public IterativeAlgorithm(int populationSize,
StopCondition <IterativeAlgorithm <TProblem, TSolution>, TProblem, TSolution>
stopCondition,
MainOperator <IterativeAlgorithm <TProblem, TSolution>, TProblem, TSolution>
mainOperator,
NewGenerationCreator <IterativeAlgorithm <TProblem, TSolution>, TProblem, TSolution>
newGenerationCreator)
: base(populationSize, stopCondition, mainOperator)
{
NewGenerationCreator = newGenerationCreator.DeepClone();
}
private static IterativeAlgorithm <Function <Point>, Point>[] CreateIterableRCGA(int dimension)
{
var maxIteration = dimension * PopulationSize;
var maxEvaluation = PopulationSize * maxIteration;
var evaluator = new EvaluatorStandard <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>();
var coordinatesInitializer =
new CoordinatesInitializerUniform <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>();
var fitter =
new FitterNormalizingMinimization <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>();
var selectors = new Selector <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>[]
{
new SelectorProportional <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>
(PopulationSize, 2),
new SelectorLinearRank <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>
(PopulationSize, 2),
new SelectorTournament <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>
(PopulationSize, 2)
};
var crossovers = new CoordinatesCrossover <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>[]
{
new CoordinatesCrossoverArithmetic <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(),
new CoordinatesCrossoverBLX <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(),
new CoordinatesCrossoverExtendedLine <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(),
new CoordinatesCrossoverHeuristic <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(),
new CoordinatesCrossoverLinear <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(true),
new CoordinatesCrossoverLinear <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(false),
new CoordinatesCrossoverProportional <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>()
};
var mutators = new CoordinatesMutator <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>[]
{
new CoordinatesMutatorCombined <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(new CoordinatesMutator <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>[]
{
new CoordinatesMutatorUniform <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(),
new CoordinatesMutatorClamp <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>()
}),
new CoordinatesMutatorCombined <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(new CoordinatesMutator <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>[]
{
new CoordinatesMutatorMPT <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(),
new CoordinatesMutatorClamp <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>()
}),
};
var newGenerationCreators = new NewGenerationCreator <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>[]
{
new NewGenerationCreatorChildrenOnly <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>
(PopulationSize, 0),
new NewGenerationCreatorChildrenOnly <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>
(PopulationSize, 5),
new NewGenerationCreatorChildrenPLusBest <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>
(PopulationSize, 0),
new NewGenerationCreatorChildrenPLusBest <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>
(PopulationSize, 5)
};
var stopCondition = new StopCondition <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(new [] { new MoreEvaluationsThan <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(maxEvaluation) },
new [] { new DistanceFromBestToOptimumIsLessThan <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(Accuracy) });
var algorithms = new IterativeAlgorithm <Function <Point>, Point> [selectors.Length * crossovers.Length *
mutators.Length *
newGenerationCreators.Length];
var ai = 0;
foreach (var selector in selectors)
{
foreach (var crossover in crossovers)
{
foreach (var mutator in mutators)
{
foreach (var newGenerationCreator in newGenerationCreators)
{
algorithms[ai] = new IterativeAlgorithm <Function <Point>, Point>(PopulationSize,
stopCondition,
new MainOperatorRCGA <IterativeAlgorithm <Function <Point>, Point>, Function <Point>, Point>(evaluator, coordinatesInitializer, fitter, selector, crossover, mutator),
newGenerationCreator);
ai++;
}
}
}
}
return(algorithms);
}
