Bayesian optimization for modular black-box systems with switching costs

Chi-Heng Lin, Joseph D. Miano, Eva L. Dyer

Most existing black-box optimization methods assume that all variables in the system being optimized have equal cost and can change freely at each iteration. However, in many real…