Browsing by Author "Lin, Hongyu"

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Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization

Liang, Jing; Lin, Hongyu; Yue, Caitong; Suganthan, Ponnuthurai Nagaratnam; Wang, Yaonan ( Institute of Electrical and Electronics Engineers Inc. , 2024 , Article)
In multimodal multiobjective optimization problems (MMOPs), there are several Pareto optimal solutions corresponding to the identical objective vector. This paper proposes a new differential evolution algorithm to solve ...
A single-objective Sequential Search Assistance-based Multi-Objective Algorithm Framework

Peng, Chen; Liang, Jing; Qiao, Kangjia; Ban, Xuanxuan; Suganthan, P.N.; Lin, Hongyu; Zhang, Jilong... more authors ... less authors ( Elsevier , 2025 , Article)
In recent years, multi-objective optimization has garnered significant attention from researchers. Evolutionary algorithms are proven to be highly effective in solving complex optimization problems in plenty of cases. ...