Author

Liang-Liang Sun

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Aug 2026

A Multimodal Multiobjective Particle Swarm Optimization Algorithm Based on Special Crowding Distance and a Modality-Aware Strategy.

A multimodal multiobjective particle swarm optimization (MOPSO) algorithm based on special crowding distance (SCD) and a modality-aware strategy (MMOPSO_SCDMA) that significantly outperforms 11 existing state-of-the-art algorithms across multiple performance metrics.

Liang-Liang Sun, Tian-Hao Fu, Zheng-Hao Song et al. · IEEE Transactions on Cyberne... · 0 citations

Aug 2026

Differential evolution with fitness-based mutation strategy and diversity enhancement mechanism for numerical optimization

The experimental results show that FMDM-DE demonstrates superiority or strong competitiveness over seven state-of-the-art algorithms in terms of mean squared error, standard deviation, and optimization accuracy, indicating its excellent robustness and optimization capability.

Li-Qi Zhao, Zheng-Hao Song, Liang-Liang Sun et al. · Cluster Computing · 0 citations