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个人简介

教育经历 1999.92003.7郑州大学信息与计算科学学士 2003.92009.7大连理工大学运筹学与控制论博士 工作经历 2012.12至今大连理工大学数学科学学院副教授 2009.72012.12大连理工大学数学科学学院讲师 科研项目 几类矩阵锥优化问题的最优性理论及增广拉格朗日方法, 国家自然科学基金项目, 2011/09/25-2014/12/31, 完成 半定优化逆问题的研究, 国家自然科学基金项目, 2010/09/25-2011/12/31, 完成 道路拥挤收费对不同建成环境区域工作岗位可达性的影响:基于空间经济学视角, 教育部人文、社科规划项目, 2017/07/27, 进行 一类非光滑随机优化问题的随机二阶算法, 国家自然科学基金项目, 2018/08/16, 进行

研究领域

大规模优化问题的随机方法 机会约束优化 特殊结构凸规划的二阶算法

近期论文

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金丽.一个求解约束非线性优化问题的微分方程方法[J],计算数学,2007,29(2):163-176 郭来鹏.利用交替方向法求解H权重最近相关系数矩阵问题[J],大连理工大学学报,2015,5:553-558 肖现涛.A Unified Convergence Analysis of Stochastic Bregman Proximal Gradient and Extragradient Methods[J],JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS,2021,188(3):605-627 顾剑.A Framework of Convergence Analysis of Mini-batch Stochastic Projected Gradient Methods[J],Journal of the Operations Research Society of China,2021 国佳宏.A unified analysis of stochastic gradient-free Frank-Wolfe methods[J],INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH,2021 Milzarek, Andre,Xiao, Xiantao,Cen, Shicong,Wen, Zaiwen,Ulbrich, Michael.A STOCHASTIC SEMISMOOTH NEWTON METHOD FOR NONSMOOTH NONCONVEX OPTIMIZATION[J],SIAM JOURNAL ON OPTIMIZATION,2019,29(4):2916-2948 苗小楠,顾剑,肖现涛.求解非光滑方程组的三次正则化方法[J],运筹学学报,2019,23(2):17-30 Liu, Qiang,Wu, Jia,Xiao, Xiantao,Zhang, Liwei.A note on distributionally robust optimization under moment uncertainty[J],JOURNAL OF NUMERICAL MATHEMATICS,2018,26(3):141-150 Xiao, Xiantao,Zhang, Liwei,Li, Yongfeng,Wen, Zaiwen.A Regularized Semi-Smooth Newton Method with Projection Steps for Composite Convex Programs[J],JOURNAL OF SCIENTIFIC COMPUTING,2018,76(1):364-389 Zhong, Shaopeng,Xiao, Xiantao,Bushell, Max,Sun, Hui.Optimal Road Congestion Pricing for Both Traffic Efficiency and Safety under Demand Uncertainty[J],JOURNAL OF TRANSPORTATION ENGINEERING PART A-SYSTEMS,2017,143(4) Huang, Jianchao,Wen, Zaiwen,Xiao, Xiantao.EXTENDED LEVENBERG-MARQUARDT METHOD FOR COMPOSITE FUNCTION MINIMIZATION[J],JOURNAL OF COMPUTATIONAL MATHEMATICS,2017,35(4):529-546 Gu, Jian,Xiao, Xiantao,Zhang, Liwei.A SUBGRADIENT-BASED CONVEX APPROXIMATIONS METHOD FOR DC PROGRAMMING AND ITS APPLICATIONS[J],JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION,2016,12(4):1349-1366 顾剑,肖现涛.求解非线性二阶锥规划的Carroll函数方法的收敛性分析[J],应用数学,2016,29(4):855-870 Shan, F.,Xiao, X. T.,Zhang, L. W..Convergence analysis on a smoothing approach to joint chance constrained programs[J],OPTIMIZATION,2016,65(12):2171-2193 Qi, Liyan,Xiao, Xiantao,Zhang, Liwei.A PARAMETER-SELF-ADJUSTING LEVENBERG-MARQUARDT METHOD FOR SOLVING NONSMOOTH EQUATIONS[J],JOURNAL OF COMPUTATIONAL MATHEMATICS,2016,34(3):317-338 肖现涛.A Newton-Based Perturbation Method for a Robust Inverse Optimization Problem[J],Journal of Mathematical Research with Applications,2016,36(6):741-753 Gao, Jie,Zhang, Hongwei,Xiao, Xiantao,Zhang, Liwei.ON THE INVERSE CONTINUOUS OPTIMIZATION AND ITS SMOOTHING FISCHER-BURMEISTER FUNCTION APPROACH[J],PACIFIC JOURNAL OF OPTIMIZATION,2015,11(4,SI):687-703 齐丽岩,肖现涛,张立卫.求解半光滑方程组的LM方法收敛性分析[J],大连理工大学学报,2015,55(5):548-552 郭来鹏,顾剑,肖现涛.利用交替方向法求解H权重最近相关系数矩阵问题[J],大连理工大学学报,2015,55(5):553-558 Qi L.,Xiao X.,Zhang L..On the global convergence of a parameter-adjusting levenberg-marquardt method[J],Numerical Algebra, Control and Optimization,2015,5(1):25-36 Msigwa R.E.,Lu Y.,Xiao X.,Zhang L..A perturbation-based approach for continuous network design problem with emissions[J],Numerical Algebra, Control and Optimization,2015,5(2):135-149 Shan, Feng,Zhang, Liwei,Xiao, Xiantao.A Smoothing Function Approach to Joint Chance-Constrained Programs[J],JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS,2014,163(1):181-199 Xiao, Xiantao,Gu, Jian,Zhang, Liwei.Quadratic model updating with gyroscopic structure from partial eigendata[J],OPTIMIZATION AND ENGINEERING,2013,14(3):431-455 Zhang, Liwei,Xiao, Xiantao,Zhang, Ning.On the Second-order Directional Derivatives of Singular Values of Matrices and Symmetric Matrix...[J],SET-VALUED AND VARIATIONAL ANALYSIS,2013,21(3):557-586 张宁,张立卫,肖现涛.奇异值函数的二阶方向导数[J],中国科学. 数学,2013,43(2):121-136 Xiao, Xiantao,Gu, Jian,Zhang, Liwei,Zhang, Shaowu.A SEQUENTIAL CONVEX PROGRAM METHOD TO DC PROGRAM WITH JOINT CHANCE CONSTRAINTS[J],JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION,2012,8(3):733-747 张立卫,肖现涛.奇异值函数的二阶方向导数[J],中国科学,2012,34(3):234-254 Zhang, Liwei,Gu, Jian,Xiao, Xiantao.A class of nonlinear Lagrangians for nonconvex second order cone programming[J],COMPUTATIONAL OPTIMIZATION AND APPLICATIONS,2011,49(1):61-99 Jiang, Yong,Xiao, Xiantao,Zhang, Liwei,Zhang, Jianzhong.A perturbation approach for a type of inverse linear programming problems[J],INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS,2011,88(3):508-516 Zhang, Jianzhong,Zhang, Liwei,Xiao, Xiantao.A Perturbation approach for an inverse quadratic programming problem[J],MATHEMATICAL METHODS OF OPERATIONS RESEARCH,2010,72(3):379-404 Xiao, Xiantao,Zhang, Liwei.SOLVING A CLASS OF INVERSE QP PROBLEMS BY A SMOOTHING NEWTON METHOD[J],JOURNAL OF COMPUTATIONAL MATHEMATICS,2009,27(6):787-801 Gu, Jian,Zhang, Liwei,Xiao, Xiantao.Log-Sigmoid nonlinear Lagrange method for nonlinear optimization problems over second-order con...[J],JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS,2009,229(1):129-144 Xiao, Xiantao,Zhang, Liwei,Zhang, Jianzhong.ON CONVERGENCE OF AUGMENTED LAGRANGIAN METHOD FOR INVERSE SEMI-DEFINITE QUADRATIC PROGRAMMING P...[J],JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION,2009,5(2):319-339 张立卫,肖现涛.A class of nonlinear Lagrangians for nonconvex second order cone programming[J],Computational Optimization and Applications, DOI: 10.1007/s10589- 009-9279-9,2009,5:123-156 Xiao, Xiantao,Zhang, Liwei,Zhang, Jianzhong.A smoothing Newton method for a type of inverse semi-definite quadratic programming problem[J],JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS,2009,223(1):485-498 Sun, Juhe,Zhang, Liwei,Xiao, Xiantao.An algorithm based on resolvent operators for solving variational inequalities in Hilbert space...[J],NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS,2008,69(10):3344-3357 任咏红,肖现涛,金丽,张立卫.基于一类非线性Lagrange函数的对偶问题[J],大连理工大学学报,2008,48(4):620-624 Zhang, Li-Wei,Ren, Yong-Hong,Wu, Yue,Xiao, Xian-Tao.A class of nonlinear Lagrangians: Theory and algorithm[J],ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH,2008,25(3):327-371 Jin, Li,Zhang, Li-Wei,Xiao, Xian-Tao.Two differential equation systems for equality-constrained optimization[J],APPLIED MATHEMATICS AND COMPUTATION,2007,190(2):1030-1039 金丽,肖现涛,张立卫.求解约束优化问题的两个微分方程算法[J],运筹学学报,2007,11(2):73-82 金丽,张立卫,肖现涛.一个求解约束非线性优化问题的微分方程方法[J],计算数学,2007,29(2):163-176 Jin, Li,Zhang, Li-Wei,Xiao, Xian-Tao.Two differential equation systems for inequality constrained optimization[J],APPLIED MATHEMATICS AND COMPUTATION,2007,188(2):1334-1343 Ren, Yong-Hong,Zhang, Li-Wei,Xiao, Xian-Tao.A nonlinear Lagrangian based on Fischer-Burmeister NCP function[J],APPLIED MATHEMATICS AND COMPUTATION,2007,188(2):1344-1363

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