A Hybrid BSO-ACS Algorithm for Vehicle Routing Problem with Time Windows on Road Networks. - Mingde Liu; Yang Shen; Qi Zhao; Yuhui Shi 001 (CEC, 2020)

A Hybrid Brain Storm Optimization Algorithm for Dynamic Vehicle Routing Problem. - Mingde Liu; Yang Shen; Yuhui Shi (ICSI, 2020)

A Hybrid Swarm Intelligence Algorithm for Vehicle Routing Problem With Time Windows. - Yang Shen; Mingde Liu; Jian Yang 031; Yuhui Shi 001; Martin Middendorf (IEEE Access, 2020)

A Hybrid BSO-ACO for Dynamic Vehicle Routing Problem on Real-World Road Networks. - Mingde Liu; Qi Song; Qi Zhao; Ling Li; Zhiming Yang; Yingbin Zhang (IEEE Access, 2022)

Automatic Generating Test Data Based on Improved Particle Swarm Optimization Algorithm. - Mingde Liu; Qi Song (ICMLCA, 2023)

Vertical Channel Transistor (VCT) as Access Transistor for Future 4F2 DRAM Architecture. - Daohuan Feng; Yi Jiang; Yunsong Qiu; Yuhong Zheng; Harry Kim; Jaewoo Kim; Jian Chu; Guangsu Shao; Yucheng Liao; Chen Yang; Minrui Hu; Wenli Zhao; et al. (IMW, 2023)

A Hybrid Brain Storm Optimization Algorithm for Dynamic Vehicle Routing Problem With Time Windows. - Mingde Liu; Qi Zhao; Qi Song; Yingbin Zhang (IEEE Access, 2023)

Day-ahead wind power prediction using an ensemble model considering multiple indicators combined with error correction. - Siyi Zhang 010; Mingbo Liu; Mingde Liu; Zhenxing Lei; Guihua Zeng; Zirui Chen (Appl. Soft Comput., 2023)

Reachable set control of singular semi-Markov jump multi-agent systems with input delay via state decomposition method. - Mingde Liu; Liang Zhang 039; Ning Zhao 002; Sanaa Sharaf; Lun Li (J. Frankl. Inst., 2024)

Economic dispatch of virtual power plant using reinforcement learning method with improved state space and hybrid action representation. - Mingde Liu; Jianquan Zhu; Mingbo Liu (Eng. Appl. Artif. Intell., 2025)

Optimal AC Power Flow with Energy Storage and Renewable Energy: An Efficient RL Algorithm Capable of Handling Equality Constraints. - Mingde Liu; Jianquan Zhu; Mingbo Liu (Int. J. Comput. Intell. Syst., 2025)

Observer-based reachable set synthesis for multi-agent systems: A sampling-based distributed event-triggered strategy. - Mingde Liu; Liang Zhang; Ning Zhao; Xinjun Wang; Yongchao Liu (Appl. Math. Comput., 2026)