heuropt 0.11.0

A practical Rust toolkit for heuristic single-, multi-, and many-objective optimization.
Documentation
//! Common imports for users of `heuropt`.
//!
//! ```
//! use heuropt::prelude::*;
//! ```

#[cfg(feature = "async")]
pub use crate::core::async_problem::AsyncProblem;
pub use crate::core::{
    Candidate, DecisionVariable, Direction, Evaluation, Objective, ObjectiveSpace,
    OptimizationResult, PartialProblem, Population, Problem, Rng, rng_from_seed,
};

pub use crate::traits::{AlgorithmInfo, Initializer, Optimizer, Repair, Variation};

pub use crate::pareto::{
    Dominance, ParetoArchive, best_candidate, crowding_distance, das_dennis, non_dominated_sort,
    pareto_compare, pareto_front,
};

pub use crate::operators::{
    BitFlipMutation, BoundedGaussianMutation, ClampToBounds, CompositeVariation, CycleCrossover,
    EdgeRecombinationCrossover, GaussianMutation, InsertionMutation, InversionMutation,
    LevyMutation, OrderCrossover, PartiallyMappedCrossover, PolynomialMutation, ProjectToSimplex,
    RealBounds, ScrambleMutation, ShuffledMultisetPermutation, ShuffledPermutation,
    SimulatedBinaryCrossover, SwapMutation,
};

pub use crate::algorithms::{
    AgeMoea, AgeMoeaConfig, AntColonyTsp, AntColonyTspConfig, BayesianOpt, BayesianOptConfig,
    CmaEs, CmaEsConfig, DifferentialEvolution, DifferentialEvolutionConfig, EpsilonMoea,
    EpsilonMoeaConfig, GeneticAlgorithm, GeneticAlgorithmConfig, Grea, GreaConfig, HillClimber,
    HillClimberConfig, Hype, HypeConfig, Hyperband, HyperbandConfig, Ibea, IbeaConfig, IpopCmaEs,
    IpopCmaEsConfig, Knea, KneaConfig, Moead, MoeadConfig, Mopso, MopsoConfig, NelderMead,
    NelderMeadConfig, Nsga2, Nsga2Config, Nsga3, Nsga3Config, OnePlusOneEs, OnePlusOneEsConfig,
    Paes, PaesConfig, ParticleSwarm, ParticleSwarmConfig, PesaII, PesaIIConfig, RandomSearch,
    RandomSearchConfig, Rvea, RveaConfig, SeparableNes, SeparableNesConfig, SimulatedAnnealing,
    SimulatedAnnealingConfig, SmsEmoa, SmsEmoaConfig, Spea2, Spea2Config, TabuSearch,
    TabuSearchConfig, Tlbo, TlboConfig, Tpe, TpeConfig, Umda, UmdaConfig,
};