A multiobjective evolutionary algorithm based on objective-space localization selection

• Main Authors: Zhou, Yuren, Chen, Zefeng, Huang, Zhengxin, Xiang, Yi
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Evolutionary Algorithm; Irregular Pareto Front
• Online Access: https://hdl.handle.net/10356/162386
• Institution: Nanyang Technological University

This article proposes a simple yet effective multiobjective evolutionary algorithm (EA) for dealing with problems with irregular Pareto front. The proposed algorithm does not need to deal with the issues of predefining weight vectors and calculating indicators in the search process. It is mainly bas...