consider Efficient Global Optimization (EGO), a global search algorithm that is known to work well for expensive black box …

response surface). We propose the multiple surrogate efficient global optimization (MSEGO) algorithm, which adds several points … global optimization (EGO) algorithm. However, adding one single point at a time may not be efficient when the main concern is … surrogate uncertainty estimator to guide the selection of the next sampling candidate are readily available, e.g., the efficient …