Bayesian Optimization (scikit-optimize, GP-EI)

Gaussian-process Bayesian optimization via scikit-optimize's gp_minimize with Expected Improvement as the acquisition function.

• Good for: continuous-heavy spaces with expensive evaluations and budgets in the tens.
• Dependencies: scikit-optimize, scikit-learn, numpy.
• Falls back to random search if skopt is unavailable in the runtime image.