Profile Bayesian Optimization for Expensive Computer Experiments

Courtney Kyger, James Fernandez, John A. Grunenwald +2

We propose a novel Bayesian optimization (BO) procedure aimed at identifying the "profile optima" of a deterministic black-box computer simulation that has a single control paramet…