optimiz-rs/docs/source/api/differential_evolution.md

API: differential_evolution

from optimizr import differential_evolution

best_x, best_fx = differential_evolution(
    objective_fn,
    bounds,
    popsize=15,
    maxiter=1000,
    f=None,
    cr=None,
    strategy="rand1",
    seed=None,
    tol=1e-6,
    atol=1e-8,
    track_history=False,
    parallel=False,
    adaptive=False,
    constraint_penalty=1000.0,
)

• objective_fn: callable f(x: np.ndarray) -> float
• bounds: list of (min, max) tuples
• Strategies: rand1, best1, currenttobest1, rand2, best2
• Returns (best_x: np.ndarray, best_fx: float)