講師
信息與計算科學系
myang@ustb.edu.cn
2014.09-2020.07,北京航空航天大學,數學科學學院,理學博士
2018.09-2019.09,美國北卡羅來納州立大學,工業工程系,聯合培養
2010.09-2014.07,中央民族大學,理學院,理學學士
2020-2022,永利集團3044am官方入口,永利集團3044am官方入口,師資博士后
2023年至今,永利集團3044am官方入口,永利集團3044am官方入口,講師
代表性論著
1. L. Wang, Y. Chen, H. Jiao, Y. Xiao, M. Yang*: Globally maximizing the ratio of two generalized quadratic matrix form functions over the Stiefel manifold. Numerical Algorithms. 2024, to appear.
2. M. Yang, S. Wang*, Y. Xia: Non-quadratic extension of homogeneous S-lemma and its applications in otimization. Journal of Industrial and Management Optimization. 19(9), 6826-6834, 2023
3. M. Yang, J. Zheng, Y. Xia*: On the generalized trace ratio problem. Optimization.
72(11), 2721-2737, 2022
4. M. Yang, S. Wang, Y. Xia*: Toward Nonquadratic S-Lemma: New Theory and Application in Nonconvex Optimization. J. Optim. Theory Appl. 194:353–363, 2022
5. Y. Xia, M. Yang, S. Wang*: Chebyshev Center of the Intersection of Balls: Complexity, Relaxation and Approximation. Mathematical Programming. 187:287-315, 2021
6. M. Yang, Y. Xia*: On Lagrangian duality gap of quadratic fractional programming with a two-sided quadratic constraint. Optimization Letters, 14, 569–578, 2020
7. X. Cen, Y. Xia*, M. Yang: Semidefinite relaxation for the total least squares problem with Tikhonov-like regularization. Optimization. 70(2), 1-18, 2020
8. Y. Xia, L. Wang, M. Yang*: A fast algorithm for globally solving Tikhonov regularized total least squares problem. Journal of Global Optimization. 73(2), 311-330, 2019
9. Y. Liu, K. Guo*, M. Yang: Convergence study on the logarithmic-quadratic proximal regularization of strictly contractive Peaceman-Rachford splitting method with larger step-size. International Journal of Computer Mathematics. 97(8), 1-23, 2019
10. M. Yang, Y. Xia*, J. Wang, J. Peng: Efficiently solving total least squares with Tikhonov identical regularization. Computational Optimization and Applications, 70(2), 571-592, 2018
11. Mei-Jia Yang, Yong Xia*, Hui-Min Zou, On linearization techniques for budget-constrained binary quadratic programming problems, Operations Research Letters, 44(6), 702-705, 2016
科研項目
1. 中國博士后科學基金,非二次S引理的理論與應用,2020.11-2022.11,主持
2. 中央高校基本科研業務費,非凸非二次優化問題的擇一性定理及其應用,2020.12-2022.12,主持
3. 國家自然科學基金青年科學基金,一致與偏一致非凸二次優化問題的理論與算法,2022.1-2024.12,主持
北京航空航天大學優秀博士學位論文(2021)
北京航空航天大學優秀畢業生(2020)
博士研究生國家獎學金(2018)
中國運籌學會數學規劃分會研究生論壇優秀成果獎(2016)
北京市優秀畢業生(2014)
北京市三好學生(2013)