A Novel Evolutionary Algorithm with Adaptation Mechanism for Fuzzy Permutation Flow-Shop Scheduling. - Zi-Xiao Pan; Ling Wang 001; Jing-Fang Chen 001; Yuting Wu (CEC, 2021)

A Review of Reinforcement Learning Based Intelligent Optimization for Manufacturing Scheduling. - Ling Wang 001; Zixiao Pan; Jingjing Wang (Complex Syst. Model. Simul., 2021)

A Knowledge-Based Two-Population Optimization Algorithm for Distributed Energy-Efficient Parallel Machines Scheduling. - Zi-Xiao Pan; Deming Lei; Ling Wang 001 (IEEE Trans. Cybern., 2022)

A Bi-Population Evolutionary Algorithm With Feedback for Energy-Efficient Fuzzy Flexible Job Shop Scheduling. - Zi-Xiao Pan; Deming Lei; Ling Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Deep Reinforcement Learning Based Optimization Algorithm for Permutation Flow-Shop Scheduling. - Zi-Xiao Pan; Ling Wang 001; Jingjing Wang; Jiawen Lu (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

A Learning-Based Multipopulation Evolutionary Optimization for Flexible Job Shop Scheduling Problem With Finite Transportation Resources. - Zixiao Pan; Ling Wang 001; Jie Zheng 001; Jing-Fang Chen 001; Xing Wang 015 (IEEE Trans. Evol. Comput., 2023)

A Predictive-Reactive Optimization Framework With Feedback-Based Knowledge Distillation for On-Demand Food Delivery. - Jie Zheng 001; Ling Wang 001; Jingfang Chen 001; Zi-Xiao Pan; Donghui Li; Yile Liang; Xuetao Ding (IEEE Trans. Intell. Transp. Syst., 2023)

Evolutionary computation and reinforcement learning integrated algorithm for distributed heterogeneous flowshop scheduling. - Rui Li 087; Ling Wang 001; Wenyin Gong; Jingfang Chen 001; Zixiao Pan; Yuting Wu; Yang Yu 005 (Eng. Appl. Artif. Intell., 2024)

A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer. - Yuting Wu; Ling Wang 001; Jingfang Chen 001; Jie Zheng 001; Zixiao Pan (Int. J. Prod. Res., 2024)

A Knowledge-Guided End-to-End Optimization Framework Based on Reinforcement Learning for Flow Shop Scheduling. - Zixiao Pan; Ling Wang 001; Chenxin Dong; Jing-Fang Chen 001 (IEEE Trans. Ind. Informatics, 2024)

Double DQN-Based Coevolution for Green Distributed Heterogeneous Hybrid Flowshop Scheduling With Multiple Priorities of Jobs. - Rui Li 087; Wenyin Gong; Ling Wang 001; Chao Lu 008; Zixiao Pan; Xinying Zhuang (IEEE Trans Autom. Sci. Eng., 2024)

Distributed Energy-Efficient Flexible Manufacturing With Assembly and Transportation: A Knowledge-Based Bi-Hierarchical Optimization Approach. - Zixiao Pan; Ling Wang 001; Jingjing Wang; Yang Yu 005; Rui Li 087 (IEEE Trans Autom. Sci. Eng., 2025)

A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling. - Zixiao Pan; Ling Wang 001; Jingjing Wang; Qingfu Zhang 001 (IEEE Trans. Evol. Comput., 2025)