科研项目情况

一种基于演化算法的高速视频流智能识别系统研究
基于演化计算的布尔函数流密码系统研究
基于适应度景观的进化算法及应用研究
融合混合搜索策略与适应度景观方法的优化算法及应用研究
离子型稀土产业集聚区域网络协同制造集成技术研究与应用示范
基于协同进化粒子群优化算法的离子型稀土浸矿过程及其污染问题研究

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
严祥方同学研究成果在《Tsinghua Science and Technology》上发表
荆将辉同学研究成果在《Information Sciences》期刊上发表
孙亚峰同学研究成果在《Expert Systems With Applications》期刊上发表
梁朋同学研究成果在《Swarm and Evolutionary Computation》期刊上发表
王灿灿同学研究成果在《Applied Soft Computing》期刊上发表
Fitness Distance Correlation Strategy for The RGV Dynamic Scheduling Problem
A Novel Differential Evolution with Staged Diversity Enhancement Strategy
Adaptive Particle Swarm Optimization Using Scale-Free Network Topology

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, Part C,2026,129534,ISSN 0957-4174. [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,ISSN 2210-6502 [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, Part E, 2024, 122164, ISSN 0957-4 [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, ISSN 2210-6502 [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, ISSN 2210-6502 [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, [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.Dec.2024,Accepted. [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.Oct.2024,Accepted. [code]

N. Yang and H. L. Liu, Bilevel Evolutionary Multi-objective Algorithm with Multiple Lower-level Search Modes, IEEE Transactions on Evolutionary Computation.Feb.2025,Published. ​ [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," in Complex System Modeling and Simulation, vol. 2, no. 4, pp. 288-306, December 2022 [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,ISSN 2210-6502 [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,ISSN 2210-6502 [code]

W. Li, X. Yan and Y. Huang, "Cooperative-Guided Ant Colony Optimization with Knowledge Learning for Job Shop Scheduling Problem," in Tsinghua Science and Technology, vol. 29, no. 5, pp. 1283-1299, October 2024 [code]

Wei Li, Xiang Meng, Ying Huang, Zhang-Hua Fu, Multipopulation cooperative particle swarm optimization with a mixed mutation strategy,Information Sciences,Volume 529,2020,Pages 179-196,ISSN 0020-0255 [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,ISSN 1568-4946 [code]

Wei Li, Xiang Meng, Ying Huang,Fitness distance correlation and mixed search strategy for differential evolution,Neurocomputing,Volume 458,2021,Pages 514-525,ISSN 0925-2312 [code]

Li, W., Li, S., Chen, Z. et al. Self-feedback differential evolution adapting to fitness landscape characteristics. Soft Comput 23, 1151–1163 (2019) [code]

Wei Li, Jianghui Jing, Yangtao Chen, Yishan Chen,A cooperative particle swarm optimization with difference learning,Information Sciences,Volume 643,2023,119238,ISSN 0020-0255 [code]

Li, W., Sun, YF.,Huang, Y.et al.An adaptive differential evolution algorithm using fitness distance correlation and neighbourhood-based mutation strategy SO CONNECTION SCIENCE [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,Pages 440-452 [code]