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Current technical reports from the University of Wisconsin in Mathematical Programming field are in http://www.cs.wisc.edu/math-prog/tech-reports/.

A survey of applications is found at:

Michael C. Ferris and Jong Shi Pang
Engineering and Economic Applications of Complementarity Problems.
SIAM Review 39 (1997) pp. 669--713.
A survey of algorithmic approaches is found at:
Michael C. Ferris and Christian Kanzow
Complementarity and Related Problems: A Survey.
(PDF file here)
Mathematical Programming Technical Report 98-17, November 1998.
The following papers are also related to complementarity specifically.
Michael C. Ferris and Todd S. Munson
Preprocessing Complementarity Problems
(PDF file here)
Mathematical Programming Technical Report 99-07, September 1999.
Todd S. Munson, Francisco Facchinei, Michael C. Ferris, Andreas Fischer and Christian Kanzow
The Semismooth Algorithm for Large Scale Complementarity Problems
(PDF file here)
Mathematical Programming Technical Report 99-06, June 1999.
Qun Chen and Michael C. Ferris
FATCOP: A Fault Tolerant Condor-PVM Mixed Integer Program Solver
(PDF file here)
Mathematical Programming Technical Report 99-05, March 1999.
Francis Tin-Loi and Michael C. Ferris
Complementarity Problems in Engineering and Mechanics: Models and Solution.
(PDF file here)
Mathematical Programming Technical Report 99-02, February 1999.
Michael C. Ferris and Francis Tin-Loi
Limit analysis of frictional block assemblies as a mathematical program with complementarity constraints.
(PDF file here)
Mathematical Programming Technical Report 99-01, February 1999.
G.E. Stavroulakis and H. Antes
Nonlinear equation approach for inequality elastostatics. A 2-D BEM implementation
Computer and Stuctures (to appear).
Institute of Applied Mechanics,
Carolo Wilhelmina Technical University,
D-38106 Braunschweig, Germany
Todd S. Munson, Francisco Facchinei, Michael C. Ferris, Andreas Fischer and Christian Kanzow
The Semismooth Algorithm for Large Scale Complementarity Problems
(PDF file here)
Mathematical Programming Technical Report 99-06, June 1999.
Francis Tin-Loi and Michael C. Ferris
Complementarity Problems in Engineering and Mechanics: Models and Solution.
(PDF file here)
Mathematical Programming Technical Report 99-02, February 1999.
Michael C. Ferris and Francis Tin-Loi
Limit analysis of frictional block assemblies as a mathematical program with complementarity constraints.
(PDF file here)
Mathematical Programming Technical Report 99-01, February 1999.
Michael C. Ferris and Krung Sinapiromsaran
Formulating and Solving Nonlinear Programs as Mixed Complementarity Problems.
(PDF file here)
Mathematical Programming Technical Report 98-21, December 1998.
Michael C. Ferris and Todd S. Munson
Case Studies in Complementarity: Improving Model Formulation.
(PDF file here)
Mathematical Programming Technical Report 98-16, November 1998.
Michael C. Ferris and Todd S. Munson
Complementarity Problems in GAMS and the PATH Solver.
(PDF file here)
Mathematical Programming Technical Report 98-12, September 1998.
Christian Kanzow
Global Optimization Techniques for Mixed Complementarity Problems.
Mathematical Programming Technical Report 98-09, July 1998.
Michael C. Ferris, Christian Kanzow and Todd S. Munson
Feasible Descent Algorithms for Mixed Complementarity Problems.
Mathematical Programming Technical Report 98-04, March 1998 (Revised November 1998).
Michael C. Ferris, Robert Fourer and David M. Gay
Expressing Complementarity Problems in an Algebraic Modeling Language and Communicating Them to Solvers.
Mathematical Programming Technical Report 98-02, January 1998, revised October 1998.
Tecla De Luca, Francisco Facchinei and Christian Kanzow
A Theoretical and Numerical Comparison of some Semismooth Algorithms for Complementarity Problems
Mathematical Programming Technical Report 97-15, December 1997.
O. L. Mangasarian
Regularized Linear Programs with Equilibrium Constraints.
Mathematical Programming Technical Report 97-13, November 1997.
Michael C. Ferris and Todd S. Munson
Interfaces to PATH 3.0: Design, Implementation and Usage.
Computational and Applied Optimization 12: 207--227, 1999.
Steven P. Dirkse and Michael C. Ferris
Modeling and Solution Environments for MPEC: GAMS & MATLAB.
In M.~Fukushima and L.~Qi, editors, Reformulation: Nonsmooth, Piecewise Smooth, Semismooth and Smoothing Methods, pages 127--148. Kluwer Academic Publishers, 1999.
Christian Kanzow and Heiko Pieper
Jacobian Smoothing Methods for General Nonlinear Complementarity Problems
Mathematical Programming Technical Report 97-08, October 1997. To appear in SIAM Journal on Optimization.
Steven P. Dirkse and Michael C. Ferris
Traffic Modeling and Variational Inequalities using GAMS.
In Ph.~L. Toint, M.~Labbe, K.~Tanczos, and G.~Laporte, editors, Operations Research and Decision Aid Methodologies in Traffic and Transportation Management, volume 166 of NATO ASI Series F, pages 136--163. Springer-Verlag, 1998.
Jonathan Eckstein and Michael C. Ferris
Smooth Methods of Multipliers for Complementarity Problems.
Mathematical Programming Technical Report 97-01, February 1997, Revised February 1998. (Also available as: Research Report 27-96, Rutgers Center for Operations Research, Rutgers University, New Brunswick, NJ)
Michael C. Ferris, Michael Mesnier and Jorge J. More'
NEOS and CONDOR: Solving Optimization Problems over the Internet.
(PDF file here)
Mathematical Programming Technical Report 96-08, October 1996 (Revised March 1997). (Also available as: ANL/MCS-P708-0398, Mathematics and Computer Science Division, Argonne National Laboratory)
O. L. Mangasarian and M. V. Solodov
A Linearly Convergent Descent Method for Strongly Monotone Complementarity Problems.
Mathematical Programming Technical Report 96-07, October 1996.
O. L. Mangasarian and Jong-Shi Pang
Exact Penalty Functions for Mathematical Programs with Linear Complementarity Constraints.
Mathematical Programming Technical Report 96-06, August 1996, Optimization 42(1), 1997, 1-8.
Steven P. Dirkse and Michael C. Ferris
Crash Techniques for Large-Scale Complementarity Problems.
In Complementarity and Variational Problems: State of the Art, M.C. Ferris and J.S. Pang, editors, SIAM Publications, Philadelphia, 1997.
Stephen C. Billups, Steven P. Dirkse and Michael C. Ferris
A Comparison of Large Scale Mixed Complementarity Problem Solvers.
Computational Optimization and Applications 7, (1997), 3-25.
O. L. Mangasarian
The Ill-Posed Linear Complementarity Problem.
Mathematical Programming Technical Report 95-15, August 1995. Submitted to SIAM Proceedings of the International Symposium on Complementarity Problems, Baltimore, MD, November 1-4, 1995. Revised November 1995.
Stephen Billups, Ph.D. Dissertation
Algorithms for Complementarity Problems and Generalized Equations.
Mathematical Programming Technical Report 95-14, August 1995.
Chunhui Chen, Ph.D. Dissertation
Smoothing Methods in Mathematical Programming.
Mathematical Programming Technical Report 95-12, August 1995.
Michael C. Ferris and Thomas F. Rutherford
Accessing Realistic Mixed Complementarity Problems within MATLAB.
Proceedings of Nonlinear Optimization and Applications Workshop, Erice June 1995, Plenum Press.
Stephen C. Billups and Michael C. Ferris
QPCOMP: A Quadratic Programming Based Solver for Mixed Complementarity Problems.
Mathematical Programming 76, pp. 513-532, 1997.


Modified: October 8, 1999 by ferris@cs.wisc.edu and krung@cs.wisc.edu