feat: v0.5.0 — comprehensive documentation release
Theme: documentation and project polish. No public-API changes; this is the v0.5 release that elevates heuropt's docs/onboarding/governance to bar-setting status. Adds: - mdbook user guide at docs/book/ with intro, getting-started, defining-problems, choosing-an-algorithm, cookbook (7 recipes), comparison vs other libraries, stability/SemVer, migration guides. Deploys to https://swaits.github.io/heuropt/ via .github/workflows/ docs.yml. - Runnable rustdoc examples on every algorithm (35 of them), all exercised by cargo test --doc. - Three real-world examples: portfolio.rs (multi-obj with budget constraint), hyperparam_tuning.rs (BO + TPE), scheduling.rs (permutation via SA + SwapMutation against Smith's-rule oracle). - Governance: CONTRIBUTING.md, SECURITY.md, CODE_OF_CONDUCT.md (adopting builderscode.org's Builder's Code of Conduct), GitHub issue templates, PR template. Polishes: - README hero with badges + user-guide link. - lib.rs crate-level docs. - CHANGELOG entry for 0.5.0. Bumps Cargo.toml to 0.5.0.
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@@ -59,6 +59,38 @@ impl Default for CmaEsConfig {
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/// `Vec<f64>` decisions only. Bounds come from the embedded `RealBounds`
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/// field; both the initial mean and every offspring are clamped per
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/// dimension.
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///
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/// # Example
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///
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/// ```
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/// use heuropt::prelude::*;
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///
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/// struct Sphere;
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/// impl Problem for Sphere {
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/// type Decision = Vec<f64>;
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/// fn objectives(&self) -> ObjectiveSpace {
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/// ObjectiveSpace::new(vec![Objective::minimize("f")])
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/// }
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/// fn evaluate(&self, x: &Vec<f64>) -> Evaluation {
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/// Evaluation::new(vec![x.iter().map(|v| v * v).sum::<f64>()])
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/// }
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/// }
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///
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/// let mut opt = CmaEs::new(
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/// CmaEsConfig {
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/// population_size: 12,
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/// generations: 100,
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/// initial_sigma: 1.0,
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/// eigen_decomposition_period: 1,
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/// initial_mean: None,
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/// seed: 42,
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/// },
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/// RealBounds::new(vec![(-5.0, 5.0); 5]),
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/// );
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/// let r = opt.run(&Sphere);
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/// // CMA-ES converges aggressively on Sphere.
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/// assert!(r.best.unwrap().evaluation.objectives[0] < 1e-3);
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/// ```
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#[derive(Debug, Clone)]
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pub struct CmaEs {
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/// Algorithm configuration.
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