chore(release): bump to v0.2.0 and update CHANGELOG

Substantial v0.2.0 release on top of v0.1.0:

**21 new algorithms:**
- Single-objective: HillClimber, SimulatedAnnealing, GeneticAlgorithm,
  ParticleSwarm, CmaEs, TabuSearch, AntColonyTsp, Umda, Tlbo
- Multi-objective: Mopso, Ibea, SmsEmoa, Hype, Rvea, PesaII,
  EpsilonMoea, AgeMoea, Grea, Knea

**5 new operators:**
BoundedGaussianMutation, SimulatedBinaryCrossover (SBX),
PolynomialMutation, CompositeVariation, LevyMutation

**New utility:** `hypervolume_nd` (HSO algorithm) for arbitrary
dimensionality

**New examples:** `compare` (multi-seed harness across 7 benchmark
problems and 19 algorithms), `benchmarks` (canonical reference runs),
`jiggly_tuning` (real-world 4-objective firmware tuning)

**New feature flag:** `parallel` (rayon-backed population evaluation)

**README:** added an explanatory algorithm-selection decision tree

No breaking changes to v0.1.0 public API.
This commit is contained in:
2026-05-05 09:51:12 -06:00
parent 26385fdb43
commit 5a0475c678
3 changed files with 96 additions and 4 deletions
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@@ -17,13 +17,13 @@ framework concepts.
```toml
[dependencies]
heuropt = "0.1"
heuropt = "0.2"
# Optional features:
# - "serde": derive Serialize/Deserialize on the core data types.
# - "parallel": evaluate populations across rayon's thread pool.
# Seeded runs stay bit-identical to serial mode.
# heuropt = { version = "0.1", features = ["serde", "parallel"] }
# heuropt = { version = "0.2", features = ["serde", "parallel"] }
```
## Define a problem