public TextMatchGeneticAlgorithm(bool runParallel, string targetText, GeneticAlgorithmSettings settings)
{
if (settings == null) throw new ArgumentNullException("settings");
if (targetText == null) throw new ArgumentNullException("targetText");
_runParallel = runParallel;
_settings = settings;
_targetText = targetText;
}
public TextMatchGeneticAlgorithm(bool runParallel, string targetText, GeneticAlgorithmSettings settings)
{
if (settings == null)
{
throw new ArgumentNullException("settings");
}
if (targetText == null)
{
throw new ArgumentNullException("targetText");
}
_runParallel = runParallel;
_settings = settings;
_targetText = targetText;
}
private void btnRun_Click(object sender, EventArgs e)
{
if (_cancellation == null)
{
_cancellation = new CancellationTokenSource();
GeneticAlgorithmSettings settings = new GeneticAlgorithmSettings {
PopulationSize = Int32.Parse(txtMonkeysPerGeneration.Text)
};
txtBestMatch.BackColor = SystemColors.Window;
lblGenerations.BackColor = SystemColors.Control;
lblGenPerSec.Text = lblGenerations.Text = "-";
lblElapsedTime.Text = "0";
btnRun.Text = "Cancel";
chkParallel.Visible = false;
_startTime = _lastTime = DateTimeOffset.Now;
timerElapsedTime.Start();
// Run the work in the background
_cancellation = new CancellationTokenSource();
var token = _cancellation.Token;
bool runParallel = chkParallel.Checked;
Task.Factory.StartNew(() =>
{
// Create the new genetic algorithm
var ga = new TextMatchGeneticAlgorithm(runParallel, _targetText, settings);
TextMatchGenome?bestGenome = null;
// Iterate until a solution is found or until cancellation is requested
for (_currentIteration = 1;; _currentIteration++)
{
token.ThrowIfCancellationRequested();
// Move to the next generation
ga.MoveNext();
// If we've found the best solution thus far, update the UI
if (bestGenome == null ||
ga.CurrentBest.Fitness < bestGenome.Value.Fitness)
{
bestGenome = ga.CurrentBest;
_uiTasks.StartNew(() => txtBestMatch.Text = bestGenome.Value.Text);
// If we've found the solution, bail.
if (bestGenome.Value.Text == _targetText)
{
break;
}
}
}
// When the task completes, update the UI
}, token).ContinueWith(t =>
{
timerElapsedTime.Stop();
chkParallel.Visible = true;
btnRun.Text = "Start";
_cancellation = null;
switch (t.Status)
{
case TaskStatus.Faulted:
MessageBox.Show(this, t.Exception.ToString(), "Error");
break;
case TaskStatus.RanToCompletion:
txtBestMatch.BackColor = Color.LightGreen;
lblGenerations.BackColor = Color.LemonChiffon;
break;
}
}, _uiTasks.Scheduler);
}
else
{
_cancellation.Cancel();
}
}
private void btnRun_Click(object sender, EventArgs e)
{
if (_cancellation == null)
{
_cancellation = new CancellationTokenSource();
GeneticAlgorithmSettings settings = new GeneticAlgorithmSettings { PopulationSize = Int32.Parse(txtMonkeysPerGeneration.Text) };
txtBestMatch.BackColor = SystemColors.Window;
lblGenerations.BackColor = SystemColors.Control;
lblGenPerSec.Text = lblGenerations.Text = "-";
lblElapsedTime.Text = "0";
btnRun.Text = "Cancel";
chkParallel.Visible = false;
_startTime = _lastTime = DateTimeOffset.Now;
timerElapsedTime.Start();
// Run the work in the background
_cancellation = new CancellationTokenSource();
var token = _cancellation.Token;
bool runParallel = chkParallel.Checked;
Task.Factory.StartNew(() =>
{
// Create the new genetic algorithm
var ga = new TextMatchGeneticAlgorithm(runParallel, _targetText, settings);
TextMatchGenome? bestGenome = null;
// Iterate until a solution is found or until cancellation is requested
for (_currentIteration = 1; ; _currentIteration++)
{
token.ThrowIfCancellationRequested();
// Move to the next generation
ga.MoveNext();
// If we've found the best solution thus far, update the UI
if (bestGenome == null ||
ga.CurrentBest.Fitness < bestGenome.Value.Fitness)
{
bestGenome = ga.CurrentBest;
_uiTasks.StartNew(() => txtBestMatch.Text = bestGenome.Value.Text);
// If we've found the solution, bail.
if (bestGenome.Value.Text == _targetText) break;
}
}
// When the task completes, update the UI
}, token).ContinueWith(t =>
{
timerElapsedTime.Stop();
chkParallel.Visible = true;
btnRun.Text = "Start";
_cancellation = null;
switch (t.Status)
{
case TaskStatus.Faulted:
MessageBox.Show(this, t.Exception.ToString(), "Error");
break;
case TaskStatus.RanToCompletion:
txtBestMatch.BackColor = Color.LightGreen;
lblGenerations.BackColor = Color.LemonChiffon;
break;
}
}, _uiTasks.Scheduler);
}
else _cancellation.Cancel();
}