most citedExploiting Active Subspaces in Global Optimization: How Complex is your Problem?

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stat.ML2018

On efficient global optimization via universal Kriging surrogate models

Pramudita Satria Palar, Koji Shimoyama

In this paper, we investigate the capability of the universal Kriging (UK) model for single-objective global optimization applied within an efficient global optimization (EGO) fram…