A strategy cooperative algorithm based on state-awareness for large-scale multi-objective optimization

Hao Liu

doi:10.1016/j.swevo.2025.102165

A strategy cooperative algorithm based on state-awareness for large-scale multi-objective optimization

2025-09-29

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杨圣祥 (Shengxiang Yang)

DOI：10.1016/j.swevo.2025.102165

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• State-aware mechanism for large-scale multi-objective optimization, balancing diversity and convergence in high-dimensional landscapes. • Adaptive strategy collaboration (DPCSO-GES) dynamically adjusts search processes to boost efficiency under dimension constraints. • Experimental results show competitive performance on LSMOP and LMF text suites, outperforming state-of-the-art algorithms.

A strategy cooperative algorithm based on state-awareness for large-scale multi-objective optimization

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