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.
This commit is contained in:
2026-05-05 14:33:12 -06:00
parent a9edb0916f
commit fa3f2e8fb0
65 changed files with 4176 additions and 20 deletions
+32
View File
@@ -59,6 +59,38 @@ impl Default for CmaEsConfig {
/// `Vec<f64>` decisions only. Bounds come from the embedded `RealBounds`
/// field; both the initial mean and every offspring are clamped per
/// dimension.
///
/// # Example
///
/// ```
/// use heuropt::prelude::*;
///
/// struct Sphere;
/// impl Problem for Sphere {
/// type Decision = Vec<f64>;
/// fn objectives(&self) -> ObjectiveSpace {
/// ObjectiveSpace::new(vec![Objective::minimize("f")])
/// }
/// fn evaluate(&self, x: &Vec<f64>) -> Evaluation {
/// Evaluation::new(vec![x.iter().map(|v| v * v).sum::<f64>()])
/// }
/// }
///
/// let mut opt = CmaEs::new(
/// CmaEsConfig {
/// population_size: 12,
/// generations: 100,
/// initial_sigma: 1.0,
/// eigen_decomposition_period: 1,
/// initial_mean: None,
/// seed: 42,
/// },
/// RealBounds::new(vec![(-5.0, 5.0); 5]),
/// );
/// let r = opt.run(&Sphere);
/// // CMA-ES converges aggressively on Sphere.
/// assert!(r.best.unwrap().evaluation.objectives[0] < 1e-3);
/// ```
#[derive(Debug, Clone)]
pub struct CmaEs {
/// Algorithm configuration.