most citedEnhancing hierarchical surrogate-assisted evolutionary algorithm for high-dimensional expensive optimization via random projection

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cs.NE2021★ 1 cited

Enhancing hierarchical surrogate-assisted evolutionary algorithm for high-dimensional expensive optimization via random projection

Xiaodong Ren, Daofu Guo, Zhigang Ren +2

By remarkably reducing real fitness evaluations, surrogate-assisted evolutionary algorithms (SAEAs), especially hierarchical SAEAs, have been shown to be effective in solving compu…