![張立衛[大連理工大學套用數學系教授]](/img/e/427/nBnauM3XwEDN3MzNzkTM1kTO0UTMyITNykTO0EDMwAjMwUzL5EzLwQzLt92YucmbvRWdo5Cd0FmLyE2LvoDc0RHa.jpg "張立衛[大連理工大學套用數學系教授]")
學習經歷
博士，計算數學，大連理工大學套用數學系，1994.3-1998.7
碩士，運籌學與控制論，大連理工大學套用數學系，1989.9-1992.7
學士，大連理工大學套用數學系，1985.9-1989.7
工作經歷
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- 現在， 金融數學與保險精算專業博士生導師
2005.1-2005.2， Visiting Scholar,
Department of Applied Mathematics,
The Hong Kong Polytechnic University
2002.6- 現在， 運籌學與控制論專業博士生導師
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， 博士後，中國科學院計算數學與科學計算研究所
1999.8--， 教授，大連理工大學套用數學系
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青年數學家基金）
1994.12-1999.8， 副教授，大連理工大學套用數學系
1992.7-1994.12， 助教，大連理工大學套用數學系
社會兼職
中國運籌學會常務理事
中國運籌學會數學規劃研究會常務理事
研究課題
非線性規劃
（Nonlinear Programming)
變分分析與最佳化
（Variational Analysis and Optimization)
指導方向
1. 非線性規劃
（Nonlinear Programming)
2. 非凸錐約束最最佳化
（Nonconvex Cone Constrained Optimization)
3. 不可微最最佳化
（Nondifferentiable Optimization)
4. 供應鏈最佳化
（Supply Chain Optimization)
論著目錄
（1995--)
1. 張立衛，夏尊銓，馮恩民，最佳化中的ABS方法引論，大連理工大學教授學術叢書'98卷，大連理工大學出版社,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
發表論文
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.（唐煥文，張立衛，線性規劃的極大熵方法，計算數學，2 （1995），160-172.)
3. 唐煥文，王雲誠，張立衛， 求解一般約束極大極小問題的一個有效的近似算法，經濟數學，12:1,6-16.
4. 王雲誠，張立衛，唐煥文，求解一般約束凸規劃的極大熵方法，大連理工大學學報，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. 王雲誠，唐煥文，張立衛， 求解一半無限極大極小問題的一個極大熵方法，經濟數學，13:2（1996），37-43.
7. 唐煥文，王雪華，張立衛， 求解極大極小問題的極大熵方法的收斂性，運籌學雜誌，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. 張立衛，唐煥文，A theorem on the differential of the K-Sfunction， 經濟數學，15:1/2（1998），41-44.
16. 張立衛，Condition on parameter $\beta_k$ in a convergent conjugategradient method，運籌學學報，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，唐煥文，張立衛，Global convergence for a class of conjugategradient methods，運籌學學報，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. 張立衛，李勤，張鑫， Two differential systems for solving nonlinearprogramming problems，運籌學學報，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. 王明徵，張立衛，夏尊銓，Dennis-Wolkowicz最小改變割算法的超線性收斂性，大連理工大學學報，11（2000),645—648.
24. 夏尊銓，張士霞，張立衛，復ABS方法. 大連理工大學學報，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. 賀素香，張立衛， A class of constructive dual algorithms forsolving nonlinear programming problems，運籌學學報，5:3（2001），41-50.
29. 賀素香，張立衛，求解約束最佳化問題的對偶算法，計算數學，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. 張立衛，張鑫，求解擬可微方程組的非精確牛頓法，經濟數學，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. 張宏偉，張立衛夏尊銓，Calculus of generalized quasi-differentiablefunctions I: some results on the space of pairs of convex-setcollections，東北數學，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. 王明徵，夏尊銓， 張立衛，參數凸二次規劃的線性穩定性，7:1運籌學學報（2003），11-18.
44. 賀素香，張立衛，李興斯，不等式約束最佳化問題的一個勢函式，33:3數學進展（2004），343-350.
45. 宋秋生，張立衛，無約束擬可微最佳化問題信賴域方法的全局收斂性，套用數學學報，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,大連理工大學學報，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. 張宏偉，張立衛，夏尊銓，宋春玲 不等式約束的廣義擬可微最佳化問題最優性條件，大連理工大學學報，46卷2期，2006,299-301.
54.賀素香，張立衛，非線性約束最佳化問題的一個修正Lagrangian算法，數學物理學報，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.劉勇進，張立衛，二階錐互補問題的一類效益函式與全局誤差界，大連理工大學學報，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. 金麗，張立衛，肖現濤，一個求解約束非線性最佳化問題的微分方程方法，計算數學接收.
62. 金麗，張立衛，肖現濤，求解約束最佳化問題的兩個微分方程算法，運籌學學報接收.
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. 於洪霞，張立衛，二維裝箱問題的非線性規劃模型和算法，大連理工大學學報接收.
67. 任詠紅，張立衛，基於一類非線性 Lagrange函式的對偶問題，大連理工大學學報接收.
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,高校套用數學學報接受.
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.
國際會議論文
5 Li-feng Zhang* (學生), 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檢索).
4 Li Jin* (學生), 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* (學生) 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* (學生) 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* (學生) 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.
科研成果
1. 2000年獲中國博士後科研啟動基金資助
2. 非線性最最佳化對偶算法的研究，國家自然科學基金青年基金（項目編
號：1001007），2001.1-2003.12
3. 平衡約束最最佳化的非光滑分析方法，教育部留學歸國人員科研啟動基金，2005
獲獎情況
工作成果（獎勵、專利等）
基金
1. 2000年獲中國博士後科研啟動基金資助
2. 非線性最最佳化對偶算法的研究,國家自然科學基金青年基金(項目編
號:1001007),2001.1-2003.12
3. 平衡約束最最佳化的非光滑分析方法，教育部留學歸國人員科研啟動基金，2005
4. 非凸半定規劃與二階錐約束最佳化的算法研究及套用,國家自然科學基金(項目編
號:10771026),2008.1-2010.12
5. 非凸錐最佳化的擾動分析與均衡錐最佳化問題，國家自然科學基金(項目編號：11071029)
2011.1-2013.12
6. 問題驅動的大型最佳化問題的可計算建模與算法探索,國家自然科學基金重大研究計畫-培
育項目, 項目批准號：91130007,2012.1-2014.12(第二負責人)
7. 飛機機翼形狀最佳化問題的關鍵數學理論和快速算法,國家自然科學基金重點項目，項目批准號：91330206，2014.1-2017.12 (第二負責人)
8. 基於二階變分分析的非凸最佳化問題的擾動分析，國家自然科學基金（項目批准號：
11571059），2016.1-2019.12
碩博培養
畢業碩士生： 張曉軍，韋修林，張長倫，栗二虎，賀素香，馮慶山，李勤，張鑫，張士霞，劉勇進，周麗美，於洪霞，宋秋生，高桂英，於洪霞，范小娜，張忠元，常青，王韻，肖現濤，李陽，顧劍，劉春霞，李潔，劉波，白巍，劉溪，王白青，肖瑾，於桂花，張立鋒
在讀碩士生：齊麗岩，孫艷華,張傑，董彥誠，林苗珊，許璐璐，吳佳，張藝，李延玲，代小梅，張慧宇，田悅，陳昊
畢業博士生： 賀素香，劉勇進，周麗美，於洪霞，任詠紅，孫菊賀，王莉
在讀博士生： 金麗，潘少榮，木圖，張紹武，孫少燕，王韻，肖現濤，李陽，顧劍
報考張立衛的博士的考試科目為 1. 外語（英語，俄語，日語均可）
2. 凸分析（參考書： Rockafellar,R.T.,Convex Analysis,Princeton University Press,Princeton,NJ,1970.)
3.最最佳化理論與方法 （綜合考試） （綜合考試參考書：袁亞湘，孫文瑜，最最佳化理論與方法，科學出版社，1997.)
