public void Simulate(int maxTabuListCount, int boardSize,
IChessboardGenerator generator,
IFitnessCalculator calculator)
{
Fitness BestPossibleFitness = calculator.BestFitness;
IntelligentRandom random = new IntelligentRandom();
Chessboard currentCentralPoint = random.Generate(boardSize);
Chessboard currentBestSolution = currentCentralPoint;
HashSet <Chessboard> tabuList = new HashSet <Chessboard>();
Fitness currentBestSolutionFitness = calculator.WorstFitness;
while (tabuList.Count < maxTabuListCount &&
currentBestSolutionFitness.IsWorseThan(BestPossibleFitness))
{
Chessboard bestCandidate = currentCentralPoint?
.GetNeighbourhoodOf()
.Except(tabuList)
.OrderBy(ch => calculator.CalculateFitness(ch).Value)
.FirstOrDefault();
Fitness bestCandidateFitness = calculator.CalculateFitness(bestCandidate);
currentBestSolutionFitness = calculator.CalculateFitness(currentBestSolution);
currentCentralPoint = bestCandidate;
if (bestCandidateFitness.IsBetterThan(currentBestSolutionFitness))
{
currentBestSolution = bestCandidate;
}
tabuList.Add(bestCandidate);
}
FinalChessboard = currentBestSolution;
Result = $@"
-- Tabu Search Result --
Tabu List Count: {tabuList.Count}
Fitness: {calculator.CalculateFitness(FinalChessboard).Value}
{FinalChessboard.ToString()}
";
}
public void Simulate(int startTemperature, int boardSize,
IChessboardGenerator generator,
IFitnessCalculator calculator)
{
Fitness BestPossibleFitness = calculator.BestFitness;
int tenPercent = startTemperature / 10;
Chessboard currentBestChessboard = generator.Generate(boardSize);
Temperature currentTemperature = new Temperature(startTemperature);
Fitness currentBestFitness = calculator.WorstFitness;
while (currentTemperature.IsNotZero &&
currentBestFitness.IsWorseThan(BestPossibleFitness))
{
Chessboard chessboard = generator.Generate(boardSize);
Fitness currentFitness = calculator.CalculateFitness(chessboard);
if (currentFitness.IsBetterThan(currentBestFitness))
{
currentBestFitness = currentFitness;
currentBestChessboard = chessboard;
currentTemperature.IncreaseBy(tenPercent);
}
else
{
currentTemperature.DecreaseBy(1);
}
}
FinalChessboard = currentBestChessboard;
Result = $@"
-- Simulated Annealing Result --
Current Temperature: {currentTemperature.Value}
Fitness: {calculator.CalculateFitness(FinalChessboard).Value}
{FinalChessboard.ToString()}
";
}