swaits
1d1187f20b
Adds eight operators for permutation (Vec<usize>) decisions:
Initializers
- ShuffledPermutation { n } — random shuffles of [0..n)
- ShuffledMultisetPermutation { repeats_per_id } — random shuffles
of an arbitrary multiset (e.g., JSS operation strings)
Crossovers (strict permutations only)
- OrderCrossover (OX)
- PartiallyMappedCrossover (PMX)
- CycleCrossover (CX)
- EdgeRecombinationCrossover (ERX)
Mutations (preserve both strict permutations and multisets)
- InversionMutation
- InsertionMutation
- ScrambleMutation
All are re-exported from the prelude. Comprehensive unit tests + doctests
included; the pre-existing SwapMutation is untouched.
41 lines
1.9 KiB
Rust
41 lines
1.9 KiB
Rust
//! Common imports for users of `heuropt`.
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//!
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//! ```
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//! use heuropt::prelude::*;
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//! ```
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#[cfg(feature = "async")]
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pub use crate::core::async_problem::AsyncProblem;
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pub use crate::core::{
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Candidate, DecisionVariable, Direction, Evaluation, Objective, ObjectiveSpace,
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OptimizationResult, PartialProblem, Population, Problem, Rng, rng_from_seed,
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};
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pub use crate::traits::{AlgorithmInfo, Initializer, Optimizer, Repair, Variation};
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pub use crate::pareto::{
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Dominance, ParetoArchive, best_candidate, crowding_distance, das_dennis, non_dominated_sort,
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pareto_compare, pareto_front,
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};
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pub use crate::operators::{
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BitFlipMutation, BoundedGaussianMutation, ClampToBounds, CompositeVariation, CycleCrossover,
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EdgeRecombinationCrossover, GaussianMutation, InsertionMutation, InversionMutation,
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LevyMutation, OrderCrossover, PartiallyMappedCrossover, PolynomialMutation, ProjectToSimplex,
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RealBounds, ScrambleMutation, ShuffledMultisetPermutation, ShuffledPermutation,
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SimulatedBinaryCrossover, SwapMutation,
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};
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pub use crate::algorithms::{
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AgeMoea, AgeMoeaConfig, AntColonyTsp, AntColonyTspConfig, BayesianOpt, BayesianOptConfig,
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CmaEs, CmaEsConfig, DifferentialEvolution, DifferentialEvolutionConfig, EpsilonMoea,
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EpsilonMoeaConfig, GeneticAlgorithm, GeneticAlgorithmConfig, Grea, GreaConfig, HillClimber,
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HillClimberConfig, Hype, HypeConfig, Hyperband, HyperbandConfig, Ibea, IbeaConfig, IpopCmaEs,
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IpopCmaEsConfig, Knea, KneaConfig, Moead, MoeadConfig, Mopso, MopsoConfig, NelderMead,
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NelderMeadConfig, Nsga2, Nsga2Config, Nsga3, Nsga3Config, OnePlusOneEs, OnePlusOneEsConfig,
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Paes, PaesConfig, ParticleSwarm, ParticleSwarmConfig, PesaII, PesaIIConfig, RandomSearch,
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RandomSearchConfig, Rvea, RveaConfig, SeparableNes, SeparableNesConfig, SimulatedAnnealing,
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SimulatedAnnealingConfig, SmsEmoa, SmsEmoaConfig, Spea2, Spea2Config, TabuSearch,
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TabuSearchConfig, Tlbo, TlboConfig, Tpe, TpeConfig, Umda, UmdaConfig,
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};
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