基本信息

职称： 教授

系部： 运筹与统计系

办公室： 428

办公电话： 023-65362798

Email：   lijueyou@qq.com

 

 

社会兼职：重庆市运筹学学会常务理事

研究方向：

主要从事最优化方法和理论、大规模随机优化、分布式优化、稀疏优化、智能电网中的分布式优化、机器学习中的最优化方法等研究。

主讲课程： 数学分析，高等数学，模糊数学，最优化计算方法

 

代表论著：

1. J.Y. Li, C.J. Li, J. Fan, T.W. Huang, Online distributed stochastic gradient algorithm for non-convex optimization with compressed communication, IEEE Transactions on Automatic Control, 69(2):936-951, 2024.

2. J.Y. Li, C.Y. Gu, Z.Y. Wu, T.W. Huang, Online learning algorithm for distributed convex optimization with time-varying coupled constraints and bandit feedback. IEEE Transactions on Cybernetics, 52(2):1009-1020, 2022.

3. J.Y. Li, X. Zhu, Z.Y. Wu, T.W. Huang, Online distributed dual averaging algorithm for multi-agent bandit optimization over time-varying general directed networks. Information Sciences, 581: 678-693, 2021.

4. J.Y. Li, C. Li, W. Yu, X. Zhu and X. Yu, Distributed online bandit learning in dynamic environments over unbalanced digraphs, IEEE Transactions on Network Science and Engineering, 8(4): 3034-3047, 2021.

5. J.Y. Li, C.Y. Gu, Z.Y. Wu, Online distributed stochastic learning algorithm for convex optimization in time-varying directed networks. Neurocomputing, 2020, 416: 85-94.

6. C.Y. Gu, Z.Y. Wu, J.Y. Li*, Regularized dual gradient distributed method for constrained convex optimization over unbalanced directed graphs, Numerical Algorithms, 2020, 84:91-115.

7. C.Y. Gu, L. Jiang, J.Y. Li*, Z.Y. Wu, Privacy-preserving dual stochastic push-sum algorithm for distributed constrained optimization, Journal Optimization Theory and Applications, 197：20-50, 2023.

8. J.Y. Li, C.J. Li, Z.Y. Wu, X.Y. Wang, K.L. Teo, C.Z. Wu, Sparsity-promoting distributed charging control for plug-in electric vehicles in distribution networks, Applied Mathematical Modelling, 58:111-127, June 2018 . J.Y. Li , C.J. Li , Y. Xu , Z.Y. Dong, K.P. Wong , T.W. Huang, Noncooperative game-based distributed charging control for plug-in electric vehicles in distribution networks, IEEE Transactions on Industrial Informatics, 14(1):301-310,2018.

主持项目：

1. 主持国家自然科学基金项目3项，重庆市自然科学基金项目、重庆市教育委员会科技项目等省部级项目20余项，其中包括

2. 国家自然科学基金面上项目，11971083，机器学习中大规模非凸优化问题的分布式并行算法研究及其应用，2020/01-2023/12，52万元，主持，已结题

3. 国家自然科学基金青年项目，11501070，一类非凸结构型优化问题的算法研究及应用，2016/01-2018/12，18万元，主持，已结题

 

荣誉获奖：重庆市高校中青年骨干教师