Linderoth, Jeffrey T.

B.S. (highest honors) 1992, General Engineering, University of Illinois at Urbana-Champaign
M.S. 1994, Operations Research, Georgia Institute of Technology
Ph.D., 1998, Industrial Engineering, Georgia Institute of Technology

Fields of Interest

Numerical Optimization: Integer programming and Stochastic programming
High Performance and Grid Computing
Applications in Logistics, Finance, and Health-Care

Publications

Selected (mostly recent) papers only. For a full list, please see my Extended Homepage
J. Ostrowski, J. T. Linderoth, F. Rossi, and S. Smriglio, "Orbital Branching," Mathematical Programming, 126:147-178, 2011.
T. Wu, A. Davoodi, and J. T. Linderoth, "GRIP: Global Routing via Integer Programming", IEEE Transactions on Computer Aided Design, 30:72-84, 2011.
K. Abhishek, S. Leyffer, and J. T. Linderoth, "FilMINT: An Outer Approximation-Based Solver for Convex Mixed-Integer Nonlinear Programs", INFORMS Journal on Computing, 22:555-567, 2010.
O. Gunluk and J. T. Linderoth, "Perspective Relaxation of Mixed Integer Nonlinear Programs with Indicator Variables," Mathematical Programming, Series B, Vol. 104, pp. 183-206, 2010.
K. Abhishek, S. Leyffer, and J. T. Linderoth, "Modeling without Categorical Variables: A Mixed-Integer Nonlinear Program for the Optimization of Thermal Insulation Systems," Optimization and Engineering, Vol. 11, pp. 185-212, 2010.
J. Linderoth, F. Margot, and G. Thain, "Improving Bounds on the Football Pool Problem via Symmetry Reduction and High-Throughput Computing," INFORMS Journal on Computing, Vol. 21, pp. 445-457, 2009
W. Glankwamdee, J. Linderoth, J. Shen, P. Connard, and J. Hutton, "Combining Optimization and Simulation for Strategic and Operational Industrial Gas Production and Distribution," Computers and Chemical Engineering, Vol. 32, Issue 11, pp. 2536-2546, 2008.
U. Janjarassuk and J. T. Linderoth, "Reformulation and Sampling to Solve a Stochastic Network Interdiction Problem", Networks, Volume 52, Issue 3, pp. 120-132, 2008.

Selected Awards, Honors and Societies

Polygon Engineering Council Outstanding Instructor, Industrial Engineering, 2009, 2011.
Eleanor & Joseph F. Libsch Early Career Research Award, Lehigh University, 2006.
Department of Energy Early Career Principal Investigator Award: Applied Mathematics, Computer Science, and High-Performance Networks, 2005-2007
IBM Faculty Partnership Award, 2005-2006
Lehigh Engineering Ingenuity Award for Exceptional Accomplishment in Teaching and/or Research by a Junior Faculty Member, 2005
Best Paper Award, with S. J. Wright, Computational Optimization and Applications, 2003.
SIAM Activity Group on Optimization Prize, with K. Anstreicher, N. Brixius, and J.-P Goux, 2002
Enrico Fermi Scholar, Argonne National Lab, 1999-2000.

Editorial

Area Editor Mathematical Programming Computation, 2008-present
Editorial Board, Optimization Methods and Software, 2008-present
Editorial Board, Computation Optimization and Applications, 2007-present
Associate Editor, Asia-Pacific Journal of Operational Research, 2007-2010
Associate Editor, INFORMS Journal on Computing, 2003-present.

Summary

Professor Linderoth's research focuses on modeling and solving real-world, large-scale optimization problems. Specific research areas within optimization include integer programming, used for modeling yes/no decisions, and stochastic programming, useful for decision making under uncertainty. His research places a particular emphasis on developing high-performance, distributed optimization algorithms and software.

Date last modified: 31-May-2011 13:22:12
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