swaits
9ae1df68cb
CHANGELOG entry for the v0.3.0 cohort, version bump in Cargo.toml and README. Theme: filling heuropt's expensive-evaluation and constraint- handling gaps. Algorithms (9 new): OnePlusOneEs, NelderMead, IpopCmaEs, BayesianOpt, SeparableNes, Tpe, Hyperband. Operators (1 new): LevyMutation. Repair operators (1 trait + 2 impls): Repair<D> with ClampToBounds and ProjectToSimplex. Selection helpers (1 new): stochastic_ranking_select. Internal helpers: Cholesky factorization (used by BO). API additions: - CmaEsConfig.initial_mean: Option<Vec<f64>> (None preserves existing midpoint-of-bounds behavior; used by IpopCmaEs to inject restart diversity). - New PartialProblem trait — multi-fidelity contract used by Hyperband. No breaking changes to v0.2.0 public API.
26 lines
778 B
TOML
26 lines
778 B
TOML
[package]
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name = "heuropt"
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version = "0.3.0"
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edition = "2024"
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rust-version = "1.85"
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authors = ["Stephen Waits <steve@waits.net>"]
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description = "A practical Rust toolkit for heuristic single-, multi-, and many-objective optimization."
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license = "MIT"
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readme = "README.md"
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repository = "https://github.com/swaits/heuropt"
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homepage = "https://github.com/swaits/heuropt"
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documentation = "https://docs.rs/heuropt"
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keywords = ["optimization", "evolutionary", "nsga", "pareto", "moead"]
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categories = ["algorithms", "science", "mathematics", "simulation"]
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[features]
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default = []
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serde = ["dep:serde"]
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parallel = ["dep:rayon"]
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[dependencies]
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rand = "0.9"
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rand_distr = "0.5"
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rayon = { version = "1", optional = true }
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serde = { version = "1", features = ["derive"], optional = true }
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