Surrogate-assisted fully-informed particle swarm optimization for high-dimensional expensive optimization. - Chongle Ren; Qiutong Xu; Zhenyu Meng; Jeng-Shyang Pan 001 (Appl. Soft Comput., 2024)

Differential Evolution with fitness-difference based parameter control and hypervolume diversity indicator for numerical optimization. - Chongle Ren; Zhenghao Song; Zhenyu Meng (Eng. Appl. Artif. Intell., 2024)

An adaptive differential evolution with opposition-learning based diversity enhancement. - Zhenghao Song; Chongle Ren; Zhenyu Meng (Expert Syst. Appl., 2024)

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

Photovoltaic model parameters identification using diversity improvement-oriented differential evolution. - Chongle Ren; Zhenghao Song; Zhenyu Meng (Swarm Evol. Comput., 2024)

Differential Evolution with perturbation mechanism and covariance matrix based stagnation indicator for numerical optimization. - Zhenghao Song; Chongle Ren; Zhenyu Meng (Swarm Evol. Comput., 2024)

A survey on expensive optimization problems using differential evolution. - Chongle Ren; Zhenyu Meng (Appl. Soft Comput., 2025)

Parameter Identification of Photovoltaic Models Using an Improved Differential Evolution With Selective Perturbation. - Zhenghao Song; Chongle Ren; Zhenyu Meng (IEEE Trans. Ind. Informatics, 2025)

Surrogate-Assisted Differential Evolution With Search Space Tightening for High-Dimensional Expensive Optimization Problems. - Rongfeng Zhou; Chongle Ren; Zhenyu Meng; Haibin Zhu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)