Combined Global and Local Search for Optimization with Gaussian Process Models

Qun Meng, Songhao Wang, Szu Hui Ng

Gaussian process (GP) model based optimization is widely applied in simulation and machine learning. In general, it first estimates a GP model based on a few observations from the…