杨美佳

讲师

讲师
信息与计算科学系
myang@ustb.edu.cn

  • 所在梯队:运筹学与控制梯队
  • 办公地点:理化楼214
  • 本科生课程:运筹学,概率论与数理统计
  • 研究生课程:运筹学
  • 研究领域:运筹与优化

教育经历

2014.09-2020.07,北京航空航天大学,数学科学学院,理学博士

2018.09-2019.09,美国北卡罗来纳州立大学,工业工程系,联合培养

2010.09-2014.07,中央民族大学,理学院,理学学士


工作经历

2020-2022,北京科技大学,数理学院,师资博士后

2023年至今,北京科技大学,数理学院,讲师


科研业绩

代表性论著

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


科研项目

1. 中国博士后科学基金,非二次S引理的理论与应用,2020.11-2022.11,主持
2. 中央高校基本科研业务费,非凸非二次优化问题的择一性定理及其应用,2020.12-2022.12,主持
3. 国家自然科学基金青年科学基金,一致与偏一致非凸二次优化问题的理论与算法,2022.1-2024.12,主持


获得奖励

北京航空航天大学优秀博士学位论文(2021)

北京航空航天大学优秀毕业生(2020)

博士研究生国家奖学金(2018)

中国运筹学会数学规划分会研究生论坛优秀成果奖(2016)

北京市优秀毕业生(2014)

北京市三好学生(2013)


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