metaheuristic_designer.strategies#

Built-in search strategy implementations.

Modules

EDA

Estimation of Distribution Algorithms (EDA) strategies.

bayesian_optimization

Bayesian optimization strategy.

classic

Classic population-based strategies (GA, DE, ES, CMA-ES, SA, RandomSearch).

eda_strategy

Strategy that generates solutions from a model.

hybrid

Hybrid strategies that combine one or more strategies.

no_search

No-op strategy that returns the population unchanged (debug / baseline).

population_based_strategy

Strategy where the population size remains constant, no explicit parent selection.

shuffled_population_strategy

Strategy where offspring size differs from population size (μ+λ / μ,λ style).

single_solution_strategy

Single solution abstract strategy

swarm

Swarm intelligence strategies.