Utopian point based decomposition for multi-objective optimization problems with complicated Pareto fronts

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Yutao Qi, Qingsai Zhang, Xiaoliang Ma, Yi-Ning Quan, Qiguang Miao

Published: 2017, Last Modified: 05 Nov 2025Appl. Soft Comput. 2017EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A Utopian point based decomposition method is proposed under the framework of MOEA/D algorithm.•It is an efficient way of enhancing the performance of MOEA/D on MOPs with irregularly shaped PFs.•The proposed MOEA/D-UP is less sensitive to the PF shape of the target MOPs.