A Surrogate-Assisted Differential Evolution with fitness-independent parameter adaptation for high-dimensional expensive optimization. - Laiqi Yu; Chongle Ren; Zhenyu Meng (Inf. Sci., 2024)

Surrogate-Assisted Differential Evolution with multiple sampling mechanisms for high-dimensional expensive problems. - Laiqi Yu; Zhenyu Meng (Inf. Sci., 2025)

Surrogate-assisted differential evolution: A survey. - Laiqi Yu; Zhenyu Meng; Lingping Kong 001; Václav Snásel; Jeng-Shyang Pan 001 (Swarm Evol. Comput., 2025)

A Hierarchical Surrogate-Assisted Differential Evolution With Core Space Localization. - Laiqi Yu; Zhenyu Meng; Haibin Zhu 001 (IEEE Trans. Cybern., 2025)