基本信息 办公电话： 电子邮件： zyluo@bjtu.edu.cn
通讯地址：北京市海淀区上园村3号 邮编：100044

教育背景 2001.09--2005.07 北京交通大学理学院 信息与计算科学 理学学士 2005.09--2010.07 北京交通大学理学院 运筹学与控制论 理学博士
工作经历 2014.12--至今 北京交通大学 副教授
2015.09--2016.09 新加坡国立大学 数学系 访问
2015.03--2015.05 香港理工大学 Research Associate
2012.06--2014.12 北京交通大学 讲师
2010.07--2012.06 北京交通大学 系统科学 博士后
2011.02--2012.01 美国Stanford University MS&E 访问
2010.03--2010.06 香港理工大学 Research Assistant
研究方向 复杂系统建模、优化与分析
运筹学中的统计分析
非线性系统理论与应用
招生专业 系统理论硕士
统计学硕士
系统理论博士
科研项目 基本科研业务费自由申报项目: 地铁视频监控的高阶张量分解理论与算法研究, 2019-2021
国家重点实验室: 面向典型时段的城市轨道交通客流-车流协同调度研究, 2019-2020
国家重点实验室: 城市轨道交通网络列车实时调度优化控制理论与方法, 2018-2019
国家自然科学基金“面上”: 高阶高维张量回归的优化理论与算法, 2018-2021
基本科研业务费: 突发事件下铁路应急调度模型与方法研究, 2017-2018
国家重点实验室: 基于大规模稀疏优化方法的地铁网络列车节能时刻表研究, 2017-2018
国家重点实验室: 基于出行需求的城市轨道交通运营优化理论与方法, 2017-2018
检索论文（自然）基金: 2015年高水平论文奖励立项+罗自炎, 2016-2016
国家重点实验室: 基于实测数据的高铁网络列车运行控制及组织优化问题的研究, 2016-2017
国家自然科学基金“重点”: 高速铁路信号系统安全评估基础理论与方法研究-1, 2015-2018
国家重点实验室: 轨道交通运营组织中的相关优化方法研究, 2015-2017
国家自然科学基金“重点”: 大规模稀疏优化问题的理论与算法-2, 2015-2019
国家重点实验室: 低秩半定矩阵优化及其在轨道交通列车定位中的应用, 2014-2015
北京市自然基金“面上”: 切换动态复杂网络协调优化模型及其在城市地铁网络中应用, 2014-2015
国家重点实验室: 高速列车运行风险形成机理、耦合作用及演化传播研究, 2014-2015
基本科研业务费: 城市轨道交通列车停站方案设计模型与算法研究, 2014-2015
国家自然科学基金"青年基金": 基于矩阵秩极小化模型的无线传感网络定位算法研究, 2014-2016
基本科研业务费: Lyapunov方程极小秩解理论与算法研究, 2013-2014
国家重点实验室: 基于复杂网络与矩阵理论的轨道交通事故建模与分析, 2013-2014
国家重点实验室: 轨道交通综合优化控制理论与方法 研究, 2013-2014

教学工作 《最优化方法II》
《最优化方法I》
《最优化理论与方法》
《Linear Algebra with Its Applications》
论文/期刊 [1] Ziyan Luo, Liqun Qi and Philippe L. Toint,Tensor Bernstein concentration inequalities with an application to sample estimators
for high-order moments, Frontiers of Mathematics in China, 15(2) (2020) 367–384 (SCI)
[2]Ziyan Luo, Defeng Sun, Kim-Chuan Toh and Naihua Xiu, Solving the OSCAR and SLOPE models using a semismooth Newton-based augmented Lagrangian method, Journal of Machine Learning Research, 20 (106) (2019) 1-25 (SCI)
[3]Ziyan Luo, Xiaotong Yu and Xiaoyu Li,An l0-norm minimization for energy-efficient timetabling in subway systems, IEEE Access, 7(2019)59422-59436 (SCI)
[4] Chen Zhao, Ziyan Luo, Weiyue Li, Hou-duo Qi and Naihua Xiu, Lagrangain duality and saddle points for sparse linear programming, Science ChinaMathematics, 62(10) (2019) 2015-2032 (SCI)
[5] Zhiyong Huang, Ziyan Luo and Naihua Xiu, High-dimensional least-squares with perfect positive correlation, Asia-Pacific Journal of Operational Research, 36(4) (2019) ** (SCI)

[6]Yunfang Fu, Qiuqi Ruan, Ziyan Luo, Jin Yi, Gaoyun An and Jun Wan,FERLrTc: 2D + 3D facial expression recognition via low-rank tensor completion,Signal Processing, 161 (2019) 74–88 (SCI)
[7] Ziyan Luo, Xiaoyu Li and Naihua Xiu, A sparse optimization approach for energy-efficient timetabling in metro railway systems, Journal of Advanced Transportation, 2018, 19 pages, ID ** (SCI)

[8] Weiyang Ding, Ziyan Luo and Liqun Qi, P-tensors, P0-tensors, and their applications, Linear Algebra and its Applications, 555(1) (2018) 336-354 (SCI)

[9] Lili Pan, Ziyan Luo and Naihua Xiu,Restricted Robinson constraint qualification and optimality for cardinality-constrained cone programming,Journal of Optimization Theory and Applications, 175(1) (2017) 104-118(SCI)
[10] Ziyan Luo, Liqun Qi and Naihua Xiu,The sparsest solutions to Z-tensor complementarity problems, Optimization Letters, 11(3)(2017) 471-482 (SCI)
[11]Ziyan Luo and Liqun Qi,Completely positive tensors: properties, easily checkable subclasses, and tractable relaxations, SIAM Journal onMatrix Analysis and Applications, 37(4) (2016) 1675-1698 (SCI)
[12] Changqing Xu, Ziyan Luo, Liqun Qi and Zhibing Chen,{0,1} completely positive tensors and multi-hypergraphs,Linear Algebra and its Applications, 510 (2016) 110-123 (SCI)
[13] Ziyan Luo and Naihua Xiu, On minimal rank solutions to symmetric Lyapunov equations in Euclidean Jordan algebra, Optimization, 2(65) (2016) 433-442 (SCI)

[14] 罗自炎,祁力群, 半正定张量, 中国科学:数学, 5 (2016) 639-654

[15] Chen Zhao, Ziyan Luo and Naihua Xiu, Low-order penalty equations for semidefinite linear complementarity problems, Operations Research Letters, 3(44) (2016) 342-347 (SCI)
[16] Shenglong Zhou, Naihua Xiu, Ziyan Luo and Lingchen Kong, Sparse and low-rank covariance matrix estimation,Journal of the Operations Research Society of China, 3 (2015) 231-250
[17] Jinchuan Zhou, Naihua Xiu, Soonyi Wu and Ziyan Luo, Subderivative and subdifferential of dual gap functions in variational inequalities, Pacific Journal of Optimization, 11 (2015) 177-193 (SCI)
[18] Ziyan Luo, Liqun Qi and Yinyu Ye, Linear operatorsand positive semidefiniteness of symmetric tensor spaces, Science ChinaMathematics, 58 (2015) 197-212 (SCI)
[19] Ziyan Luo and Naihua Xiu, Exact relaxation for thesemidefinite matrix rank minimization problem with extended Lyapunov equationconstraint, Electronic Journal of Linear Algebra, 27 (2014) 683-691(SCI)
[20] Ziyan Luo, Jiyuan Tao, Naihua Xiu, Lowest-ranksolutions of continuous and discrete Lyapunov equations over symmetric cone,Linear Algebra and its Applications, 452 (2014) 68-88 (SCI)
[21] Ziyan Luo, Linxia Qin, Lingchen Kong andNaihua Xiu, The Nonnegative zero-norm minimization under generalized Z-Matrixmeasurement, Journal of Optimization Theory and Applications, 160 (2014) 854-864(SCI)
[22] Jiyuan Tao, Lincheng Kong, Ziyan Luo and Naihua Xiu,Some majorization inequalities in Euclidean Jordan algebras, Linear Algebra andIts Applications, 461 (2014) 92-12 (SCI)
[23] Liping Zhang, Liqun. Qi and Ziyan Luo, Thedominant eigenvalue of an essentially nonnegative tensor, Numerical Linear AlgebrawithApplications, 20 (2013) 929–941 (SCI)
[24] Ziyan Luo, Keping Li, Xin Ma and Jin Zhou, A new accidentanalysis method based on complex networkand Cascading Failure, DiscreteDynamics in Nature and Society, Volume 2013, Article ID 437428, 9 pages, 2013(SCI)
[25] Ziyan Luo, Keping Li, Xin Ma and Jin Zhou, Analyzing Railway Accidents Based on Complex Network and Cascading Failure. the 2013 International Conference on Electrical and Information Technologies for Rail Transportation (EITRT2013), 2014

[26] Ziyan Luo, Naihua Xiu and Lincheng Kong, Lyapunov-typeleast-squares problems over symmetric cones, Linear Algebra and itsApplications, 437 (2012) 2498-2515 (SCI)
[27] Yingnan Wang, Naihua Xiu and Ziyan Luo, Aregularized strong duality for nonsymmetricsemidefinite least squares problem,Optimization Letters, 5 (2011) 665-682(SCI)
[28] Ziyan Luo and Naihua Xiu, Feasibility andsolvability of Lyapunov-type linear programming over symmetric cones,Positivity, 14 (2010) 481-499 (SCI)
[29] Ziyan Luo and Naihua Xiu, Path-following interiorpoint algorithms for Cartesian $P_*(\kappa)-LCP$ over symmetric cones, Sciencein China Series A, 52 (2009) 1769-1784(SCI)
[30] Ziyan Luo and Naihua Xiu, An $\mathcal{O}(rL)$infeasible interior-point algorithm for symmetric cone LCP via CHKS function,Acta Mathematicae Applicatae Sinica English Series, 25 (2009) 593-606(SCI)
专著/译著 修乃华，罗自炎，《半定规划》，北京交通大学出版社，2014年6月
Liqun Qi, Ziyan Luo, Tensor Analysis: Spectral Theory and Special Tensors, SIAM, April 2017
专利
软件著作权
获奖与荣誉
社会兼职 如下期刊的审稿人：Math Program,IEEE TransSignal Process, J.Scientific Comput., J Optim Theory Appl, Linear Algebra Appl,JIMO, Optimization,Sci China Math, JORSC, Commun. Math Sci, Acta Math Appl Sinica.