swaits
2965955874
The standard structured weight/reference vector generator for many-objective MOEAs (NSGA-III, MOEA/D). Generates (H+M-1 choose M-1) points uniformly distributed on the unit simplex by enumerating all integer compositions of `divisions` into `num_objectives` parts and dividing each by `divisions`. Lives in src/pareto/reference_points.rs. Re-exported from the prelude as `das_dennis`. Tests cover: M=2/H=4 → 5 points along the diagonal; M=3/H=12 → 91 points (the canonical NSGA-III 3-objective ref set); each generated point has exactly M components summing to 1 within float tolerance.
28 lines
847 B
Rust
28 lines
847 B
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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pub use crate::core::{
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Candidate, Direction, Evaluation, Objective, ObjectiveSpace, OptimizationResult,
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Population, Problem, Rng, rng_from_seed,
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};
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pub use crate::traits::{Initializer, Optimizer, Variation};
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pub use crate::pareto::{
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Dominance, ParetoArchive, best_candidate, crowding_distance, das_dennis,
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non_dominated_sort, pareto_compare, pareto_front,
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};
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pub use crate::operators::{
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BitFlipMutation, BoundedGaussianMutation, CompositeVariation, GaussianMutation,
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PolynomialMutation, RealBounds, SimulatedBinaryCrossover, SwapMutation,
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};
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pub use crate::algorithms::{
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DifferentialEvolution, DifferentialEvolutionConfig, Nsga2, Nsga2Config, Paes, PaesConfig,
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RandomSearch, RandomSearchConfig, Spea2, Spea2Config,
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};
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