徐梦薇

个人简历

徐梦薇.png

【个人简介】

徐梦薇,女,汉族,1987年10月,博士研究生,副教授,

【工作与教育经历】

2020/06 - 至今 河北工业大学,理学院

2015/04 - 2020/05  天津大学,数学学院

2010.09 - 2012.09 University of Victoria (加拿大) 联合培养两年,专业:运筹学与控制论,导师:Jane Ye 教授

2009.09 – 2015.03 大连理工大学  博士,专业:运筹学与控制论

2005.09 - 2009.07: 大连理工大学本科,专业:应用数学系(数学与应用数学)

【研究领域】

双层规划问题理论和算法、非光滑问题的约束规范

【主讲课程】

随机优化、最优化方法、线性代数及其应用、概率论与数理统计

【研究生招生学科方向】

硕士:运筹学与控制论、信息与计算科学

【教研/科研项目】

[1] 国家自然科学基金面上项目(NO.12071342), 双层规划问题的约束规范与光滑函数方法的研究,2021-2024,主持

[2] 河北省自然科学优秀青年基金项目(A2020202030), 两阶段随机锥约束优化问题的稳定性分析,2020-2022,主持

[3] 国家自然科学基金青年基金项目(NO.11601376),双层规划问题的二阶最优性条件与光滑函数方法,2017-2019,主持

【代表性论文】

(1) Mengwei Xu, Jane J. Ye and Liwei Zhang, Smoothing SQP methods for solving degenerate nonsmooth constrained optimization problems with applications to bilevel programs, SIAM Journal on Optimization, 25: 1388-1410 (2015).

(2) Gui-Hua Lin, Mengwei Xu and Jane J. Ye, On solving simple bilevel programs with a nonconvex lower level program, Mathematical Programming,series A, 144, 277-305 (2014).

(3) Mengwei Xu and Jane J. Ye, A smoothing augmented Lagrangian method for solving simple bilevel programs, Computational Optimization and Applications, 59, 353-377 (2014).

(4) Mengwei Xu, Soon-Yi Wu and Jane J. Ye, Solving semi-infinite programs by smoothing projected gradient method, Computational Optimization and Applications,59, 591-616 (2014).

(5) Mengwei Xu, Jane J. Ye and Liwei Zhang, Smoothing augmented Lagrangian method for nonsmooth constrained optimization problems, Journal of Global Optimization,62: 675-694 (2015).

(6) Qingsong Duan, Mengwei Xu (Corresponding Author), Shaoyan Guo and Liwei Zhang, Quantitative Stability of Two-Stage Linear Second-Order Conic Stochastic Programs with Full Random Recourse, Asia-Pacific Journal of Operational Research, 35.05, 1850031 (2018).

(7) Qingsong Duan, Mengwei Xu (Corresponding Author), Yue Lu and Liwei Zhang, A smoothing augmented Lagrangian method for nonconvex, nonsmooth constrained programs and its applications to bilevel problems, Journal of Industrial and Management Optimization, 15(3): 1241-1261 (2019).

(8) Mengwei Xu and Jane J. Ye, Relaxed constant positive linear dependence constraint qualification and its application to bilevel programs, Journal of Global Optimization,78:181-205 (2020).

(9) Qingsong Duan, Mengwei Xu (Corresponding Author), Liwei Zhang and Sainan Zhang, Hadamard directional differentiability of the optimal value of a linear second-order conic programming problem, Journal of Industrial and Management Optimization, 17(6): 3085-3098, (2021).

【教学科研获奖】

[1] 2021年度 河北省数学会青年学术奖 一等奖

[2] 2017年度 天津大学沈志康奖教金

【联系方式】

邮箱:xumengw9@163.com