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The problem of optimizing underlying functions has been well studied in recent several years.The purpose of algorithms in this research field is to find the optimizer of the underlying problem by requesting limited evaluations at carefully generated samples in design space.An important idea should be a trade-off between exploration and exploitation within limited number of evaluations.