aphBO-2GP-3B: A budgeted asynchronous parallel multi-acquisition functions for constrained Bayesian optimization on high-performing computing architecture

no code implementations • 20 Mar 2020 • Anh Tran, Mike Eldred, Tim Wildey, Scott McCann, Jing Sun, Robert J. Visintainer

First, the efficiency of the Bayesian optimization is improved, where multiple input locations are evaluated massively parallel in an asynchronous manner to accelerate the optimization convergence with respect to physical runtime.

Bayesian Optimization Gaussian Processes