawing.Mutate(info);
return(newDrawing);
}
private void StartEvolution()
{
SetupSourceColorMatrix();
if (currentDrawing == null)
{
currentDrawing = GetNewInitializedDrawing();
}
lastSelected = 0;
using (var fitnessCalculator = new FitnessCalculator())
{
while (isRunning)
{
DnaDrawing newDrawing;
lock (currentDrawing)
{
newDrawing = currentDrawing.Clone();
}
newDrawing.Mutate();
if (newDrawing.IsDirty)
{
generation++;
double newErrorLevel = fitnessCalculator.GetDrawingFitness(newDrawing, sourcePixels);
if (newErrorLevel <= errorLevel)
{
selected++;
lock (currentDrawing)
{
currentDrawing = newDrawing;
}
errorLevel = newErrorLevel;
}
}
//else, discard new drawing
}
}
}
private static void SaveDnaDrawingToFile(string fileName, DnaDrawing drawing)
{
DnaDrawing clone;
clone = drawing.Clone();
if (clone != null)
{
Serializer.Serialize(clone, fileName);
}
}
private void StartEvolution()
{
if (_currentDrawing == null)
{
_currentDrawing = GetNewInitializedDrawing(_sourceBitmap.Width, _sourceBitmap.Height);
}
while (IsRunning)
{
DnaDrawing newDrawing;
lock (_currentDrawing)
{
newDrawing = _currentDrawing.Clone();
}
newDrawing.Mutate();
_candidates++;
if (newDrawing.IsDirty)
{
_generation++;
double newErrorLevel = _fitnessCalculator.GetDrawingFitness(newDrawing);
if (newErrorLevel <= _errorLevel)
{
_selected++;
lock (_currentDrawing)
{
_currentDrawing = newDrawing;
}
_errorLevel = newErrorLevel;
Console.WriteLine("{0} {1} {2}",
_selected,
_generation,
_errorLevel);
}
}
//else, discard new drawing
}
}
public DefaultEvolutionJob(DnaDrawing drawing, JobInfo info)
{
this.info = info;
if (drawing == null)
{
drawing = GetNewInitializedDrawing(info);
}
lock (drawing)
{
currentDrawing = drawing.Clone();
}
currentErrorLevel = FitnessCalculator.GetDrawingFitness(currentDrawing, info.SourceImage);
}
private static Tuple <DnaDrawing, double> Work(DnaDrawing drawing, Color[,] originColors)
{
var newDrawing = drawing.Clone();
newDrawing.Mutate();
if (!newDrawing.IsDirty)
{
return(new Tuple <DnaDrawing, double>(null, 0.0));
}
var newErrorLevel = FitnessCalculator.GetDrawingFitness(newDrawing, originColors);
return(new Tuple <DnaDrawing, double>(newDrawing, newErrorLevel));
}
private void OpenDNA()
{
Stop();
DnaDrawing drawing = Serializer.DeserializeDnaDrawing(FileUtil.GetOpenFileName(FileUtil.DnaExtension));
if (drawing != null)
{
lock (currentDrawing)
{
currentDrawing = drawing;
guiDrawing = currentDrawing.Clone();
}
pnlCanvas.Invalidate();
lastRepaint = DateTime.Now;
}
}
private void SaveDNA()
{
string fileName = FileUtil.GetSaveFileName(FileUtil.DnaExtension);
if (string.IsNullOrEmpty(fileName) == false && guiDrawing != null)
{
DnaDrawing clone = null;
lock (guiDrawing)
{
clone = guiDrawing.Clone();
}
if (clone != null)
{
Serializer.Serialize(clone, fileName);
}
}
}
private void StartEvolution()
{
if (currentDrawing == null)
{
currentDrawing = GetNewInitializedDrawing();
}
lastSelected = 0;
NewFitnessCalculator calc = new NewFitnessCalculator();
readyToBreed = false;
while (isRunning)
{
DnaDrawing newDrawing;
lock (currentDrawing)
{
newDrawing = currentDrawing.Clone();
}
newDrawing.Mutate();
if (newDrawing.IsDirty)
{
generation++;
double newErrorLevel = calc.GetDrawingFitness(newDrawing, sourceColours);
if (newErrorLevel <= _errorLevel)
{
selected++;
selectedThisGeneration++;
lock (currentDrawing)
{
currentDrawing = newDrawing;
}
_errorLevel = newErrorLevel;
}
}
if (metCompletionCritera)
{
readyToBreed = true;
}
}
}
public double GetNextErrorLevel()
{
Generations = 0;
DnaDrawing newDrawing = currentDrawing.Clone();
while (newDrawing.IsDirty == false)
{
newDrawing.Mutate(info);
Generations++;
}
double newErrorLevel = FitnessCalculator.GetDrawingFitness(newDrawing, info.SourceImage);
if (newErrorLevel <= currentErrorLevel)
{
currentDrawing = newDrawing;
currentErrorLevel = newErrorLevel;
}
return(newErrorLevel);
}
private void OpenDNA()
{
Stop();
DnaDrawing drawing = Serializer.DeserializeDnaDrawing(FileUtil.GetOpenFileName(FileUtil.DnaExtension));
if (drawing != null)
{
if (currentDrawing == null)
{
currentDrawing = new DnaDrawing();
}
lock (currentDrawing)
{
currentDrawing = drawing;
guiDrawing = currentDrawing.Clone();
Project.Drawing = currentDrawing;
}
ResetProjectLevels();
RepaintCanvas();
}
}
private void OpenProject()
{
Stop();
string fileName = FileUtil.GetOpenFileName(FileUtil.ProjectExtension);
DnaProject project = Serializer.DeserializeDnaProject(fileName);
if (project != null)
{
Project = project;
if (!string.IsNullOrEmpty(Project.ImagePath))
{
OpenImage(Project.ImagePath);
}
if (Project.Drawing != null)
{
if (currentDrawing == null)
{
currentDrawing = new DnaDrawing();
}
lock (currentDrawing)
{
currentDrawing = Project.Drawing;
guiDrawing = currentDrawing.Clone();
}
}
ActivateProjectSettings();
ResetProjectLevels();
RepaintCanvas();
projectFileName = fileName;
}
SetTitleBar();
}
private void StartEvolution()
{
var sourceImage = new SourceImage
{
Pixels = SetupSourceColorMatrix(picPattern.Image as Bitmap),
Width = picPattern.Width,
Height = picPattern.Height
};
var info = new JobInfo
{
Settings = Project.Settings,
SourceImage = sourceImage,
};
//IEvolutionJob job = new LayeredEvolutionJob(sourceImage, 4);
//DefaultEvolutionJob job = new DefaultEvolutionJob(sourceImage, currentDrawing);
//IEvolutionJob job = new DefaultEvolutionJob(info);
IEvolutionJob job = new ClusteredEvolutionJob(info);
while (Project.IsRunning)
{
double newErrorLevel = job.GetNextErrorLevel();
var defJob = job as DefaultEvolutionJob;
if (defJob != null)
{
Project.Generations += defJob.Generations;
}
Project.Mutations++;
if (newErrorLevel <= Project.ErrorLevel)
{
Project.Selected++;
if (newErrorLevel < Project.ErrorLevel)
{
Project.Positive++;
}
else
{
Project.Neutral++;
}
DnaDrawing newDrawing = job.GetDrawing();
if (currentDrawing == null) // to make always lockable...
{
currentDrawing = new DnaDrawing();
}
lock (currentDrawing)
{
currentDrawing = newDrawing;
Project.Drawing = currentDrawing.Clone();
}
Project.ErrorLevel = newErrorLevel;
SaveAnimationImage(newDrawing);
}
}
}