A simple two-stage evolutionary algorithm for constrained multi-objective optimization. - Fei Ming; Wenyin Gong; Huixiang Zhen; Shuijia Li; Ling Wang 001; Zuowen Liao (Knowl. Based Syst., 2021)

A data-driven evolutionary algorithm with multi-evolutionary sampling strategy for expensive optimization. - Fangzhou Yu; Wenyin Gong; Huixiang Zhen (Knowl. Based Syst., 2022)

Offline data-driven evolutionary optimization based on model selection. - Huixiang Zhen; Wenyin Gong; Ling Wang 001 (Swarm Evol. Comput., 2022)

Evolutionary Sampling Agent for Expensive Problems. - Huixiang Zhen; Wenyin Gong; Ling Wang 001 (IEEE Trans. Evol. Comput., 2023)

Two-Stage Data-Driven Evolutionary Optimization for High-Dimensional Expensive Problems. - Huixiang Zhen; Wenyin Gong; Ling Wang 001; Fei Ming; Zuowen Liao (IEEE Trans. Cybern., 2023)

Neighborhood evolutionary sampling with dynamic repulsion for expensive multimodal optimization. - Huixiang Zhen; Shijie Xiong; Wenyin Gong; Ling Wang 001 (Inf. Sci., 2023)

Offline data-driven optimization based on dual-scale surrogate ensemble. - Junhua Ku; Huixiang Zhen; Wenyin Gong (Memetic Comput., 2023)

Constrained multi-objective optimization evolutionary algorithm for real-world continuous mechanical design problems. - Fei Ming; Wenyin Gong; Huixiang Zhen; Ling Wang 001; Liang Gao 001 (Eng. Appl. Artif. Intell., 2024)

Constrained Multiobjective Optimization via Relaxations on Both Constraints and Objectives. - Fei Ming; Bing Xue 001; Mengjie Zhang 001; Wenyin Gong; Huixiang Zhen (IEEE Trans. Artif. Intell., 2024)

Offline evolutionary optimization with problem-driven model pool design and weighted model selection indicator. - Huixiang Zhen; Bing Xue 001; Wenyin Gong; Mengjie Zhang 001; Ling Wang (Swarm Evol. Comput., 2025)

Composite Indicator-Guided Infilling Sampling for Expensive Multi-Objective Optimization. - Huixiang Zhen; Xiaotong Li; Wenyin Gong; Ling Wang; Xiangyun Hu (CoRR, 2025)