职称: 讲师,硕士生导师 办公地址: yl6809永利博理楼 B210

个人简介

刘娜，yl6809永利讲师。主要研究方向为多智能体分布式优化、神经动力学优化算法。

科研项目

1.  2021.12-2024.12 服务效能影响因素变化规律定量分析，国家重点研发计划-子课题 (NO.2021YFF0900802)，30万，负责。

2.  2022.09-2024.03 基于迁移学习的浮选新过程智能调控决策方法研究，国家重点实验室开放基金 (NO. BGRIMM-KZSKL-2022-4)，10 万，第一参与人；

3.  2022.01-2025.12 分布式约束优化问题的神经动力学分布式算法研究，国家自然科学基金面上项目 (NO. 62176073)，58 万，主要参与人，本人排序 5；

4.  2018.01-2021.12 基于神经动力学优化方法的几类优化问题研究，国家自然科学基金面上项目 (NO. 61773136)，62 万，主要参与人，本人排序 8.

代表性论文

1.  Na Liu and Sitian Qin*，A Novel Neurodynamic Approach to Constrained Complex-variable Pseudoconvex Optimization, IEEE Transactions on Cybernetics (regular paper), 49(11): 3946-3956, 2019.

2.  Wenwen Jia, Na Liu, Sitian Qin*. An adaptive continuous-time algorithm for nonsmooth convex resource allocation optimization, IEEE Transactions on Automatic Control, DOI: 10.1109/TAC.2021.3137054.

3.  Na Liu and Sitian Qin*，A Neurodynamic Approach to Nonlinear Optimization Problems with Affine Equality and Convex Inequality Constraints, Neural Networks, 109, 147-158, 2019.

4.  Na Liu, Jun Wang and Sitian Qin*，A one-layer recurrent neural network for nonsmooth pseudoconvex optimization with quasiconvex inequality and affine equality constraints，Neural Networks, 147, 1-9, 2022.

5.  Na Liu, Zhiyuan Su, Yueting Chai and Sitian Qin*, Feedback neural network for constrained bi-objective convex optimization, Neurocomputing, 514, 127-136, 2022.

6.  Na Liu, Shijie Zhao and Sitian Qin*, A Power Reformulation Continuous-time Algorithm for Nonconvex Distributed Constrained Optimization Over Multi-agent Systems. Neurocomputing, 449, 258-209, 2021.

7.  Na Liu, Han Zhang, Yueting Chai, Sitian Qin, Two-stage continuous-time triggered algorithms for constrained distributed optimization over directed graphs. Journal of The Franklin Institute, 360 (2023) , 2159-2181.

8.  Na Liu, Wenwen Jia, Sitian Qin* and Jane Ye, Neural network model for constrained nonsmooth nonconvex optimization problems, Submitted to IEEE Transactions on Systems, Man and Cybernetics: Systems, Under Review.

9.  Na Liu and Wei Jiang*, A Numerical Method for Solving the Time Fractional Schrodinger Equation, Advances in Computational Mathematics, 44: 1235-1248, 2018.

10.  Wei Jiang* and Na Liu. A Numerical Method for Solving the Time Variable Fractional Order Mobile-immobile Advection-dispersion Model. Applied Numerical Mathematics, 119:18-32, 2017.