Abstract
We compare the relative strength of valid inequalities for the integer hull of the feasible region of mixed integer linear programs with two equality constraints, two unrestricted integer variables and any number of nonnegative continuous variables. In particular, we prove that the closure of Type 2 triangle (resp. Type 3 triangle; quadrilateral) inequalities, are all within a factor of \(1.5\) of the integer hull, and provide examples showing that the approximation factor is not less than \(1.125\). There is no fixed approximation ratio for split or Type 1 triangle inequalities however.
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Notes
\([k]:=\{1,2,\ldots ,k\}\).
\((a,b)\) denotes the open interval between \(a\) and \(b\).
References
Andersen, K., Louveaux, Q., Weismantel, R., Wolsey, L.: Cutting Planes from Two Rows of a Simplex Tableau, Proceedings of IPCO XII, pp. 1–15. Ithaca, New York (June 2007)
Balas, E.: Intersection cuts—a new type of cutting planes for integer programming. Oper. Res. 19, 19–39 (1971)
Basu, A., Bonami, P., Cornuéjols, G., Margot, F.: On the relative strength of split, triangle and quadrilateral cuts. Math. Program. A 126, 281–314 (2011)
Basu, A., Bonami, P., Cornuéjols, G., Margot, F.: Experiments with two-row cuts from degenerate tableaux. INFORMS J. Comput. 23, 578–590 (2011)
Basu, A., Cornuéjols, G., Molinaro, M.: A probabilistic analysis of the strength of the split and triangle closures. In: Günlük, O., Woeginger, G. J. (eds.), IPCO 2011, LNCS 6655, pp. 27–38 (2011)
Basu, A., Hildebrand, R., Köppe, M.: The Triangle Closure is a Polyhedron. To appear in Mathematical Programming A, published online (2013). doi:10.1007/s10107-013-0639-y
Borozan, V., Cornuéjols, G.: Minimal valid inequalities for integer constraints. Math. Oper. Res. 34, 538–546 (2009)
Conforti, M., Cornuéjols, G., Zambelli, G.: Equivalence between intersection cuts and the corner polyhedron. Oper. Res. Lett. 38, 153–155 (2010)
Cook, W., Kannan, R., Schrijver, A.: Chvátal closures for mixed integer programming problems. Math. Program. 47, 155–174 (1990)
Cornuéjols, G., Margot, F.: On the facets of mixed integer programs with two integer variables and two constraints. Math. Program. A 120, 429–456 (2009)
Del Pia, A., Wagner, C., Weismantel, R.: A probabilistic comparison of the strength of split, triangle, and quadrilateral cuts. Oper. Res. Lett. 39, 234–240 (2011)
Dey, S.S., Lodi, A., Tramontani, A., Wolsey, L.A. : On the practical strength of two-row tableau cuts. INFORMS J. Comput. Published online (2013). doi:10.1287/ijoc.2013.0559
Dey, S.S., Wolsey, L.A.: Variables, lifting integer, in minimal inequalities corresponding to lattice-free triangles, IPCO 2008, Bertinoro. Italy. Lect. Notes Comput. Sci. 5035, 463–475 (2008)
Goemans, M.X.: Worst-case comparison of valid inequalities for the TSP. Math. Program. 69, 335–349 (1995)
He, Q., Ahmed, S., Nemhauser, G.L.: A probabilistic comparison of split and Type 1 triangle cuts for two row mixed-integer programs. SIAM J. Optim. 21, 617–632 (2011)
Lovász, L.: In: Iri, M., Tanabe, K. (eds.) Geometry of numbers and integer programming, mathematical programming: recent developments and applications, pp. 177–210. Kluwer, New York (1989)
Louveaux, Q., Poirrier, L.: An algorithm for the separation of two-row cuts. Math. Program. A 143, 111–146 (2014)
Meyer, R.R.: On the existence of optimal solutions to integer and mixed-integer programming problems. Math. Program. 7, 223–235 (1974)
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Yogesh Awate: Research of this author was supported in part by a Mellon Fellowship.
Gérard Cornuéjols: Research of this author was supported in part by NSF grant CMMI1024554 and ONR grant N00014-09-1-0033.
Bertrand Guenin: Research of this author was supported in part by a Discovery Grant from NSERC and ONR grant N00014-12-1-0049.
Levent Tunçel: Research of this author was supported in part by a Discovery Grant from NSERC and ONR grant N00014-12-1-0049.
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Awate, Y., Cornuéjols, G., Guenin, B. et al. On the relative strength of families of intersection cuts arising from pairs of tableau constraints in mixed integer programs. Math. Program. 150, 459–489 (2015). https://doi.org/10.1007/s10107-014-0775-z
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DOI: https://doi.org/10.1007/s10107-014-0775-z