public override double[] RunExperiment()
{
AntColonyOptimiser aco = new AntColonyOptimiser(Problem)
{
EvaporationRate = EvaporationRate,
ProbBest = ProbBest,
PheromoneWeight = PheromoneWeight,
FitnessWeight = FitnessWeight,
GlobalBestDepositFreq = GlobalBestDepositFreq
};
switch (Algorithm)
{
case AllPerformanceTest.TestAlgorithm.Sequential:
aco.PheromoneWeight = 1;
aco.FitnessWeight = 3;
aco.GlobalBestDepositFreq = 16;
aco.EvaporationRate = 0.5;
aco.ProbBest = 0.1;
AntCount = 5;
break;
case AllPerformanceTest.TestAlgorithm.Replicated4:
aco.PheromoneWeight = 1;
aco.FitnessWeight = 3;
aco.GlobalBestDepositFreq = 12;
aco.EvaporationRate = 0.6;
aco.ProbBest = 0.06;
AntCount = 5;
break;
case AllPerformanceTest.TestAlgorithm.Synchronous4:
aco.PheromoneWeight = 1;
aco.FitnessWeight = 3;
aco.GlobalBestDepositFreq = 14;
aco.EvaporationRate = 0.7;
aco.ProbBest = 0.08;
AntCount = 5;
break;
case AllPerformanceTest.TestAlgorithm.Cooperative4:
aco.PheromoneWeight = 1;
aco.FitnessWeight = 3;
aco.GlobalBestDepositFreq = 14;
aco.EvaporationRate = 0.3;
aco.ProbBest = 0.08;
AntCount = 5;
break;
}
#pragma warning disable 8509
return(Algorithm switch
#pragma warning restore 8509
{
AllPerformanceTest.TestAlgorithm.Sequential =>
aco.SequentialSearch(5, Utils.ProblemTimeDictionary[Problem], 1).Solutions
.Select(s => (double)s.Fitness)
.ToArray(),
AllPerformanceTest.TestAlgorithm.Replicated4 =>
aco.ReplicatedSearch(5, Utils.ProblemTimeDictionary[Problem], 4, 1).Solutions
.Select(s => (double)s.Fitness)
.ToArray(),
AllPerformanceTest.TestAlgorithm.Synchronous4 =>
aco.SynchronousSearch(5, Utils.ProblemTimeDictionary[Problem], 4, 1).Solutions
.Select(s => (double)s.Fitness)
.ToArray(),
AllPerformanceTest.TestAlgorithm.Cooperative4 =>
aco.CooperativeSearch(5, Utils.ProblemTimeDictionary[Problem], 10, 4, 1).Solutions
.Select(s => (double)s.Fitness).ToArray()
});
