个人简介

       研究方向：锥优化、矩阵优化、逆问题算法等，在本领域重要期刊如Computational Optimization and Applications、Journal of Global Optimization、Optimization、Numerical Functional Analysis and Optimization、Journal of Industrial and Management Optimization、Pacific Journal of Optimization 、Journal of Nonlinear and Convex Analysis等杂志发表学术论文二十篇，其中参与撰写的学术论文A space decomposition scheme for maximum eigenvalue functions and its applications荣获辽宁省自然科学学术成果奖三等奖；现主持完成国家自然科学基金青年基金一项、天津师范大学博士基金一项、参与完成国家自然科学基金青年基金一项，参与在研国家自然科学基金面上基金和天津市应用基础研究项目面上基金各一项；SIAM会员、Mathmatical Reviews评论员、中国运筹学会会员、天津数学会会员；2016年入选天津市131创新人才（第三层次）并荣获天津师范大学优秀班主任、2017年荣获第二届天津市数学会青年学术奖三等奖和参加天津师范大学第15期中青年骨干教师培训班学习并获得结业证书。

个人经历

承担课程

本科生： 运筹学、最优化方法、C语言程序设计、高等数学

研究生： 数值最优化

成果

1. 科研项目

2018/09-2022/12 项目参与人, 叠层衍射成像的快速盲重建算法及其三维成像, 国家自然科学基金-面上基金 (No. 11871372), 在研

2018/04-2021/03 项目参与人, 稀疏表示驱动的相位恢复快速成像算法研究, 天津市应用基础研究项目-面上基金 (No. 18JCYBJC16600), 在研

2017/01-2019/12 项目负责人, 稀疏矩阵锥约束优化问题的最优化理论与数值算法, 国家自然科学基金-青年基金 (No. 11601389), 结题

2016/01-2018/12 项目负责人, 逆矩阵优化问题的算法设计, 天津师范大学博士基金 (No. 52XB1513), 结题

2014/01-2016/12 项目参与人, 半定参数广义方程与半定锥均衡约束数学规划问题, 国家自然科学基金-青年基金 (No. 11301049), 结题

2. 论文发表

Jie Zhang, Yu-Ping Duan, Yue Lu, Michael K. Ng and Hui-Bin Chang, Bilinear constraint based ADMM for mixed poisson-Gaussian noise removal, to appear in Inverse Problems and Imaging, 2020.

Ming Huang, Yue Lu, Jin-Long Yuan and Yang Li, A decomposition algorithm for the sums of the largest eigenvalues, to appear in Numerical Functional Analysis and Optimization, 2020.

Xin-He Miao, Yue Lu and Jein-Shan Chen, Construction of merit functions for ellipsoidal cone complementarity problem, to appear in Pacific Journal of Optimization, 2020.

Yue Lu and Jein-Shan Chen, Smooth analysis on cone function associated with ellipsoidal cone, Journal of Nonlinear and Convex Analysis, Vol. 21, No. 6, pp. 1327-1347, 2020.

Robert Ebihart Msigwa, Yue Lu and Li-Wei Zhang, A perturbation-based approach for continuous network design problem with link capacity expansion, International Journal of Operational Research, Vol.37 No. 1, pp.105-134, 2020.

Yue Lu, Ching-Yu Yang, Jein-Shan Chen and Hou-Duo Qi, The decompositions with respect to two core non-symmetric cones, Journal of Global Optimization, Vol.76, No. 1, pp. 155-188, 2020.

Cai-Ying Wu, Jia-Ming Zhan, Yue Lu and Jein-Shan Chen, Signal reconstruction by conjugate gradient algorithm based on smoothing ℓ1-norm, Calcolo, Vol.56, No. 4, Article:42, 2019.

Yue Lu, Jein-Shan Chen and Ning Zhang, No gap second-order optimality conditions for circular conic programs, Numerical Functional Analysis and Optimization, Vol.40, No. 10, pp. 1113-1135, 2019

Qing-Song Duan, Meng-Wei Xu, Yue Lu and Li-Wei Zhang, A smoothing augmented Lagrangian method for nonconvex, nonsmooth constrained programs and its applications to bilevel problems, Journal of Industrial and Management Optimization, Vol.15, No. 3, pp. 1241-1261, 2019.

Yue Lu, Ming Huang, Yi Zhang and Jian Gu, A nonconvex ADMM for a class of sparse inverse semidefinite quadratic programming problems, Optimization, Vol.68, No. 6, pp. 1075-1105, 2019.

Yue Lu and Jein-Shan Chen, The variational geometry, projection expression and decomposition associated with ellipsoidal cones, Journal of Nonlinear and Convex Analysis, Vol.20, No. 4, pp. 715-738, 2019.

Yue Lu and Jein-Shan Chen, On the self-duality and homogeneity of ellipsoidal cones, Journal of Nonlinear and Convex Analysis, Vol.19, No. 8, pp. 1355-1367, 2018.

Xin-He Miao, Yue Lu and Jein-Shan Chen, From symmetric cone optimization to nonsymmetric cone optimization: Spectral decomposition, nonsmooth analysis, and projections onto nonsymmetric cones, Pacific Journal of Optimization, Vol. 14, No. 3, pp. 399-419, 2018.

Ming Huang, Yue Lu, Li-Ping Pang and Zun-Quan Xia, A space decomposition scheme for maximum eigenvalue functions and its applications, Mathematical Methods of Operations Research, Vol. 85, No. 3, pp. 453–490, 2017.

Jia Wu, Yi Zhang, Li-Wei Zhang and Yue Lu, A sequential convex program approach to an inverse linear semidefinite programming problem, Asia Pacific Journal of Operational Research, Vol. 33, No. 4, 1650025, 2016.

Robert Ebihart Msigwa, Yue Lu, Ying-En Ge and Li-Wei Zhang, A smoothing approach for solving transportation problem with road toll pricing and capacity expansions, Journal of Inequalities and Applications, 2015:237, 2015.

Yue Lu, Ying-En Ge and Li-Wei Zhang, An alternating direction method for solving a class of inverse semi-definite quadratic programming problems, Journal of Industrial and Management Optimization, Vol. 12, No. 1, pp. 317-336, 2016.

Yue Lu and Li-Wei Zhang, The augmented Lagrangian method based on the APG strategy for an inverse damped gyroscopic eigenvalue problem, Computational Optimization and Applications, Vol. 62, No. 3, pp. 815-850, 2015.

Yue Lu, Jia Wu and Li-Wei Zhang, A smoothing majorization method for l(2)(2)-l(p)(p) matrix minimization, Optimization Methods & Software, Vol. 30, No. 4, pp. 1-24, 2015.

Robert Ebihart Msigwa, Yue Lu, Xian-Tao Xiao and Li-Wei Zhang, A perturbation-based approach for continuous network design problem with emissions, Numerical Algebra, Control and Optimization, Vol. 5, No. 2, pp. 135-149, 2015.

卢越, 张继宏, 张立卫, 一类二次规划逆问题的交替方向数值方法, 运筹学学报, 18卷, 第2期, 1-16, 2014.

Yue Lu and Zhong-Wen Chen, A retrospective filter trust region algorithm for unconstrained optimization, Applied Mathematics, Vol. 1, No. 3, pp. 179-188, 2010.