On the Implementation of a Bayesian Optimization Framework for Interconnected Systems

Leonardo D. González, Victor M. Zavala

Bayesian optimization (BO) is an effective paradigm for the optimization of expensive-to-sample systems. Standard BO learns the performance of a system $f(x)$ by using a Gaussian P…