James Luedtke

Associate Professor
Department of Industrial and Systems Engineering
University of Wisconsin-Madison
Madison, WI 53706

jim.luedtke at wisc dot edu


Education:


Research Interests:


Journal Papers:

  1. M. Kilinc, J. Linderoth, and J. Luedtke, “Lift-and-Project Cuts for Convex Mixed Integer Nonlinear Programs Linear Programming Based Separation and Extended Formulations,” Mathematical Programming Computation, Accepted, (2017). ( Preprint of earlier version)
  2. S. Ahmed, J. Luedtke, Y. Song, and W. Xie, “Nonanticipative duality, relaxations, and formulations for chance-constrained stochastic programs,” Mathematical Programming (2016). (Preprint)
  3. M. Bodur, S. Dash, O. Günlük, and J. Luedtke, “Strengthened Benders cuts for stochastic integer programs with continuous recourse,” Articles in Advance, INFORMS Journal on Computing (2016). (Preprint)
  4. M. Bodur and J. Luedtke, “Mixed-integer rounding enhanced benders decomposition for multiclass service system staffing and scheduling with arrival rate uncertainty,” Articles in Advance, Management Science (2016). (Preprint)
  5. B. Kocuk, H. Jeon, S.S. Dey, J. Linderoth, J. Luedtke, and X. Sun, "A cycle-based formulation and valid inequalities for DC power transmission with switching,” Operations Research, 64(4):922-938, (2016). (Preprint)
  6. X. Liu, S. Küçükyavuz and J. Luedtke, “Decomposition algorithms for two-stage chance-constrained programs,” Mathematical Programming, 157:219-243 (2016).
  7. A. Kogan, M. Lejeune, and J. Luedtke, "Erratum to: Threshold Boolean form for joint probabilistic constraints with random technology matrix'', Mathematical Programming, 155:617-620 (2015).
  8. Y. Song and J. Luedtke, "An adaptive partition-based approach for solving two-stage stochastic programs with fixed recourse," SIAM Journal on Optimization, 25:1344-1367 (2015).
  9. M. Kilinc, J.T. Linderoth, J. Luedtke, A. Miller, “Strong branching inequalities for mixed integer nonlinear programs," Computational Optimization & Applications, 59:639-665 (2014).
  10. S. Sridhar, J. Linderoth, and J. Luedtke, Models and solution techniques for production planning problems with increasing byproducts," Journal of Global Optimization, 59:597-631 (2014).
  11. M. Hamzeei and J. Luedtke, "Linearization-based algorithms for mixed-integer nonlinear programs with convex continuous relaxation", Journal of Global Optimization, 59:343-365 (2014).
  12. Y. Song, S. Kucukyavuz, and J. Luedtke, "Chance-constrained binary packing problems," INFORMS Journal on Computing, 26:735-747 (2014).
  13. J. Luedtke, "A branch-and-cut decomposition algorithm for solving chance-constrained mathematical programs with finite support," Mathematical Programming, 146:219-244 (2014).
  14. B. Armbruster and J. Luedtke, "Models and formulations for multivariate dominance constrained stochastic programs," IIE Transactions, 47:1-14 (2014).
  15. S. Sridhar, J. Linderoth, and J. Luedtke, ""Locally ideal formulations for piecewise linear functions with indicator variables", Operations Research Letters, 41:627-632 (2013).
  16. Y. Song and J. Luedtke. “Branch-and-cut approaches for chance-constrained formulations of reliable network design problems,” Mathematical Programing Computation 5:397-432 (2013).
  17. P. Belotti, C. Kirches, S. Leyffer, J. Linderoth, J. Luedtke, and A. Mahajan, "Mixed-integer nonlinear optimization," Acta Numerica, 22:1-131 (2013).
  18. J. Luedtke, M. Namazifar, and J. Linderoth, “Some results on the strength of relaxations of multilinear functions,” Mathematical Programming, 136:325-351 (2012).
  19. I. Gurvich, J. Luedtke, and T. Tezcan, “Staffing call-centers with uncertain demand forecasts: a chance-constrained optimization approach,” Management Science, 56:1093-1115 (2010).
  20. J. Luedtke, S. Ahmed and G. Nemhauser, "An integer programming approach for linear programs with probabilistic constraints," Mathematical Programming, 122:247-272 (2010).
  21. J. Luedtke and G. Nemhauser, "Strategic planning with start-time dependent variable costs," Operations Research, 57:1250-1262 (2009).
  22. J. Luedtke, "New formulations for optimization under stochastic dominance constraints," SIAM Journal on Optimization, 19:1433-1450 (2008).
  23. J. Luedtke and S. Ahmed, "A sample approximation approach for optimization with probabilistic constraints," SIAM Journal on Optimization, 19:674-699 (2008).

Refereed Conference Papers:

  1. D. Coudert, J. Luedtke, E. Moreno, and K. Priftis, "Computing and maximizing the exact reliability of wireless backhaul networks," International Network Optimization Conference (INOC) 2017, Lisbon, Portugal, 2017.
  2. T. Dinh, R. Fukasawa, and J. Luedtke, “Exact algorithms for the chance-constrained vehicle routing problem,” Integer Programming and Combinatorial Optimization (IPCO) 2016, Liege, Belgium (2016).
  3. C.H. Lim, J. Linderoth, and J. Luedtke, “Valid inequalities for separable concave constraints with indicator variables,” Integer Programming and Combinatorial Optimization (IPCO) 2016, Liege, Belgium (2016).
  4. C. D’Ambrosio, J. Linderoth, and J. Luedtke, “Valid inequalities for the pooling problem with binary variables,” 117-129, Integer Programming and Combinatorial Optimization (IPCO) 2011, New York, NY, (2011).
  5. J. Luedtke, “An integer programming and decomposition approach to general chance-constrained mathematical programs,” Integer Programming and Combinatorial Optimization (IPCO) 2010, 271—284, Lausanne, Switzerland, (2010).
  6. S. Leyffer, J. Linderoth, J. Luedtke, A. Miller and T. Munson, “Applications and algorithms for mixed integer nonlinear programming,” SciDAC 2009, J. of Physics: Conference Series, San Diego, California, (2009).
  7. J. Luedtke, S. Ahmed and G. Nemhauser. "An integer programming approach for linear programs with probabilistic constraints," The Twelfth Conference for Integer Programming and Combinatorial Optimization (IPCO 2007), Proceedings. Lecture Notes in Computer Science 4513 (2007).
  8. J. Luedtke and C.C. White, III. "The value of asset visibility in the supply chain: single and dual source models," 2004 IEEE Conference on Systems, Man and Cybernetics: Proceedings, 5:4189-94 (2004).

Submitted Papers and Technical Reports:


Other Publications:


Professional Service:


Data and online supplements:



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