贲树军 - 华南理工大学

个人简介

2016.7- 至今华南理工大学数学学院讲师 2014.9-2016.7 中科院数学与系统科学研究院博士后指导老师：袁亚湘院士 2009.9-2014.6 华南理工大学获理学博士学位指导老师：潘少华教授 2005.9-2009.6 广西大学获理学学士学位

研究领域

矩阵优化的理论、算法及应用

近期论文

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[8] Shujun Bi and Shaohua Pan, Multistage Convex Relaxation Approach to Rank Regularized Minimization Problems Based on Equivalent Mathematical Program with a Generalized Complementarity Constraint, SIAM Journal on Control and Optimization, Vol. 55, No. 4, pp. 2493–2518, 2017. [7] Shujun Bi and Shaohua Pan, Error bounds for rank constrained optimization problems and applications, Operations Research Letters, Vol. 44, pp. 336-341, 2016. [6] Le Han, Shujun Bi and Shaohua Pan, Two-stage convex relaxation approach to least squares loss constrained low-rank plus sparsity optimization problems, Computational Optimization and Applications, DOI 10.1007/s10589-015-9797-6, 2015. [5] Shujun Bi, Xiaolan Liu and Shaohua Pan, Exact penalty decomposition method for zero-norm minimization based on MPEC formulation, SIAM Journal on Scientific Computing, Vol. 38, No. 4, pp. A1451-A1477, 2014. [4] Shujun Bi, Le Han and Shaohua Pan, Approximation of rank function and its application to the nearest low-rank correlation matrix, Journal of Global Optimization, Vol. 57, pp. 1113-1137, 2013. [3] Le Han, Shujun Bi and Shaohua Pan, Nonsingularity of FB system and constraint nondegeneracy in semidefinite programming, Numerical Algorithms, Vol. 62, No. 1, pp. 79-113, 2013. [2] Shujun Bi, Shaohua Pan and Jein-Shan Chen, The same growth of FB and NR symmetric cone complementarity functions, Optimization Letters, Vol. 6, pp. 153-162, 2012. [1] Shujun Bi, Shaohua Pan and Jein-Shan Chen, Nonsingularity conditions for the Fischer–Burmeister system of nonlinear SDPs, SIAM Journal on Optimization, Vol. 21, No. 4, pp. 1392-1417, 2011.