科研项目情况

国家自然科学基金项目，2026-2029，项目负责人，在研
国家自然科学基金项目，2021-2024，项目负责人，结题
国家重点研发计划“网络协同制造和智能工厂”重点专项，2020-2023，项目参与人，结题
​江西省自然科学基金面上项目，2020-2022，项目负责人，结题
江西省教育厅科学技术研究项目，2017.01-2018.12，项目负责人，结题
江西省教育厅科学技术研究项目，2012.01-2013.12，项目负责人，结题
江西省教育厅青年基金项目，2012.01-2013.10，项目负责人，结题

获奖与荣誉情况

谢书政同学研究成果在《Swarm and Evolutionary Computation》上发表
刘智婷同学研究成果在《Expert Systems with Applications》上发表
陈洋涛同学研究成果在《Swarm and Evolutionary Computation》上发表
梁朋同学研究成果在《Expert Systems With Applications》上发表
梁朋同学研究成果在《Swarm and Evolutionary Computation》上发表
孙博同学研究成果在《Expert Systems with Applications》上发表
杨宁博士研究成果在《IEEE Transactions on Evolutionary Computation》上发表
曲乐霖同学研究成果在《Swarm and Evolutionary Computation》上发表
曾小龙同学研究成果在《Engineering Applications of Artificial Intelligence》上发表
叶淑梅同学研究成果在《Information Sciences》上发表
陈洋涛同学研究成果在《Swarm and Evolutionary Computation》上发表
梁朋同学研究成果在《Expert Systems with Applications》上发表

期刊论文

Wei Li, Zhiting Liu, Ning Yang, Qing Xu, Ying Huang, Weize Qin. A multi-distance co-selection evolutionary algorithm for many-objective optimization. Expert Systems with Applications,Volume 297,2026,129534. (SCI一区TOP期刊，领域权威期刊) [code]

Qing Xu, Shuzheng Xie, Ning Yang, Ying Huang, Shaochang Nie, Wei Li. Reinforcement knowledge sharing assisted two-archive evolutionary algorithm for many-objective optimization. Swarm and Evolutionary Computation,Volume 98,2025,102139. (SCI二区期刊，领域权威期刊) [code]

Peng Liang, Yangtao Chen, Yafeng Sun, Ying Huang, Wei Li. An information entropy-driven evolutionary algorithm based on reinforcement learning for many-objective optimization. Expert Systems with Applications,Volume 238,2024,122164. (SCI一区TOP期刊，领域权威期刊) [code]

Wei Li, Yangtao Chen, Yuehua Dong, Ying Huang. A solution potential-based adaptation reference vector evolutionary algorithm for many-objective optimization. Swarm and Evolutionary Computation, Volume 84, 2024, 101451. (SCI二区期刊，领域权威期刊) [code]

Wei Li, Peng Liang, Bo Sun, Yafeng Sun, Ying Huang. Reinforcement learning-based particle swarm optimization with neighborhood differential mutation strategy. Swarm and Evolutionary Computation, Volume 78, 2023, 101274. (SCI二区期刊，领域权威期刊) [code]

Wei Li, Bo Sun, Yafeng Sun, Ying Huang, Yiu-ming Cheung, Fangqing Gu. DC-SHADE-IF: An infeasible–feasible regions constrained optimization approach with diversity controller. Expert Systems with Applications, Volume 224,2023,119999. (SCI一区TOP期刊，领域权威期刊) [code]

Yuelin Qu, Yuhang Hu, Wei Li, Ying Huang. Promising boundaries explore and resource allocation evolutionary algorithm for constrained multiobjective optimization. Swarm and Evolutionary Computation Volume 92,2025,101819. (SCI二区期刊，领域权威期刊) [code]

Wei Li, Xiaolong Zeng, Ying Huang, Yiu-ming Cheung. HK-MOEA/D: A historical knowledge-guided resource allocation for decomposition multiobjective optimization. Engineering Applications of Artificial Intelligence Volume 139,Part A,2025,109482. (SCI一区TOP期刊，领域权威期刊) [code]

Yang, Ning and Liu, Hai-Lin. Bilevel Evolutionary Multi-objective Algorithm with Multiple Lower-level Search Modes. IEEE Transactions on Evolutionary Computation , Volume.30,1,296-310. (SCI一区Top期刊，领域权威期刊) [code]

W. Li, Y. Chen, Q. Cai, C. Wang, Y. Huang and S. Mahmoodi. Dual-Stage Hybrid Learning Particle Swarm Optimization Algorithm for Global Optimization Problems. Complex System Modeling and Simulation,Volume.2,4,288-306 (ESCI收录) [code]

W. Li, X. Yan and Y. Huang. Cooperative-Guided Ant Colony Optimization with Knowledge Learning for Job Shop Scheduling Problem. Tsinghua Sology, Volume.29,5,1283-1299. (SCI二区期刊) [code]

Wei Li, Xiang Meng, Ying Huang, Zhang-Hua Fu. Multipopulation cooperative particle swarm optimization with a mixed mutation strategy,Information Sciences. Information Sciences,Volume 529,2020,179-196. (SCI二区期刊) [code]

Wei Li, Cancan Wang, Ying Huang, Yiu-ming Cheung. Heuristic smoothing ant colony optimization with differential information for the traveling salesman problem. Applied Soft Computing,Volume 133,2023,109943. (SCI二区Top期刊) [code]

Wei Li, Xiang Meng, Ying Huang. Fitness distance correlation and mixed search strategy for differential evolution. Neurocomputing,Volume 458,2021,514-525. (SCI二区期刊) [code]

Li, Wei Li, Shanni Chen, Zhangxin Zhong, Liang Ouyang, Chengtian Self-feedback differential evolution adapting to fitness landscape characteristics. Soft Computing,Volume 23,1151–1163. (SCI四区期刊) [code]

Wei Li, Jianghui Jing, Yangtao Chen, Yishan Chen. A cooperative particle swarm optimization with difference learning. Information Sciences,Volume 643,2023,119238. (SCI二区期刊) [code]

Li, Wei, Sun, Yafeng,Huang, Ying,Yi, Jiangbing. An adaptive differential evolution algorithm using fitness distance correlation and neighbourhood-based mutation strategy. CONNECTION SCIENCE, Volume 34, 1, 829-856. (SCI三区期刊) [code]

Ying Huang, Ling Lai, Wei Li, Hui Wang. A differential evolution algorithm with ternary search tree for solving the three-dimensional packing problem. Information Sciences,Volume 606,2022,440-452. (SCI二区期刊) [code]

Ying Huang, Wei Li, Furong Tian, Xiang Meng. A fitness landscape ruggedness multiobjective differential evolution algorithm with a reinforcement learning strategy. Applied Soft Computing,Volume 96,2020,106693. (SCI二区Top期刊) [code]