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An individual adaptive evolution and regional collaboration based evolutionary algorithm for large-scale constrained multiobjective optimization problems

Kunjie, Yu; Yang, Zhenyu; Liang, Jing; Qiao, Kangjia; Qu, Boyang; ... more authors ... less authors ( Elsevier , 2025 , Article)

Large-scale constrained multiobjective optimization problems (LSCMOPs) refer to constrained multiobjective optimization problems (CMOPs) with large-scale decision variables. When using evolutionary algorithms to solve ...

Constrained large-scale multiobjective optimization based on a competitive and cooperative swarm optimizer

Jinlong, Zhou; Zhang, Yinggui; Suganthan, Ponnuthurai Nagaratnam ( Elsevier , 2024 , Article)

Many engineering application problems can be modeled as constrained multiobjective optimization problems (CMOPs), which have attracted much attention. In solving CMOPs, existing algorithms encounter difficulties in balancing ...