A benchmark of kriging-based infill criteria for noisy optimization

Abstract

Responses of many real-world problems can only be evaluated perturbed by noise. In order to make an efficient optimization of these problems possible, intelligent optimization strategies successfully coping with noisy evaluations are required. In this article, a comprehensive comparison of existing kriging-based methods for the optimization of noisy… (More)

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