Robust Parameter Design on Dual Stochastic Response Models With Constrained Bayesian Optimization

Iterative Durability Design of Products via Degradation-Informed Bayesian Optimization

“…BO has demonstrated great flexibility and extensive adoption. In particular, BO has been studied across different domains including hyperparameter tuning of machine learning models [23], [24], discovery of drugs [25], and A/B testing [26]. For these reasons, BO will be the primary focus of the proposed study.…”