A local correlation estimation surrogate-assisted bi-objective evolutionary algorithm for heterogeneous objectives

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Chenyan Gu, Handing Wang

Published: 2024, Last Modified: 04 Jun 2024Appl. Soft Comput. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A surrogate-assisted evolutionary algorithm is proposed for heterogeneous objectives.•A local objective correlation indicator guides the search for the cheap objective.•The experimental results have demonstrated its effectiveness.