张立卫，男，
大连理工大学教授，博士生导师，硕士生导师。1998年获
大连理工大学应用数学系计算数学博士。主要从事锥约束优化、变分分析与优化、随机优化方面的研究。
学位情况
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
工作经历
2006.2-2006.5 Research Fellow
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
数学,
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,
"High Capacity Terminal Simulation System
CAIS, School of
计算机 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
社会兼职
研究领域
研究课题
(Nonlinear Programming)
变分分析与优化
(Variational Analysis and Optimization)
指导方向
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
(Supply Chain Optimization)
论著目录
(1995--)
书
1. 张立卫,夏尊,
冯恩民,优化中的ABS方法引论，
大连理工大学教授学术丛
2. Zhang Liwei, CHAPTER II. THEORETICAL FOUNDATION, in "Hsu Wen Jing
and Huang Shell Ying, Anatomy of HCTC: A High-capacity
集装箱Terminal System for Mega Vessels, Singapore
University Press (Pte)
ltd, 2006",23-172.
CHAPTER II. THEORETICAL FOUNDATION
Zhang Liwei
1. An Overview of Optimization Models for certain Decision Problems at
2. An
最优化 Model for Berth Planning Problem and its Smooth and
Non-smooth Reformulations,38-57
3. A Scheduling Model for AGV at the Container Terminal,58-71
4. Mathematical Models of Storage Allocation and Retrieval Sequencing
5. Mixed Integer Programming Models for Dispatching Vehicles at a
Container Terminal,106-133
6. Study on a Mathematical Programming Model for Dispatching Vehicles
at a Container Terminal,134-151
7. Dispatching quay Cranes and Vehicles in a
集装箱 Terminal with
Buffer Stations in the Quay Side,152-172
发表论文
1.
HoneyWorks Tang and L.W.Zhang, A maximum entropy algorithm for convex
programming, Chinese Science Bulletin, 40:5(1995),361-364.
2. H.W. Tang and L.W.Zhang, A maximum entropy method for linear
programming, Chinese J. Num.
数学 Appli., 17:3(1995),54-65.
(唐焕文，张立卫，
线性规划的极大方法，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.
HoneyWorks Tang and L.W.Zhang, Maximum entropy methods for constrained
最优化 and minimax problems, Systems Sci.
数学 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 its
applications to linear programming,
最优化 Methods and
9. Z.H. Xia and L.W. Zhang, A simplified trust region method
with projection and convergence,
美洲狮, 8:2-3-4(1997),385-394.
10. L.W. Zhang and
HoneyWorks Tang, A maximum entropy algorithm with
parameters for solving minimax problem, Archives of Control
Sciences, XLII:6(1997),47-59.
11. E. Spedicato, Z.Q. Xia and L.W. Zhang, The implicit LX method of
the ABS class, Optimization Methods and
软件, 8(1997),99-110.
12. X.Z. Chen and L.W.Zhang, ABSfactorization algorithms in the
SIMPLEX 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 algorithms
for linear equations and applications to optimization, in G.Winter
Althaus \u0026 E. Spedicato (eds.), Algorithms for Large Scale Linear
Algebraic Systems, Series C: Mathematical and PhysicalSciences -
508, 1998, Kluwer Academic Publishers, 291-319.
14. L.W. Zhang and
HoneyWorks Tang,A further study on a penalty
函数 of
Bertsekas, 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-S
function, 经济数学, 15:1/2(1998),41-44.
16. 张立卫, Condition on parameter $ in a convergent conjugate
gradient method,运筹学学报, 3:2 (1999),71-81.
17. L.W.Zhang, A modified version to the differential system of
Evtushenko and Zhadan for solving nonlinear programming, in:
Yuan Ya-Xiang ed., Numerical Linear Algebra and
最优化,
Science Press, Beijing, New York,1999,161-- 168 .
18. 郭崇惠,唐焕文，张立卫, Global convergence for a class of conjugate
gradient 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 minimax
problems, Archives of Control Sciences, 10(XLVI)(2000),47--60.
20. 张立卫，李勤，张鑫, Two differential systems for solving nonlinear
programming 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 for
nonlinear programming, Korean J. Comput. \u0026
APPL数学 7:3(2000),
487--506.
22. E. Spedicato, Z.Q.Xia and L.W. Zhang, ABS algorithms for linear
方程s and optimization, J. Computational and Applied
Mathematics, 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 for
quasidifferentiable
方程s, Journal of
最优化 Theory and
Applications, 108:2 (2001), 439--456.
26. L.W.Zhang and Z.Q. Xia, Approximations to convex-valued
multifunctions. in: Demayano V. and Rubinov A. eds.,
Quasidifferentiability and Related Topics, Kluwer Academic
Publishers, 2000.
27. Y. Gao, Z.Q. Xia and L.W.Zhang, Kernelled quasidifferential for a
quasidifferentiable
函数 in two-dimensional space, Journal of
Convex Analysis,8:2(2001),401-408.
28.贺素香,张立卫, A class of constructive dual algorithms for
solving 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 reducedhessian
via 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 method
to systems of linear matrix integer
方程s, Ricerca Operativa,
Vol. 31, n.98-99-100 (2001),52--66.
32. Z.Q. Xia and L.W. Zhang, ABS algorithms for solving linearly
constrained
最优化 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
MZ Wang, Star-kernels and
star-differentials in quasidifferentiable analysis, Journal of
Convex Analysis,9:1(2002),139--158.
35. J. Sun and L.W.Zhang, On the log-exponential trajectory of linear
programming. Journal of Global Optimization, 25:1 (2003), 75--90.
36. 张宏伟，张立卫
夏尊铨, Calculus of generalized quasi-differentiable
functions I: some results on the space of pairs of convex-set
collections, 东北数学, 19:1(2003),75-85.
37. Z.Q. Xia,
MZ Wang and L.W.Zhang, Directional
导数 of a
class of set-valued mappings and its applications, Journal of
Convex Analysis, 10:1(2003), 211-227.
38. L.P.Pang, Z.Q.Xia and L.W.Zhang, On a second order parallel
variable transformation approach, Journal of Applied
数学and Computing, 11:1-2, 201-214.
39. L.P.Pang, Z.Q.Xia and L.W.Zhang, A PVT-type algorithm for
minimizing a nonsmooth convex
函数, Serdica Math. J. 29
(2003), 11-32.
40. L.W.Zhang and Y.J. Liu, Convergence analysis of a nonlinear
Lagrange algorithm for nonlinear programming with
inequality constraints,Journal of Applied
数学 \u0026 Computing,
13:1-2(2003):1-10.
41. L.W. Zhang and W.-J. Hsu, A scheduling model for AGVs at the
集装箱 terminal, 2002 Japan-USA Symposium of Flexible
自动化技术,
hiroshima, Japan, July 14-19, 2002.
42. L.W, Zhang, R. Ye, W.-J. Hsu and S.-Y. Huang, Two equivalent
integer programming models for dispatching vehicles at a
集装箱terminal, Proceedings International Conference on PORT and
Maritime R\u0026D 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-type
algorithms for solving pseudo-monotone variational inequality
problems, OR Transactions, 9:1 (2005),58-64.
47. H.X. Yu and L.W. Zhang, The augmented Lagrangian method for the
packing ofunequal circles within a strip, International Journal
of Pure and Applied
数学, 18:4(2005), 463-470.
48. L. W. Zhang, R. Ye, S.Y. Huang and W. J. Hsu, Mixed Integer
Programming Models for Dispatching vehicles at a
集装箱Terminal, Journal of Applied Mathematics \u0026 Computing, 17:1-2
(2005),145-170.
49. J. Sun, L.W. Zhang and Y. Wu, Properties of the augmented
Lagrangian in nonlinear semidefinite optimization, accepted by
Jota.
50. L.M. Zhou and L.W. Zhang, A differential
方程 approach to
finding a Kuhn-Tucker
小数点 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 KKT
necessary conditions of constrained quasidifferentiable
最优化, International Journal of Pure and Applied
数学, Vol. 23 No. 3, 2005, 299-310.
52. L.M. Zhou, L.W. Zhang and S.X. He, A differential equation approach
to 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
最优化 model for the two-
dimensional packing problem and its augmented Lagrangian method,
International Journal of Pure and Applied
数学, Vol. 27
No.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 of
merit 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 method
for symmetric conic linear programming, Journal of Applied
数学 \u0026 Computing, 22:1-2(2006), 133-148.
59. Y.J. Liu, L.W.Zhang,Convergence Analysis of the Augmented
Lagrangian Method for Nonlinear Second-Order Cone Optimization
Problems, to appear in Nonlinear Analysis.
60. L. Jin and L. W. Zhang, Two differential equation systems for
inequality constrained optimization, to appear in Applied
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 nonlinear
programming problems, The 6th World Congress on Intelligent
Control and
自动化技术, Dalian, China, June 2006, 12(2):1030-
1033.
64. L. Jin, L. W. Zhang and X. T. Xiao. Stable differential equation
methods in inequality constrained optimization, to appear in
International Journal of Pure and Applied
数学65. Y. Li, L. Jin, L. W. Zhang, A novel neural network for linear
complementarity problems, to appear in Journal of Mathematical
Research 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
FischerBurmeister NCP
函数, to appear in Applied
数学 and
Computation.
69. D.F. Sun,J.Sun, L.W.Zhang, The rate of convergence of
the augmented Lagrangian method for nonlinear semidefinite
programming, to appear in Mathematical Programming.
70. L.Jin and L. W. Zhang, Two differential equation systems for
equality constrained optimization, to appear in Applied
71. Y.J. Liu, L.W. Zhang, On the convergence of the augmented
Lagrangian method for nonlinear
最优化 problems over second-
order cones, to appear in Journal of Optimization Theory and
Applications.
72. Y.J. Liu, L.W. Zhang, Extension of smoothing functions to
symmetric cone complementarity problems,
高校应用数学学报接受.
73. Y.J. Liu, L.W. Zhang and
迈克尔·乔丹 Liu, Convergence analysis of a
nonlinear Lagrange algorithm for nonconvex semidefinite
programming, to appear in OR Transactions.
科研成果
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
获奖情况
1. 工程中的优化模型，算法与理论, 1997获
辽宁省教育委员会科学进步
二等奖(排名第二).
2. Computing Inertials of KKT Matrix and Reduced
Hessian via the ABS Algorithm, The First International
Egervary-ABS Prize, University of Bergamo, 1999
3. 求解大型与非光滑优化问题的极大熵方法, 2001获
辽宁省科学技术
三等奖(排名第三).
学生情况
在读硕博人数
13, 11
已毕业硕博人数
31, 5
详细
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
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,
孙菊贺，王莉
报考科目
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.)
参考资料
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