Abstract
Given rational numbers C 0,...,C m and b 0,...,b m , the mixing set with arbitrary capacities is the mixed-integer set defined by conditions
s + C t z t ≥ b t , 0 ≤ t ≤ m,
s ≥ 0,
z t integer, 0 ≤ t ≤ m.
Such a set has applications in lot-sizing problems. We study the special case of divisible capacities, i.e. C t /C t − 1 is a positive integer for 1 ≤ t ≤ m. Under this assumption, we give an extended formulation for the convex hull of the above set that uses a quadratic number of variables and constraints.
This work was partly carried out within the framework of ADONET, a European network in Algorithmic Discrete Optimization, contract no. MRTN-CT-2003-504438.
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References
Atamtürk, A.: Strong formulations of robust mixed 0-1 programming. Mathematical Programming 108, 235–250 (2006)
Balas, E.: Disjunctive programming: Properties of the convex hull of feasible points. Discrete Applied Mathematics 89, 3–44 (1998)
Conforti, M., Di Summa, M., Eisenbrand, F., Wolsey, L.A.: Network formulations of mixed-integer programs. CORE Discussion Paper, 2006/117, Université catholique de Louvain, Belgium. Mathematics of Operations Research (accepted, 2006)
Conforti, M., Wolsey, L.A.: Compact formulations as a union of polyhedra. Mathematical Programming (published online) (to appear, 2007)
Constantino, M., Miller, A.J., Van Vyve, M.: Mixing MIR inequalities with two divisible coefficients (manuscript, 2007)
Di Summa, M.: The mixing set with divisible capacities (manuscript, 2007)
Di Summa, M.: Formulations of Mixed-Integer Sets Defined by Totally Unimodular Constraint Matrices. PhD thesis, Università degli Studi di Padova, Italy (2008)
Ghouila-Houri, A.: Caractérisations des matrices totalement unimodulaires. In: Comptes Rendus Hebdomadaires des Séances de l’Académie des Sciences, Paris, vol. 254, pp. 1192–1194 (1962)
Günlük, O., Pochet, Y.: Mixing mixed-integer inequalities. Mathematical Programming 90, 429–457 (2001)
Henk, M., Weismantel, R.: Diophantine approximations and integer points of cones. Combinatorica 22, 401–408 (2002)
Marcotte, O.: The cutting stock problem and integer rounding. Mathematical Programming 33, 82–92 (1985)
Miller, A.J., Wolsey, L.A.: Tight formulations for some simple mixed integer programs and convex objective integer programs. Mathematical Programming 98, 73–88 (2003)
Pochet, Y., Weismantel, R.: The sequential knapsack polytope. SIAM Journal on Optimization 8, 248–264 (1998)
Pochet, Y., Wolsey, L.A.: Network design with divisible capacities: Aggregated flow and knapsack subproblems. In: Balas, E., Cornuéjols, G., Kannan, R. (eds.) Integer Programming and Combinatorial Optimization, pp. 324–336. Carnegie Mellon University (1992)
Pochet, Y., Wolsey, L.A.: Polyhedra for lot-sizing with Wagner-Whitin costs. Mathematical Programming 67, 297–323 (1994)
Pochet, Y., Wolsey, L.A.: Integer knapsack and flow covers with divisible coefficients: Polyhedra, optimization and separation. Discrete Applied Mathematics 59, 57–74 (1995)
Pochet, Y., Wolsey, L.A.: Production Planning by Mixed Integer Programming. Springer, Heidelberg (2006)
Van Vyve, M.: A Solution Approach of Production Planning Problems Based on Compact Formulations for Single-Item Lot-Sizing Models. PhD thesis, Faculté des Sciences Appliquées, Université catholique de Louvain, Belgium (2003)
Van Vyve, M.: Linear-programming extended formulations for the single-item lot-sizing problem with backlogging and constant capacity. Mathematical Programming 108, 53–77 (2006)
Zhao, M., de Farias Jr., I.R.: The mixing-MIR set with divisible capacities. Mathematical Programming (published online) (to appear, 2007)
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Conforti, M., Di Summa, M., Wolsey, L.A. (2008). The Mixing Set with Divisible Capacities. In: Lodi, A., Panconesi, A., Rinaldi, G. (eds) Integer Programming and Combinatorial Optimization. IPCO 2008. Lecture Notes in Computer Science, vol 5035. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-68891-4_30
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DOI: https://doi.org/10.1007/978-3-540-68891-4_30
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