High-dimensional Black-box Optimization Under Uncertainty

Hadis Anahideh, Jay Rosenberger, Victoria Chen

Optimizing expensive black-box systems with limited data is an extremely challenging problem. As a resolution, we present a new surrogate optimization approach by addressing two ga…