public Wave GetPossibleSolution()
{
int waveCount = _random.Next(maxWaves) + 1;
var wave = new ResultWave();
for (int i = 0; i < waveCount; i++)
{
Wave newWave = null;
switch (_random.Next(2))
{
case 0:
newWave = GetNewSquareWave();
break;
case 1:
newWave = GetNewTriangleWave();
break;
}
wave.AddWave(newWave);
}
return(wave);
}
public static void Main()
{
var random = new Random();
_engine = new Engine <Wave>(new EngineParameters <Wave>
{
MutationRate = 50,
PopulationSize = 1000,
BestParents = 5,
Survivors = 20,
FitnessFunction = AbsoluteDifference,
RandomSolutionFactory = new RandomWaveFactory()
});
_myWave = new ResultWave();
_myWave.AddWave(new SquareWave(127, 64, 40, 10));
_myWave.AddWave(new TriangleWave(63, 25, 25, 0, 5));
_constWave = new byte[Length];
_constWave = _myWave.Generate(Length);
_engine.AddCrossover((w1, w2) =>
{
var result = new ResultWave();
foreach (var wave in w1.Waves())
{
if (random.Next(2) == 0)
{
result.AddWave(wave);
}
}
foreach (var wave in w2.Waves())
{
if (random.Next(2) == 0)
{
result.AddWave(wave);
}
}
return(result);
}
);
_engine.AddMutation(m =>
{
if (m is ResultWave && m.Waves().Count > 0)
{
m.Waves().RemoveAt(random.Next(m.Waves().Count));
}
});
_engine.AddMutation(m => { if (m is ResultWave)
{
m.Waves().Add(RandomWaveFactory.GetNewSquareWave());
}
});
_engine.AddMutation(m =>
{
if (m is ResultWave)
{
m.Waves().Add(RandomWaveFactory.GetNewTriangleWave());
}
});
var window = new RenderWindow(VideoMode.DesktopMode, "Test");
window.Closed += OnClosed;
window.KeyPressed += OnKeyPressed;
var task = new Task(() => _engine.RunIterations(new Termination <Wave>[] { new NumberOfIterationsTermination <Wave>(100) }));
task.Start();
while (window.IsOpen())
{
window.DispatchEvents();
window.Clear();
RenderWaves(window);
RenderGeneration(window);
window.Display();
}
}
