jmetal.algorithm.singleobjective.evolution_strategy.
EvolutionStrategy
(problem: jmetal.core.problem.Problem, mu: int, lambda_: int, elitist: bool, mutation: jmetal.core.operator.Mutation, termination_criterion: jmetal.util.termination_criterion.TerminationCriterion, population_generator: jmetal.util.generator.Generator = <jmetal.util.generator.RandomGenerator object>, population_evaluator: jmetal.util.evaluator.Evaluator = <jmetal.util.evaluator.SequentialEvaluator object>)[source]¶Bases: jmetal.core.algorithm.EvolutionaryAlgorithm
create_initial_solutions
() → List[S][source]¶Creates the initial list of solutions of a metaheuristic.
replacement
(population: List[S], offspring_population: List[S]) → List[S][source]¶Replace least-fit population with new individuals.
reproduction
(population: List[S]) → List[S][source]¶Breed new individuals through crossover and mutation operations to give birth to offspring.