Welcome to the Homepage of Shuzhong Zhang

Office:
130E ISyE Space
Department of Industrial & Systems Engineering
University of Minnesota
111 Church Street S.E.
Minneapolis, MN 55455
USA
Phone: (612)
624 8406
Fax: (612) 624 0944
Email: zhangs at umn.edu
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scholar profile
Contents
Education and Job History
Research Interests
Former Ph.D. Students
Honorary Affiliations
Prizes and Awards
Membership and Services
Recent Conference Organizations
Recent Reports and Papers
Past Reports and Papers
Education and Job History
- 2011 -
Professor and Department Head,
Department of Industrial & Systems Engineering,
College of Science & Engineering,
University of Minnesota.
- 2002 - 2010: Professor,
Department of Systems Engineering &
Engineering Management,
The Chinese University of Hong Kong.
- 1999 - 2001: Associate Professor,
Department of Systems Engineering & Engineering Management,
The Chinese University of Hong Kong.
- 1993 - 1999: universitair docent,
Econometrische Instituut,
Erasmus Universiteit Rotterdam.
- 1991 - 1993: universitair docent,
Vakgroep Econometrie,
Rijksuniversiteit Groningen.
- June 1991: Ph.D.,
Tinbergen Institute,
Erasmus University.
- June 1984: B.Sc.,
Department of
Mathematics,
Fudan University.
Research Interests
Former Ph.D. Students
- Man Hong Wong. Thesis: Robust Approach to Risk
Management and Statistical Analysis, 2012.
- Bilian Chen. Thesis: Optimization with Block
Variables: Theory and Applications, 2012.
- Xiaoguo Wang. Thesis: A Study of System Efficiencies
Through Game Theory and Optimization, 2011.
-
Zhening Li. Thesis:
Polynomial Optimization Problems: Approximation Algorithms and
Applications, 2011.
- Hongzhi He, (co-supervision with Youyi Feng and
Frank Chen). Thesis: A Hub-to-Hub Revenue Management Model, 2010.
-
Simai
He. Thesis: Aspects of the Bridge Between Optimization and Game Theory, 2009.
- Li Chen. Thesis: Risk Measures, Robust Portfolios, and
Other Minimax Models, 2008.
- Jiang Xie. Thesis: Constrained Portfolio Selection via
High Performance Optimization Techniques, 2006.
-
Yongwei Huang.
Thesis: Complex Quadratic Optimization via Semidefinite Programming: Models and
Applications, 2005.
-
Xiaoqing Wang, (co-supervision with David Yao). Thesis: Theory and
Algorithms for Separated Continuous Linear Programming and Its Extensions, 2005.
-
Jianfeng Liang, (co-supervision with Duan Li). Thesis: Optimal Portfolio
Selection: Models, Analysis, and Solution Methods, 2004.
- Jos F. Sturm. Thesis: Primal-Dual Interior Point
Approach to Semidefinite Programming, 1997.
Honorary Affiliations
- Distinguished Honorary Professor, School of Management, Fudan University
(2008 - 2011).
- Member of the Chair Professor Team, Tsinghua University (2009 - 2010).
- Adjunct Professor, Shanghai University of Finance and Economics (2009 -
2012).
- Adjunct Professor, Beijing University of Posts and Telecommunications
(2007 - ).
- Honorary Dean of School of Management, China University of Mining and
Technology (2003 - 2006).
- Adjunct Professor at School of Science, Shanghai University (1997 - ).
Prizes and Awards
- IEEE Signal Processing Society Best Paper Award, 2009. (Zhi-Quan Luo and
Shuzhong Zhang, Dynamic Spectrum Management: Complexity and Duality,
IEEE Journal of Selected Topics in Signal Processing, volume 2, pages 57 -
73, 2008).
- SIAM Outstanding Paper Prize, 2003. (D.D. Yao, S. Zhang, X.Y. Zhou, Stochastic LQ Control via Semidefinite Programming,
SIAM Journal on Control and Optimization, volume
40, pages 801-823, 2001). The SIAM Outstanding Paper Prizes were introduced in 1999,
and are awarded annually. Three winners were selected each year among all the
papers published in the 13 SIAM journals in the three years prior to the year
of the award.
- Young Researcher Award, 2003 (HK$100,000). One recipient each faculty per
year.
- The Vice-Chancellor's Exemplary Teaching Award, 2001.
(Each faculty one recipient a year).
- Exemplary Teaching Award, Faculty of Engineering, The Chinese University
of Hong Kong, 2001.
- Erasmus University Research Prize, 1999 (NLG15,000
≈ €6,800). This
prize is at the whole university level (7 faculties); one recipient a year.
- Listed Number 6 of
Top 40 Dutch Economists, 1999.
- Ph.D. Thesis won runner-up prize for the 1991 TIMS College On Location Analysis best dissertation award.
Membership and Services
Recent Conference Organizations
-
Special Workshop in
Honor of Prof. Paul Tseng: Large Scale Optimization: Analysis, Algorithm and
Applications, May 21, 2010, School of Management, Fudan University, Shanghai.
The workshop was to honor a great colleague and friend of ours, Professor Paul
Tseng, who went missing during a trip to Lijiang. The workshop was co-organized by Tom Luo and myself, with a lot
of help from our friends at Fudan University. The workshop was sponsored by:
- WINE2008 (Workshop on Internet and Network Economics),
December 17 - 20, 2008; School of Journalism, Fudan University, Shanghai. The
workshop was sponsored by:
- WOSP2007 (Workshop on Optimization
and Signal Processing), December 19 - 21, 2007; Lecture Theater, WMW Mong
Engineering Building, CUHK. Check the workshop webpage for the speakers, talks,
and slides. The workshop was sponsored by:
Recent Technical Reports and Journal Publications
- B. Jiang, S. Ma, and S. Zhang, Alternating
Direction Method of Multipliers for Real and Complex Polynomial Optimization
Models. (Report
Version)
- B. Chen, Z. Li, and S. Zhang, On Tensor Tucker
Decomposition: the Case for an Adjustable Core Size. (Report
Version)
- S. Ma and S. Zhang, An Extragradient-Based
Alternating Direction Method for Convex Minimization. (Report
Version)
- Z. Li, A. Uschmajew, and S. Zhang, Linear
Convergence Analysis of the Maximum Block Improvement Method for Spherically
Constrained Optimization. (Report
Version)
- A. Aubry, A. De Maio, B. Jiang, and S. Zhang, A
Cognitive Design of the Radar Waveform Range-Doppler Response. (Report
Version)
- B. Jiang, Z. Li, and S. Zhang, Approximation
Methods for Complex Polynomial Optimization. (Report
Version)
- B. Jiang, S. Ma, and S. Zhang, Tensor Principal
Component Analysis via Convex Optimization. (Report
Version)
- S. He, M.H. Wong, and S. Zhang, On the S-Lemma
for Univariate Polynomials. (Report
Version)
- M.H. Wong and S. Zhang, On Distributional Robust Probability Functions and Their Computations. (Report
Version)
- S. He, B. Jiang, Z. Li, and S. Zhang, Probability Bounds for Polynomial Functions in Random Variables.
(Report
Version)
- B. Jiang, Z. Li, and S. Zhang, On Cones
of Nonnegative Quartic Forms. (Report Version)
- M.H. Wong and S. Zhang, Computing Best
Bounds for Nonlinear Risk Measures with Partial Information. (Report
Version)
- S. He, X.G. Wang and S. Zhang, The Price
of Isolation: An Integrated Study of System Inefficiencies. (Report
Version)
- S. He, Z. Li, and S. Zhang, Approximation
Algorithms for Discrete Polynomial Optimization. (Report Version)
- S.I. Birbil, J.B.G. Frenk, J. Gromicho, and S. Zhang,
A Network Airline Revenue Management Framework Based on Decomposition by
Origins and Destinations. (Report
Version)
- S. He, Z. Li, and S. Zhang, General
Constrained Polynomial Optimization: an Approximation Approach. (Report
Version)
- S. He, J. Zhang, S. Zhang, Polymatroid
Optimization, Submodularity, and Joint Replenishment Games. To appear in
Operations Research. (Report
Version)
- X. Chen, J. Peng and S. Zhang, Existence of Sparse
Solutions to the Standard Quadratic Programming with Random Matrices. To
appear in Mathematical Programming. (Report
Version)
- S. He, X.G. Wang, and S. Zhang, On a
Competitive Revenue Maximization Game. To appear in Journal of Global
Optimization. (Report Version)
- Y.W. Huang, Q. Li, W.K. Ma, and S. Zhang, Robust
Multicast Beamforming for Spectrum Sharing-based Cognitive Radios, IEEE
Transaction on Signal Processing, 60 (1), 527 - 533, 2012. (Report
Version)
- B. Chen, S. He, Z. Li, and S. Zhang,
Maximum Block Improvement and Polynomial Optimization, SIAM Journal on
Optimization, 22, 87 - 107, 2012. (Report
Version)
- A. De Maio, Y.W. Huang, M. Piezzo, S. Zhang
and A. Farina, Design of Optimized Radar Codes with a Peak to Average Power
Ratio Constraint, IEEE Transactions on Signal Processing, 59 (6), 2683 --
2697, 2011. (Report
Version)
- A. De Maio, Y.W. Huang, D.P. Palomar, S.
Zhang and A. Farina, Fractional QCQP with Applications in ML Steering
Direction Estimation for Radar Detection, IEEE Transactions on
Signal Processing, 59 (1), 172 - 185, 2011. (Report Version)
- L. Chen, S. He, and S. Zhang, When All
Risk-Adjusted Performance Measures Are the Same: In Praise of the Sharpe
Ratio, Quantitative Finance, 11 (10), 1439 - 1447, 2011. (Report
Version)
- L. Chen, S. He, and S. Zhang, Tight
Bounds for Some Risk Measures, with Applications to Robust Portfolio
Selection, Operations Research, 59 (4), 847 - 865, 2011. (Report
Version)
- W. Ai, Y.W. Huang, and S. Zhang, New
Results on Hermitian Matrix Rank-One Decomposition, Mathematical Programming
Ser. A, 128, 253 - 283, 2011. (Report Version)
- S. He, Z. Li, and S. Zhang, Approximation
Algorithms for Homogeneous Polynomial Optimization with Quadratic
Constraints, Mathematical Programming Ser. B, 125, 353 - 383, 2010. (Report
Version)
- Y.W. Huang and S. Zhang, Approximation
Algorithms for Indefinite Complex Quadratic Maximization Problems, SCIENCE
CHINA Mathematics, 53 (10) 2697 - 2708, 2010. (Report
Version)
- Z.Q. Luo, W.K. Ma, A.M.C. So, Y. Ye, and
S. Zhang, Semidefinite Relaxation of Quadratic Optimization Problems, IEEE
Signal Processing Magazine 27 (3), 20 - 34, 2010. (Report
Version)
- S. He, J. Zhang, S. Zhang, Bounding
Probability of Small Deviation: A Fourth Moment Approach, Mathematics of
Operations Research, 35 (1), 208 - 232, 2010. (Report
Version)
- Z.Q. Luo and S. Zhang, A Semidefinite
Relaxation Scheme for Multivariate Quartic Polynomial Optimization With
Quadratic Constraints, SIAM Journal on Optimization, 20 (4), 1716 - 1736,
2010. (Report Version)
- A. De Maio, S. De Nicola, Y.W. Huang, D.P.
Palomar, S. Zhang and A. Farina, Code Design for Radar STAP via Optimization
Theory, IEEE Transactions on Signal Processing, 58 (2), 679 - 694, 2010.
(Report Version)
- Z.Q. Luo and S. Zhang, Duality Gap
Estimation and Polynomial Time Approximation for Optimal Spectrum
Management, IEEE Transactions on Signal Processing, 57 (7), 2675 -- 2689,
2009. (Report Version)
- X.Q. Wang, S. Zhang, and D.D. Yao, Separated Continuous Conic Programming: Strong Duality and an Approximation
Algorithm, SIAM Journal on Control and Optimization, 48 (4), 2118 - 2138,
2009. (Report Version)
- W. Ai and S. Zhang, Strong Duality for
the CDT Subproblem: A Necessary and Sufficient Condition, SIAM Journal on
Optimization, 19 (4), 1735 - 1756, 2009. (Report
Version)
- A. De Maio, S. De Nicola, Y.W. Huang,
Z.Q. Luo, and S. Zhang, Design of Phase Codes for Radar Performance
Optimization With a Similarity Constraint, IEEE Transactions on Signal
Processing, 57 (2), 610 - 621, 2009. (Report
Version)
- A. De Maio, S. De Nicola, Y.W. Huang, S.
Zhang, and A. Farina, Adaptive Detection and Estimation in the Presence of
Useful Signal and Interference Mismatches, IEEE Transactions on Signal
Processing, 57 (2), 436 - 450, 2009. (Report
Version)
- S.I. Birbil, J.B.G. Frenk, J. Gromicho,
and S. Zhang, An Integrated Approach to Single-Leg Airline Revenue
Management: The Role of Robust Optimization, Management Science, 55 (1), 148
- 163, 2009. (Report Version)
- W. Ai, Y.W. Huang, and S. Zhang, On the
Low Rank Solutions for Linear Matrix Inequalities, Mathematics of Operations
Research, 33 (4), 965 - 975, 2008. (Report
Version)
- A. De Maio, S. De Nicola, Y.W. Huang, S.
Zhang, and A. Farina, Code Design to Optimize Radar Detection Performance
Under Accuracy and Similarity Constraints, IEEE Transactions on Signal
Processing, 56 (11), 5618 - 5629, 2008. (Report
Version)
- J.F. Liang, S. Zhang and D. Li, Optioned
Portfolio Selection: Models and Analysis, Mathematical Finance, 18 (4), 569
- 593, 2008. (Report Version)
- Z.Q. Luo and S. Zhang, Dynamic Spectrum
Management: Complexity and Duality, IEEE Journal of Selected Topics in
Signal Processing (Special Issue on: Signal Processing and Networking for
Dynamic Spectrum Access), 2 (1), 57 - 73, 2008. (Report
Version)
- S. He, Z.Q. Luo, J. Nie, S. Zhang,
Semidefnite Relaxation Bounds for Indefinite Homogeneous Quadratic
Optimization, SIAM Journal on Optimization, 19, 503 - 523, 2008. (Report
Version)
- R.J. Shen and S. Zhang, Robust Portfolio
Selection Based on a Multi-stage Scenario Tree, European Journal of
Operational Research, 191, 864 - 887, 2008. (Report
Version)
- J. Brinkhuis and S. Zhang, A D-Induced
Duality and Its Applications, Mathematical Programming, 114, 149 - 182,
2008. (Report Version)
- J. Xie, S. He, S. Zhang, Randomized
Portfolio Selection, with Constraints, Pacific Journal of Optimization, 4,
89 - 112, 2008. (Report Version)
- D. Xu and S. Zhang, An Improved
Approximation Algorithm for the Uncapacitated Facility Location Problem with
Service Installation Costs, Operations Research Letters, 36, 46 - 50, 2008.
(Report Version)
- D. Xu and S. Zhang, Approximation Bounds
for Quadratic Maximization with Semidefinite Programming Relaxation, Science
in China Series A, 50, 1583 - 1596, 2007. (Report
Version)
- Z.Q. Luo, N.D. Sidiropoulos, P. Tseng,
and S. Zhang, Approximation Bounds for Quadratic Optimization with
Homogeneous Quadratic Constraints, SIAM Journal on Optimization, 18, 1 - 28,
2007. (Report Version)
- Y.W. Huang and S. Zhang, Complex Matrix
Decomposition and Quadratic Programming, Mathematics of Operations Research,
32, 758 - 768, 2007. (Report Version)
- D.D. Yao, S. Zhang and X.Y. Zhou,
Tracking a Financial Benchmark Using a Few Assets, Operations Research, 54,
232 - 246, 2006. (Report Version)
- S. Zhang and Y.W. Huang, Complex
Quadratic Optimization and Semidefinite Programming, SIAM Journal on
Optimization, 16, 871 - 890, 2006. (Report
Version)
- T.W. Cheng and S. Zhang, On
Implementation of a Self-Dual Embedding Method for Convex Programming,
Optimization Methods and Software, 21, 75 - 103, 2006. (Report
Version)
- W. Ai and S. Zhang, An $O(\sqrt{n}L)$
Iteration
Primal-Dual Path-Following Method, Based on Wide Neighborhoods and
Large Updates, for Monotone LCP, SIAM Journal on Optimization, 16, 400 - 417, 2005.
(Report Version)
- A. Berkelaar, J. Gromicho, R. Kouwenberg and S. Zhang,
A Primal-Dual Decomposition Algorithm for Multistage
Stochastic Convex Programming, Mathematical Programming, 104, 153 - 177, 2005.
(Report Version)
- S.W. Lam, D. Li and S. Zhang, A Value Estimation
Approach to the Iri-Imai Method for Constrained Convex
Optimization, Journal of Optimization Theory and Applications, 125, 591 -
608, 2005. (Report Version)
- S.I. Birbil, S.C. Fang, J.B.G. Frenk and S. Zhang,
Recursive Approximation of the Max Function, Operations Research Letters, 33, 450 - 458, 2005.
(Report Version)
- B. Chen, K. Madsen and S. Zhang, On Characterization
of Quadratic Splines, Journal of Optimization Theory and Applications, 124, 93 - 111, 2005.
(Report Version)
- X.D. Ji, S.S. Zhu, S.Y. Wang, S. Zhang, A
Stochastic Linear Goal Programming Approach to Multistage Portfolio
Management based on Scenario Generation via Linear Programming, IIE
Transactions, 37, 957 - 969, 2005. (Report
Version)
- S. Zhang, A New Self-Dual Embedding Method for Convex
Programming, Journal of Global Optimization, 29, 479 - 496, 2004. (Report
Version)
- Z.Q. Luo, J.F. Sturm and S. Zhang, Multivariate
Nonnegative Quadratic Mappings, SIAM Journal on Optimization, 14, 1140 - 1162, 2004.
(Report Version)
- D.D. Yao, S. Zhang and X.Y. Zhou, Stochastic Linear-Quadratic
Control via Semidefinite Programming, SIAM Review, 46, 87 - 111,
2004. (Report Version)
- Y. Ye and S. Zhang, New Results on Quadratic
Minimization, SIAM Journal on Optimization, 14, 245 - 267,
2003. (Report Version)
- J.F. Sturm and S. Zhang, On Cones of Nonnegative
Quadratic Functions, Mathematics of Operations Research, 28,
246 - 267, 2003. (Report Version)
- A. Berkelaar, C. Dert, B. Oldenkamp, S. Zhang, A
Primal-Dual Decomposition-Based Interior Point Approach to
Two-Stage Stochastic Linear Programming, Operations Research, 50, 904 - 915, 2002.
(Report Version)
Selected Past Technical Reports and Publications
- J. Brinkhuis, Z.Q. Luo, and S. Zhang, Matrix
Convex Functions With Applications to Weighted Centers for Semidefinite
Programming, Technical Report SEEM2005-06, Department of Systems
Engineering & Engineering Management, The Chinese University of Hong Kong,
2005. (Report Version)
- S. Zhang, On Conically Ordered Convex Programs,
Technical Report SEEM2003-09, Department of Systems Engineering &
Engineering Management, The Chinese University of Hong Kong, 2003. (Report
Version)
- S. Zhang, A Primal-Dual Interior Point and
Decomposition Approach to Multi-stage Stochastic Programming. In D.D.
Yao, H. Zhang, and X.Y. Zhou eds, Stochastic Models and Optimization,
Springer-Verlag, Chapter 5, 137 - 170, 2003. (Report
Version)
- S. Zhang, A Note on a Profit Maximizing Location
Model, Annals of Operations Research, 103, 251 - 260, 2001. (Report
Version)
- A.G. Holder, J.F. Sturm, and S. Zhang, Marginal
and Parametric Analysis of the Central Optimal Solution, Information
Systems and Operations Research, 39, 394 - 415, 2001. (Report
Version)
- D.D. Yao, S. Zhang and X.Y. Zhou, A Primal-Dual
Semidefinite Programming Approach to Linear Quadratic Control, IEEE
Transactions on Automatic Control, 46, 1442 - 1447, 2001. (Report
Version)
- D.D. Yao, S. Zhang and X.Y. Zhou, Stochastic LQ
Control via Semidefinite Programming, SIAM Journal on Control and
Optimization, 40, 801 - 823, 2001. (Report
Version)
- J.F. Sturm and S. Zhang, On Sensitivity of
Central Solutions in Semidefinite Programming, Mathematical Programming,
90, 205 - 227, 2001. (Report Version)
- Z.Q. Luo, J.F. Sturm and S. Zhang, Conic Convex
Programming and Self-Dual Embedding, Optimization Methods and Software,
14, 169 - 218, 2000. (Report Version)
- J.F. Sturm and S. Zhang, On Weighted Centers for
Semidefinite Programming, European Journal of Operational Research, 126,
391 - 407, 2000. (Report Version)
- S. Zhang, Quadratic Maximization and
Semidefinite Relaxation, Mathematical Programming, 87, 453 - 465, 2000.
(Report Version)
- S. Zhang, Global Error Bounds for Convex Conic
Problems, SIAM Journal on Optimization, 10, 836 - 851, 2000. (Report
Version)
- J.B.G. Frenk, K. Roos, T. Terlaky and S. Zhang
(eds.), High Performance Optimization
Techniques, Kluwer Academic Publishers, 1999.
- Z.Q. Luo and S. Zhang, On Extensions of the
Frank-Wolfe Theorems, Computational Optimization and Applications, 13,
87 - 110, 1999. (Report Version)
- J. Csirik, J.B.G. Frenk, M. Labbe and S. Zhang,
Two Simple Algorithms for Bin Covering, ACTA Cybernetica, 14, 13 - 25,
1999. (Report Version)
- S. Zhang, New Variants of Finite Criss-Cross
Pivot Algorithms for Linear Programming, European Journal of Operational
Research, 116, 607 - 614, 1999. (Report Version)
- A.B. Berkelaar, J.F. Sturm and S. Zhang,
Polynomial Primal-Dual Cone Affine Scaling for Semidefinite Programming,
Applied Numerical Mathematics, 29, 317 - 333, 1999. (Report
Version)
- J.F. Sturm and S. Zhang, Symmetric Primal-Dual
Path Following Algorithms for Semidefinite Programming, Applied
Numerical Mathematics, 29, 301 - 315, 1999. (Report
Version)
- J.B.G. Frenk, J.F. Sturm and S. Zhang, An
Interior-Point Based Subgradient Method for Nondifferentiable Convex
Programming, Optimization Methods and Software, 10, 197 - 215, 1998. (Report
Version)
- J.F. Sturm and S. Zhang, On the Long Step
Path-Following Method for Semidefinite Programming, Operations Research
Letters, 22, 145 - 150, 1998. (Report
Version)
- J.A.A. van der Veen, G.J. Woeginger and S. Zhang,
Sequencing Jobs that Require Common Resources on a Single Machine: A
Solvable Case of the TSP, Mathematical Programming, 82, 235 - 254, 1998.
(Report Version)
- J.F. Sturm and S. Zhang, An Interior Point
Method, Based on Rank-one Updates, for Linear Programming, Mathematical
Programming, 81, 77 - 87, 1998. (Report
Version)
- Z.Q. Luo, J.F. Sturm and S. Zhang, Superlinear
Convergence of a Symmetric Primal-Dual Path Following Algorithm for
Semidefinite Programming, SIAM Journal on Optimization, 8, 59 - 81,
1998. (Report Version)
- J.F. Sturm and S. Zhang, On a Wide Region of
Centers and Primal-Dual Interior Point Algorithms for Linear Programming,
Mathematics of Operations Research, 22, 408 - 431, 1997. (Report
Version)
- Z.Q. Luo, J.F. Sturm and S. Zhang, Duality
Results for Conic Convex Programming, Erasmus University, 1997. (Report
Version)
- J.A.A. van der Veen and S. Zhang, Low-Complexity
Algorithms for Sequencing Jobs with a Fixed Number of Job-Classes,
Computers and Operations Research, 23, 1059 - 1067, 1996. (Report
Version)
- J.F. Sturm and S. Zhang, New Complexity Results
for the Iri-Imai Method, Annals of Operations Research, 62 (Special
Volume on Interior Point Methods), 539 - 564, 1996. (Report
Version)
- J.F. Sturm and S. Zhang, An O(\sqrt{n} L)
Iteration Bound Primal-Dual Cone Affine Scaling Algorithm for Linear
Programming, Mathematical Programming, 72, 177 - 194, 1996. (Report
Version)
- J.F. Sturm and S. Zhang, A Dual and Interior
Point Approach to Solve Convex Min-Max Problems. In D.-Z. Du and P.M.
Pardalos eds., Minimax and Its Applications, Kluwer, 69 - 78, 1995. (Report
Version)
- J.F. Sturm and S. Zhang, A Potential Reduction
Method for Harmonically Convex Programming, Journal of Optimization
Theory and Applications, 84, 181 - 205, 1995. (Report
Version)
- S. Zhang, On the Strictly Complementary Slackness
Relation in Linear Programming. In D.-Z. Du and J. Sun eds., Advances in
Optimization and Approximation, Kluwer, 347 - 361, 1994. (Report
Version)
- S. Zhang, Convergence Property of the Iri-Imai
Algorithm for Some Smooth Convex Programming Problems, Journal of
Optimization Theory and Applications, 82, 121 - 138, 1994. (Report
Version)
- J.B.G. Frenk, M. Labbe and M. van Vliet and S.
Zhang, Improved Algorithms for Machine Allocation in Manufacturing
Systems, Operations Research, 42, 523 - 530, 1994. (Report
Version)
- C. Schweigman and S. Zhang, Mathematics to the
Masses: The Teachings of Hua Loo-Keng, The Mathematical Intelligencer,
16, 36 - 46, 1994. (Report Version)
- T. Terlaky and S. Zhang, Pivot Rules for Linear
Programming: A Survey on Recent Theoretical Developments, Annals of
Operations Research, 46, 203 - 233, 1993. (Report
Version)
- S. Zhang, The Simplex Method for Some Special
Problems, University of Groningen, 1991. (Report
Version)