张立卫，男，大连理工大学数学科学学院教授，从事锥约束优化、变分分析与优化、随机优化方面的研究， 1998年获大连理工大学应用数学系计算数学博士。
博士，计算数学，大连理工大学应用数学系，1994.3-1998.7
硕士，运筹学与控制论，大连理工大学应用数学系，1989.9-1992.7
学士，大连理工大学应用数学系，1985.9-1989.7
2006.2-2006.5 Research Fellow
Department of Mathematics
City Univerity of Hong Kong
2005.7-2005.10 Research Fellow
Department of Decision Sciences,School of Business
National University of Singapore
2005.4- 现在， 金融数学与保险精算专业博士生导师
2005.1-2005.2， Visiting Scholar,
Department of Applied Mathematics,
The Hong Kong Polytechnic University
2002.6- 现在， 运筹学与控制论专业博士生导师
2001.10--2003.12， Research Fellow,
Optimization Advisor of
"High Capacity Terminal Simulation System
for Mega Container Vessel"
CAIS,School of Computer Engineering,
Nanyang Technological University,Singapore
2001.4-2001.7， Visiting Scholar,
Department of System Engineering and Engineering
Management,The Chinese University of Hong Kong,
Hong Kong
1999.9-2001.9， 博士后，中国科学院计算数学与科学计算研究所
1999.8--， 教授，大连理工大学应用数学系
1999.1-1999.3， Visiting Scholar,Dipt. di Matematica，
Statistica,Informatica ed Applicazioni,Universita
degli Studi di Bergamo,Italia/Italy
1995.1-1996.1， Visiting Scholar,Dipt. di Matematica，
Statistica,Informatica ed Applicazioni,Universita
degli Studi di Bergamo,Italia/Italy
（CNR青年数学家基金）
1994.12-1999.8， 副教授，大连理工大学应用数学系
1992.7-1994.12， 助教，大连理工大学应用数学系
中国运筹学会常务理事
中国运筹学会数学规划研究会常务理事
非线性规划
（Nonlinear Programming)
变分分析与优化
（Variational Analysis and Optimization)
1. 非线性规划
（Nonlinear Programming)
2. 非凸锥约束最优化
（Nonconvex Cone Constrained Optimization)
3. 不可微最优化
（Nondifferentiable Optimization)
4. 供应链优化
（Supply Chain Optimization)
（1995--)
1. 张立卫，夏尊铨，冯恩民，优化中的ABS方法引论，大连理工大学教授学术丛书’98卷，大连理工大学出版社,1999.
2. Zhang Liwei,CHAPTER Ⅱ. THEORETICAL FOUNDATION,in "Hsu Wen Jingand Huang Shell Ying,Anatomy of HCTC: A High-capacity ContainerTerminal System for Mega Vessels,SingaporeUniversity Press (Pte) Ltd.,2006",23-172.CHAPTER Ⅱ. THEORETICAL FOUNDATIONZhang Liwei
1. An Overview of Optimization Models for certain Decision Problems atContainer Terminals,25-37
2. An Optimization Model for Berth Planning Problem and its Smooth andNon-smooth Reformulations,38-57
3. A Scheduling Model for AGV at the Container Terminal,58-71
4. Mathematical Models of Storage Allocation and Retrieval Sequencingin Container Yards,72-105
5. Mixed Integer Programming Models for Dispatching Vehicles at aContainer Terminal,106-133
6. Study on a Mathematical Programming Model for Dispatching Vehiclesat a Container Terminal,134-151
7. Dispatching Quay Cranes and Vehicles in a Container Terminal withBuffer Stations in the Quay Side,152-172
1. H.W. Tang and L.W.Zhang,A maximum entropy algorithm for convexprogramming,Chinese Science Bulletin， 40:5（1995），361-364.
2. H.W. Tang and L.W.Zhang,A maximum entropy method for linearprogramming,Chinese J. Num. Math. Appli.， 17:3（1995），54-65.（唐焕文，张立卫，线性规划的极大熵方法，计算数学，2 （1995），160-172.)
3. 唐焕文，王云诚，张立卫， 求解一般约束极大极小问题的一个有效的近似算法，经济数学，12:1,6-16.
4. 王云诚，张立卫，唐焕文，求解一般约束凸规划的极大熵方法，大连理工大学学报，35:6（1995），764-769.
5. H.W. Tang and L.W.Zhang， Maximum entropy methods for constrainedoptimization and minimax problems,Systems Sci. Math. Sci.,9:1（1996），1-4.
6. 王云诚，唐焕文，张立卫， 求解一半无限极大极小问题的一个极大熵方法，经济数学，13:2（1996），37-43.
7. 唐焕文，王雪华，张立卫， 求解极大极小问题的极大熵方法的收敛性，运筹学杂志，14:1（1996），57-59.
8. L.W. Zhang， On the ABS algorithm with singular matrix and itsapplications to linear programming,Optimization Methods andSoftware,8（1997），143-165.
9. Z.H. Xia and L.W. Zhang,A simplified trust region methodwith projection and convergence,P.U.M.A.,8:2-3-4（1997），385-394.
10. L.W. Zhang and H.W. Tang， A maximum entropy algorithm withparameters for solving minimax problem,Archives of ControlSciences,XLⅡ：6（1997），47-59.
11. E. Spedicato,Z.Q. Xia and L.W. Zhang,The implicit LX method ofthe ABS class,Optimization Methods and Software,8（1997），99-110.
12. X.Z. Chen and L.W.Zhang,ABS factorization algorithms in thesimplex method,J. Applied Basic and Engineering Sciences,5:4（1997），354-362.
13. E. Spedicato,Z.Q. Xia,L.W. Zhang and K. Mirnia,ABS algorithmsfor linear equations and applications to optimization,in G.WinterAlthaus & E. Spedicato (eds.),Algorithms for Large Scale LinearAlgebraic Systems， Series C: Mathematical and PhysicalSciences -508,1998， Kluwer Academic Publishers,291-319.
14. L.W. Zhang and H.W. Tang,A further study on a penalty function ofBertsekas,in: Yuan Ya-Xiang ed.,Advances in Nonlinear Programming,Kluwer Academic Publishers,1998,345-351.
15. 张立卫，唐焕文，A theorem on the differential of the K-Sfunction， 经济数学，15:1/2（1998），41-44.
16. 张立卫，Condition on parameter $eta_k$ in a convergent conjugategradient method，运筹学学报，3:2 （1999），71-81.
17. L.W.Zhang,A modified version to the differential system ofEvtushenko and Zhadan for solving nonlinear programming,in:Yuan Ya-Xiang ed.,Numerical Linear Algebra and Optimization,Science Press,Beijing,New York,1999,161-- 168 .
18. 郭崇惠，唐焕文，张立卫，Global convergence for a class of conjugategradient methods，运筹学学报，3:2（1999），46-48.
19. S.X. He and L.W.Zhang,Convergence of a dual algorithm for minimaxproblems,Archives of Control Sciences,10(XLⅥ）（2000),47--60.
20. 张立卫，李勤，张鑫， Two differential systems for solving nonlinearprogramming problems，运筹学学报，4:4（2000),33-46.
21. L.W.Zhang and S.X. He,The convergence of a dual algorithm fornonlinear programming,Korean J. Comput. & Appl.Math. 7:3（2000),487--506.
22. E. Spedicato,Z.Q.Xia and L.W. Zhang,ABS algorithms for linearequations and optimization,J. Computational and AppliedMathematics， 124（2000),155-170.
23. 王明征，张立卫，夏尊铨，Dennis-Wolkowicz最小改变割算法的超线性收敛性，大连理工大学学报，11（2000),645―648.
24. 夏尊铨，张士霞，张立卫，复ABS方法. 大连理工大学学报，11（2000),645--648.
25. L.W. Zhang and Z.Q. Xia， Newton-type methods forquasidifferentiable equations,Journal of Optimization Theory andApplications,108:2 （2001），439--456.
26. L.W.Zhang and Z.Q. Xia,Approximations to convex-valuedmultifunctions. in: Demayano V. and Rubinov A. eds.,Quasidifferentiability and Related Topics,Kluwer AcademicPublishers,2000.
27. Y. Gao,Z.Q. Xia and L.W.Zhang,Kernelled quasidifferential for aquasidifferentiable function in two-dimensional space,Journal ofConvex Analysis,8:2（2001），401-408.
28. 贺素香，张立卫， A class of constructive dual algorithms forsolving nonlinear programming problems，运筹学学报，5:3（2001），41-50.
29. 贺素香，张立卫，求解约束优化问题的对偶算法，计算数学，23:3（2001），307-320.
30. L.W. Zhang， Computing inertias of KKT matrix and reduced Hessianvia the ABS algorithm,Ricerca Operativa,Vol. 31,n.98-99-100（2001），67--86.
31. L.W. Zhang,Y.J. Liu and Z.Q. Xia,Application of the ABS methodto systems of linear matrix integer equations,Ricerca Operativa,Vol. 31,n.98-99-100 （2001），52--66.
32. Z.Q. Xia and L.W. Zhang,ABS algorithms for solving linearlyconstrained optimization problems via the active set strategy,Ricerca Operativa,Vol. 31,n.98-99-100（2001），21--49.
33. 张立卫，张鑫，求解拟可微方程组的非精确牛顿法，经济数学，18:1（2001），
74-81.
34. L.W.Zhang,Z. Q. Xia,Y. Gao and M.Z. Wang， Star-kernels andstar-differentials in quasidifferentiable analysis,Journal ofConvex Analysis,9:1（2002），139--158.
35. J. Sun and L.W.Zhang,On the log-exponential trajectory of linearprogramming. Journal of Global Optimization,25:1 （2003），75--90.
36. 张宏伟，张立卫夏尊铨，Calculus of generalized quasi-differentiablefunctions I: some results on the space of pairs of convex-setcollections，东北数学，19:1（2003），75-85.
37. Z.Q. Xia,M.Z. Wang and L.W.Zhang,Directional derivative of aclass of set-valued mappings and its applications， Journal ofConvex Analysis,10:1（2003），211-227.
38. L.P.Pang,Z.Q.Xia and L.W.Zhang,On a second order parallelvariable transformation approach,Journal of Applied Mathematicsand Computing,11:1-2,201-214.
39. L.P.Pang,Z.Q.Xia and L.W.Zhang,A PVT-type algorithm forminimizing a nonsmooth convex function， Serdica Math. J. 29
（2003），11-32.
40. L.W.Zhang and Y.J. Liu,Convergence analysis of a nonlinearLagrange algorithm for nonlinear programming withinequality constraints,Journal of Applied Mathematics & Computing,
13:1-2（2003）：1-10
41. L.W. Zhang and W.-J. Hsu， A scheduling model for AGVs at thecontainer terminal,2002 Japan-USA Symposium of FlexibleAutomation,Hiroshima,Japan,July 14-19,2002.
42. L.W,Zhang,R. Ye,W.-J. Hsu and S.-Y. Huang,Two equivalentinteger programming models for dispatching vehicles at a containerterminal,Proceedings International Conference on PORT andMaritime R&D and Technology,10-12 September,Singapore,2003,Vol.1,35-42.
43. 王明征，夏尊铨， 张立卫，参数凸二次规划的线性稳定性，7:1运筹学学报（2003），11-18.
44. 贺素香，张立卫，李兴斯，不等式约束优化问题的一个势函数，33:3数学进展（2004），343-350.
45. 宋秋生，张立卫，无约束拟可微优化问题信赖域方法的全局收敛性，应用数学学报，27:1（2004），186-189.
46. G.H. Lin,L. W. Zhang and L.P. Pang,Two projection-typealgorithms for solving pseudo-monotone variational inequalityproblems,OR Transactions,9:1 （2005），58-64.
47. H.X. Yu and L.W. Zhang,The augmented Lagrangian method for thepacking of unequal circles within a strip,International Journalof Pure and Applied Mathematics,18:4（2005），463-470.
48. L. W. Zhang,R. Ye,S.Y. Huang and W. J. Hsu,Mixed IntegerProgramming Models for Dispatching vehicles at a ContainerTerminal,Journal of Applied Mathematics & Computing,17:1-2（2005），145-170.
49. J. Sun,L.W. Zhang and Y. Wu,Properties of the augmentedLagrangian in nonlinear semidefinite optimization,accepted byJOTA.
50. L.M. Zhou and L.W. Zhang,A differential equation approach tofinding a Kuhn-Tucker point of a nonlinear programming problem,大连理工大学学报，2005,Vol.45,No.6,920-924.
51. Z.Q. Xia,C.L. Song and L.W. Zhang,On Fritz John and KKTnecessary conditions of constrained quasidifferentiableoptimization,International Journal of Pure and AppliedMathematics,Vol. 23 No. 3,2005,299-310.
52. L.M. Zhou,L.W. Zhang and S.X. He,A differential equation approachto solving nonlinear complementarity problems,OR Transactions,Vol. 9 No.3,2005,8-16.53
53. 张宏伟，张立卫，夏尊铨，宋春玲 不等式约束的广义拟可微优化问题最优性条件，大连理工大学学报，46卷2期，2006,299-301.
54.贺素香，张立卫，非线性约束优化问题的一个修正Lagrangian算法，数学物理学报，26卷1期，2006,49-62.
55. H.X. Yu and L.W. Zhang,An optimization model for the two-dimensional packing problem and its augmented Lagrangian method，International Journal of Pure and Applied Mathematics,Vol. 27No.1,2006,1-10.
56.刘勇进，张立卫，二阶锥互补问题的一类效益函数与全局误差界，大连理工大学学报，vol.46,No.3 （2006），449-453.
57. Y.J. Liu,L.W.Zhang and Y.H. Wang,Some properties of a class ofmerit functions for symmetric cone complementarity problems,Asia-Pacific Journal of Operational Research,Vol.23,No.4（2006），
58. Y.J. Liu,L.W. Zhang and Y.H. Wang,Analysis of a smoothing methodfor symmetric conic linear programming,Journal of Appliedmathematics & Computing,22:1-2（2006）， 133-148.
59. Y.J. Liu,L.W.Zhang,Convergence Analysis of the AugmentedLagrangian Method for Nonlinear Second-Order Cone OptimizationProblems,to appear in Nonlinear Analysis.
60. L. Jin and L. W. Zhang， Two differential equation systems forinequality constrained optimization,to appear in AppliedMathematics and Computation.
61. 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，计算数学接收.
62. 金丽，张立卫，肖现涛，求解约束优化问题的两个微分方程算法，运筹学学报接收.
63. L. Jin,Liwei Zhang,A differential system for nonlinearprogramming problems,The 6th World Congress on IntelligentControl and Automation,Dalian,China,June 2006,12⑵：1030-1033.
64. L. Jin,L. W. Zhang and X. T. Xiao. Stable differential equationmethods in inequality constrained optimization,to appear inInternational Journal of Pure and Applied Mathematics.
65. Y. Li,L. Jin,L. W. Zhang,A novel neural network for linearcomplementarity problems,to appear in Journal of MathematicalResearch and Exposition.
66. 于洪霞，张立卫，二维装箱问题的非线性规划模型和算法，大连理工大学学报接收.
67. 任咏红，张立卫，基于一类非线性 Lagrange函数的对偶问题，大连理工大学学报接收.
68. L. W. Zhang and Y.H. Ren,A Nonlinear Lagrangian Based on Fischer-Burmeister NCP Function,to appear in Applied Mathematics andComputation.
69. D.F. Sun,J.Sun,L.W.Zhang,The rate of convergence ofthe augmented Lagrangian method for nonlinear semidefiniteprogramming,to appear in Mathematical Programming.
70. L.Jin and L. W. Zhang， Two differential equation systems forequality constrained optimization,to appear in AppliedMathematics and Computation.
71. Y.J. Liu,L.W. Zhang， On the convergence of the augmented
Lagrangian method for nonlinear optimization problems over second-order cones,to appear in Journal of Optimization Theory andApplications.
72. Y.J. Liu,L.W. Zhang,Extension of smoothing functions tosymmetric cone complementarity problems,高校应用数学学报接受.
73. Y.J. Liu,L.W. Zhang and M.J. Liu,Convergence analysis of anonlinear Lagrange algorithm for nonconvex semidefiniteprogramming,to appear in OR Transactions.
5 Li-feng Zhang* (学生), Li-Wei Zhang, Differential equation methods for solving quadratic programming, Proceedings of the 2nd International Conference on Modelling and Simulation, ICMS2009, v 2, p 197-201, 2009 (EI检索).
4 Li Jin* (学生), Li-Wei Zhang, A differential system for nonlinear programming problems, The 6th World Congress on Intelligent Control and Automation, Dalian, China, June 2006, 12(2):1030-1033.(EI) Accession Number：071510541357.
3 Hong-Xia Yu* (学生) and Li-Wei Zhang, A nonlinear programming model for the packing of unequal circles into a square box, The 6th World Congress on Intelligent Control and Automation, Dalian, China, June 2006, 12(2):1044-1047. (EI) Accession Number：071510541360.
2 Yong-Hong Ren* (学生) and Li-Wei Zhang, The dual algorithm based on a class of
nonlinear Lagrangians for nonlinear programming, The 6th World Congress on Intelligent Control and Automation, Dalian, China, June 2006, 12(2):934-938.(EI) Accession Number：071510541337.
1 Li-Mei Zhou* (学生) and Li-Wei Zhang, A Log-Sigmoid Lagrangian neural network for solving nonlinear programming, Proceedings of the Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2007) -Volumn 03, 427-431. (EI) Accession Number：074110862741.
1. 2000年获中国博士后科研启动基金资助
2. 非线性最优化对偶算法的研究，国家自然科学基金青年基金（项目编
号：1001007），2001.1-2003.12
3. 平衡约束最优化的非光滑分析方法，教育部留学归国人员科研启动基金，2005
工作成果（奖励、专利等）
基金
1. 2000年获中国博士后科研启动基金资助
2. 非线性最优化对偶算法的研究,国家自然科学基金青年基金(项目编
号:1001007),2001.1-2003.12
3. 平衡约束最优化的非光滑分析方法，教育部留学归国人员科研启动基金，2005
4. 非凸半定规划与二阶锥约束优化的算法研究及应用,国家自然科学基金(项目编
号:10771026),2008.1-2010.12
5. 非凸锥优化的扰动分析与均衡锥优化问题，国家自然科学基金(项目编号：11071029)
2011.1-2013.12
6. 问题驱动的大型优化问题的可计算建模与算法探索,国家自然科学基金重大研究计划-培
育项目, 项目批准号：91130007,2012.1-2014.12(第二负责人)
7. 飞机机翼形状优化问题的关键数学理论和快速算法,国家自然科学基金重点项目，项目批准号：91330206，2014.1-2017.12 (第二负责人)
8. 基于二阶变分分析的非凸优化问题的扰动分析，国家自然科学基金（项目批准号：
11571059），2016.1-2019.12
毕业硕士生： 张晓军，韦修林，张长伦，栗二虎，贺素香，冯庆山，李勤，张鑫，张士霞，刘勇进，周丽美，于洪霞，宋秋生，高桂英，于洪霞，范小娜，张忠元，常青，王韵，肖现涛，李阳，顾剑，刘春霞，李洁，刘波，白巍，刘溪，王白青，肖瑾，于桂花，张立锋
在读硕士生：齐丽岩，孙艳华,张杰，董彦诚，林苗珊，许璐璐，吴佳，张艺，李延玲，代小梅，张慧宇，田悦，陈昊
毕业博士生： 贺素香，刘勇进，周丽美，于洪霞，任咏红，孙菊贺，王莉
在读博士生： 金丽，潘少荣，木图，张绍武，孙少燕，王韵，肖现涛，李阳，顾剑
报考张立卫的博士的考试科目为 1. 外语（英语，俄语，日语均可）
2. 凸分析（参考书： Rockafellar,R.T.,Convex Analysis,Princeton University Press,Princeton,NJ,1970.)
3.最优化理论与方法 （综合考试） （综合考试参考书：袁亚湘，孙文瑜，最优化理论与方法，科学出版社，1997.)
