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Mathematics of Materials and Macromolecules: Multiple Scales, Disorder, and Singularities, September 2004 - June 2005

IMA Hot Topics Workshop:

Mixed-Integer Programming

July 25 - 29, 2005

Sponsors
   
   
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With support from the Mathematical Sciences Department of IBM Research, for the travel of early-career researchers, and from SAS Operations Research & Management Science.

The proceedings of this workshop have been published in a special issue of the journal Discrete Optimization.

Organizers:

Alper Atamturk
Department of Industrial Eng. and Oper. Research
University of California - Berkeley

Daniel Bienstock
Department of IEOR
Columbia University

Sanjeeb Dash
IBM - Research

Adam N. Letchford
Management Science
Lancaster University
http://www.lancs.ac.uk/staff/letchfoa/

Jeff Linderoth
Industrial and Systems Engineering Department
Lehigh University

http://www.lehigh.edu/~jtl3/

Schedule Participants Feedback
Dining Guide Maps
Call for Papers
Photo Gallery Abstracts and Talk Materials

Description:

Mixed-integer programming (MIP) has entered a fourth, and critical, phase. The initial phase of development, beginning in the 1950's, identified some core methodological and modeling techniques, and discovered the inherent complexity of combinatorial problems. The second phase (late '60s through mid '80s) embarked on a primarily methodological path, which paralleled, in a smaller scale, that taken by the Theoretical Computer Science community. The third phase (1990's) used the methodological developments of the prior decades to obtain software implementations far superior to any available before.

We are now in the fourth phase, which recognizes the (often stunning) implementational successes recorded in the last ten years, while also acknowledging the fact that much more methodological work is needed. In this phase, building bridges to other areas of mathematics is an important component. Nevertheless, MIP now constitutes a unique computational science: it attempts to routinely solve problems that are fundamentally intractable and that arise from many applications, and it does so by blending mathematics, ever more sophisticated implementations, and innovative modeling.

This meeting will bring together many of the leading researchers in both the theoretical and computational aspects of MIP to highlight recent advances, foster interaction and collaboration, and to discuss how to expand the role of MIP in several potential high-impact application areas, such as network design for the Power Grid, computational biology, medical treatment planning, and cryptography.

Special Issue on Integer and Mixed-Integer Programming of the journal Discrete Optimization Call for Papers

A special issue of the journal Discrete Optimization will be devoted to this workshop. The editors of the special issue, Jon Lee and Adam Letchford, invite all participants in the IMA workshop, whether speakers or not, to submit papers by the deadline of 15 September 2005. To be considered for publication, papers should be directly related to integer or mixed-integer programming, but need not be connected to specific talks given at the workshop. Submitted papers will undergo the full refereeing process of Discrete Optimization.

Paper should be prepared in LaTeX and submitted electronically, in PDF or PostScript format, to either of the guest editors, indicating in the email that the paper is to be consider for the special issue "IMA-MIP". Authors are requested to put their e-mail address on the manuscript.

 

Schedule
Monday, July 25
9:30a-10:15a Coffee and registration   EE/CS 3-176
10:15a-10:30a Introduction and welcome   EE/CS 3-180
10:30a-11:15a Recent advances in lift and project Egon Balas (Carnegie Mellon University) EE/CS 3-180
11:15a-12:00p A special case of the integer single node flow set with upper bounds Miguel Constantino (Universidade de Lisboa) EE/CS 3-180
12:00p-2:30p Lunch    
2:30p-3:15p Branch-and-cut for cardinality constrained optimization Ismael de Farias (State University of New York - Buffalo) EE/CS 3-180
3:15p-4:00p Branching in branch-and-price algorithms Francois Vanderbeck (Universite de Bordeaux 1) EE/CS 3-180
4:00p-5:00p Reception and poster session
Lind Hall 409
Randomized relaxation methods for the Maximum Feasible Subsystem problem Edoardo Amaldi (Politecnico di Milano)
Rounding heuristics and ramp-up procedures for parallel MIP Jonathan Eckstein (Rutgers University)
Branch-and-Price-and-Cut on Clique Partition Problem with Minimum Clique Size Requirement Xiaoyun Ji (Rensselaer Polytechnic Institute)
Branching on general disjunctions Miroslav Karamanov (Carnegie Mellon University)
Locomotives and rail cars: Switching, routing, and scheduling Marco Luebbecke (Technical University of Berlin)
Optimizing over the split closure - Modeling and theoretical analysis Anureet Saxena (Carnegie Mellon University)
Finding the nearest point in a polytope according to any metric Joao Luis Cardoso Soares (Universidade de Coimbra)
A cutting algorithm for the minimum sum-of-squared error clustering Yu Xia (The Institute of Statistical Mathematics)
Tuesday, July 26
9:00a-9:30a Coffee   EE/CS 3-176
9:30a-10:15a Faster separation of 1-wheel inequalities for stable set polytopes Sven de Vries (Technische Universität München) EE/CS 3-180
10:15a-11:00a Split cuts and the stable set polytope of quasi-line graphs Friedrich Eisenbrand (Max-Planck-Institut fuer Informatik) EE/CS 3-180
11:00a-2:00p Lunch    
2:00p-2:45p Two-step MIR inequalities for mixed-integer sets Oktay Gunluk (IBM) EE/CS 3-180
2:45p-3:30p A basic mixed integer set: the mixing set and its applications Laurence Wolsey (Universite Catholique de Louvain) EE/CS 3-180
3:30p-4:30p Coffee   EE/CS 3-176
4:00p-5:00p Roundtable discussion Dimitris Bertsimas (Massachusetts Institute of Technology), Daniel Bienstock (Columbia University), Adam N. Letchford (Lancaster University), George L. Nemhauser (Georgia Institute of Technology), Robert Weismantel (Otto-von-Guericke-University of Magdeburg) EE/CS 3-180
Wednesday, July 27
9:00a-9:30a Coffee   EE/CS 3-176
9:30a-10:15a Symmetry in integer programming Francois Margot (Carnegie Mellon University) EE/CS 3-180
10:15a-11:00a The Dial-a-Flight-Problem Martin Savelsbergh (Georgia Institute of Technology) EE/CS 3-180
11:00a-2:00p Lunch    
2:00p-2:45p Applying discrete optimization to robust power grid problems Daniel Bienstock (Columbia University) EE/CS 3-180
2:45p-3:30p Solving mixed integer programs arising in statistical data editing Juan-Jose Salazar-Gonzalez (Universidad de La Laguna) EE/CS 3-180
3:30p-4:00p Coffee   EE/CS 3-176
4:00p-4:45p Robust branch-and-cut-and-price for the capacitated minimum spanning tree problem Eduardo Uchoa (Universidade Federal Fluminense) EE/CS 3-180
4:45p-5:30p Second Chances   EE/CS 3-180
7:00p-9:00p Workshop Dinner   Loring Pasta Bar, in the Red Room, 327 14th Avenue SE, Dinkytown 
Thursday, July 28
9:00a-9:30a Coffee   EE/CS 3-176
9:30a-10:15a Strengthening the formulation of mixed integer programs with an example in production scheduling Kent Andersen ( CORE (Center for Operations Research and Econometrics)) EE/CS 3-180
10:15a-11:00a Constraint branching and disjunctive cuts for mixed integer programs Michael Perregaard (Dash Associates) EE/CS 3-180
11:00a-2:00p Lunch    
2:00p-2:45p Heuristic integer (and mixed integer) linear programming Andrea Lodi (IBM) EE/CS 3-180
2:45p-3:30p It's a beautiful day in the neighborhood --- Local search in mixed integer programming Ed Rothberg (ILOG, Inc.) EE/CS 3-180
3:30p-4:00p Coffee   EE/CS 3-176
4:00p-4:45p Column basis reduction, decomposable knapsack and cascade problems Gabor Pataki (University of North Carolina) EE/CS 3-180
4:45p-5:30p Conflict analysis in mixed integer programming Tobias Achterberg (Zuse Institute Berlin) EE/CS 3-180
Friday, July 29
8:30a-9:00a Coffee   EE/CS 3-176
9:00a-8:45p On generalized branching methods for mixed integer programming Sanjay Mehrotra (Northwestern University) EE/CS 3-180
9:45a-10:30a Mixed integer polynomial programming Robert Weismantel (Otto-von-Guericke-University of Magdeburg) EE/CS 3-180
10:30a-10:45a Coffee   EE/CS 3-176
10:45a-11:30a Integerprogramming, duality and superadditive functions Jean Bernard Lasserre (LAAS-CNRS) EE/CS 3-180
11:30a-12:00p Last Chances   EE/CS 3-180

LIST OF CONFIRMED PARTICIPANTS

Name Department Affiliation
Tobias Achterberg Optimization Zuse Institute Berlin
Shabbir Ahmed School of Industrial & Systems Engineering Georgia Institute of Technology
Hakim S. Alhussien ECE University of Minnesota
Edoardo Amaldi Dipartimento di Elettronica e Informazione Politecnico di Milano
Kent Andersen 34 Voie du Roman Pays CORE (Center for Operations Research and Econometrics)
Douglas N. Arnold Institute for Mathematics and its Applications University of Minnesota
Donald G. Aronson Institute for Mathematics and its Applications University of Minnesota
Alper Atamturk Department of Industrial Eng. and Oper. Research University of California - Berkeley
Pasquale Avella Research Center on Software Technology Universita del Sannio
Egon Balas Graduate School of Industrial Administration Carnegie Mellon University
Pietro Belotti Department of Electronics and Information Polytecnic of Milan
Saifallah Benjaafar Mechanical Engineering University of Minnesota
Dimitris Bertsimas Sloan School of Management Massachusetts Institute of Technology
Daniel Bienstock Department of IEOR Columbia University
Robert E. Bixby   Rice University
Maurizio Boccia Department of Engineering University of Sannio
Pierre Bonami Tepper School of Business Carnegie Mellon University
Enrique Bustamante Industrial Engineering/Mechanical Engineering University of Minnesota
Patrick Byrnes School of Mathematics University of Minnesota
Tamra Carpenter Technologies Telcordia
Juan Pablo Vielma Centeno School of Industrial and Systems Engineering Georgia Institute of Technology
Manoj Chari Analytical Solutions Division SAS Institute Inc.
Miguel Constantino Faculdade de Ciências Universidade de Lisboa
William Cook Industrial and Systems Engineering Georgia Institute of Technology
Gerard P. Cornuejols Mathematical Sciences Department Carnegie Mellon University
Chuangyin Dang Manufacturing Engineering & Engineering Management City University of Hong Kong
Sanjeeb Dash IBM Corporation IBM
Ismael de Farias Department of Industrial Engineering State University of New York - Buffalo
Sven de Vries Kombinatorische Geometrie (M9) Technische Universität München
Jonathan Eckstein   Rutgers University
Friedrich Eisenbrand Stuhlsatzenhausweg 85 Max-Planck-Institut fuer Informatik
Faramroze Godrej Engineer School of Industrial and Systems Engineering Georgia Institute of Technology
Daniel Espinoza School of Industrial and Systems Engineering Georgia Institute of Technology
Matthew Galati Analytical Solutions SAS Institute Inc.
Renan Garcia School of Industrial and Systems Engineering Georgia Institute of Technology
Georgios Giannakis Electrical and Computer Engineering University of Minnesota
Marcus Guzman Goycoolea School of Industrial and Systems Engineering Georgia Institute of Technology
Zonghao Gu ILOG, Inc. ILOG, Inc.
Yongpei Guan School of Industrial and Systems Engineering Georgia Institute of Technology
Oktay Gunluk T.J. Watson Research Center IBM
Diwakar Gupta Department of Mechanical Engineering University of Minnesota
Rohit Gupta Department of Computer Science & Engineering University of Minnesota
Illya Hicks Industrial Engineering Texas A & M University
Jennie Hu OR Department R&D SAS Institute Inc.
Xiaoyun Ji Department of Mathematical Science Rensselaer Polytechnic Institute
Ellis Johnson School of Industrial & Systems Engineering Georgia Institute of Technology
Miroslav Karamanov Tepper School of Business Carnegie Mellon University
Erica Zimmer Klampfl Ford Research Laboratory Ford
Thorsten Koch Optimization Zuse Institute Berlin
Arie Koster Optimization Zuse Institute Berlin
Simge Kucukyavuz Systems and Industrial Engineering University of Arizona
Jean Bernard Lasserre   LAAS-CNRS
Jon Lee IBM Corporation IBM
Juyul Lee Electrical and Computer Engineering University of Minnesota
Adam N. Letchford Management Science Lancaster University
Debra Lewis Institute for Mathematics and its Applications University of Minnesota
Yanjun Li Krannert Graduate School of Management Purdue University
Jeff Linderoth Industrial and Systems Engineering Department Lehigh University
Andrea Lodi   IBM
Marco Luebbecke Institute of Mathematics Technical University of Berlin
James Luedtke School of Industrial and Systems Engineering Georgia Institute of Technology
Jun Ma Industrial Engineering & Management Sciences Northwestern University
Francois Margot Tepper School of Business Carnegie Mellon University
Sara Mattia DIS Universita di Roma "La Sapienza"
Sanjay Mehrotra Industrial Engineering and Management Sciences Northwestern University
Sophie Michel Mathematiques Appliquees de Bordeaux (MAB) Universite de Bordeaux 1
Andrew Miller Department of Industrial Engineering University of Wisconsin - Madison
Lisa A. Miller Department of Mechanical Engineering University of Minnesota
Vishnu Narayanan Industrial Engineering and Operations Research University of California - Berkeley
George L. Nemhauser School of Industrial and Systems Engineering Georgia Institute of Technology
Gabor Pataki Department of Operations Research University of North Carolina
Michael Perregaard Quinton Lodge Dash Associates
Cynthia A. Phillips Algorithms & Discrete Mathematics Department Sandia National Laboratories
Deepak Rajan T.J. Watson Research Center IBM
Ted Ralphs Industrial and Systems Engineering Lehigh University
Jean-Philippe P. Richard School of Industrial Engineering Purdue University
Ed Rothberg CPLEX ILOG, Inc.
Juan-Jose Salazar-Gonzalez D.E.I.O.C. Universidad de La Laguna
Martin Savelsbergh School of Industrial and Systems Engineering Georgia Institute of Technology
Anureet Saxena Tepper School of Business Carnegie Mellon University
Arnd Scheel Institute for Mathematics and its Applications University of Minnesota
Suvrajeet Sen Program Director National Science Foundation
David Shallcross Research Telcordia
Huanyuan Sheng Industrial Engineering & Management Science Northwestern University
Stefano Smriglio   University of L'Aquila
Joao Luis Cardoso Soares Department of Mathmematics Universidade de Coimbra
Mohit Tawarmalani Department of Mathematics Purdue University
Eduardo Uchoa Departamento de Engenharia de Producao Universidade Federal Fluminense
Francois Vanderbeck Mathematiques Appliquees Bordeaux Universite de Bordeaux 1
Robert Weismantel Department of Mathematical Optimization Otto-von-Guericke-University of Magdeburg
Laurence Wolsey Center for Operations Research and Econometrics (CORE) Universite Catholique de Louvain
Yu Xia Institute of Statistical Mathematics The Institute of Statistical Mathematics
Yan Xu Analytical Solutions SAS Institute Inc.
Bo Zeng Department of Industrial Engineering Purdue University
Guoqing Zhang Department of Industrial & manufacturing Systems Engineering University of Windsor
Muhong Zhang Industrial Engineering and Operations Research University of California - Berkeley
Ming Zhao Industrial Engineering State University of New York - Buffalo