feat(async): AsyncProblem trait + run_async on RandomSearch and DifferentialEvolution
Adds the headline async/await capability for IO-bound evaluations (HTTP services, RPC clients, spawned subprocesses) — the differentiator vs pymoo / hyperopt / MOEA Framework. No public-API breaks for synchronous users. The new surface is gated behind a new `async` feature flag. - core::async_problem::AsyncProblem trait (async fn evaluate_async). - algorithms::parallel_eval_async::evaluate_batch_async helper using futures::stream::FuturesOrdered with concurrency-bounded chunks; preserves input order so seeded determinism holds when evaluations are themselves deterministic. - run_async on RandomSearch and DifferentialEvolution. - examples/async_eval.rs: simulated 20 ms remote service. concurrency=1 → 4.2 s, concurrency=4 → 2.1 s (2× speedup). Bumps Cargo.toml to 0.8.0; CHANGELOG entry covers the above plus a note that 0.6.0/0.7.0 on crates.io are yanked experimentals and 0.8 picks up cleanly from 0.5.
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@@ -22,6 +22,8 @@ pub mod nsga3;
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pub mod one_plus_one_es;
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pub mod paes;
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pub(crate) mod parallel_eval;
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#[cfg(feature = "async")]
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pub(crate) mod parallel_eval_async;
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pub mod particle_swarm;
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pub mod pesa2;
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pub mod random_search;
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