Browsing by Author "Fu, Liuwei"

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An adaptation reference-point-based multiobjective evolutionary algorithm

Zou, Juan; Fu, Liuwei; Yang, Shengxiang; Zheng, Jinhua; Ruan, Gan; Pei, Tingrui; Wang, Lei (Article)

It is well known that maintaining a good balance between convergence and diversity is crucial to the performance of multiobjective optimization algorithms (MOEAs). However, the Pareto front (PF) of multiobjective optimization ...
A many-objective evolutionary algorithm based on rotated grid

Zou, Juan; Fu, Liuwei; Yang, Shengxiang; Zheng, Jinhua; Yu, Guo; Hu, Yaru (Article)

Evolutionary optimization algorithms, a meta-heuristic approach, often encounter considerable challenges in many-objective optimization problems (MaOPs). The Pareto-based dominance loses its effectiveness in MaOPs, which ...
A proportion-based selection scheme for multi-objective optimization

Fu, Liuwei; Zou, Juan; Yang, Shengxiang; Ruan, Gan; Zheng, Jinhua; Ma, Zhongwei (Conference)

Classical multi-objective evolutionary algorithms (MOEAs) have been proven to be inefficient for solving multiobjective optimizations problems when the number of objectives increases due to the lack of sufficient selection ...