Abstract
In this paper we consider the infinite relaxation of the corner polyhedron with 2 rows. For the 1-row case, Gomory and Johnson proved in their seminal paper a sufficient condition for a minimal function to be extreme, the celebrated 2-Slope Theorem. Despite increased interest in understanding the multiple row setting, no generalization of this theorem was known for this case. We present an extension of the 2-Slope Theorem for the case of 2 rows by showing that minimal 3-slope functions satisfying an additional regularity condition are facets (and hence extreme). Moreover, we show that this regularity condition is necessary, unveiling a structure which is only present in the multi-row setting.
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Andersen, K., Louveaux, Q., Weismantel, R., Wolsey, L.A.: Inequalities from two rows of a simplex tableau. In: IPCO ’07: Proceedings of the 12th International Conference on Integer Programming and Combinatorial Optimization, pp. 1–15. Springer, Berlin (2007)
Bixby, R.E., Fenelon, M., Gu, Z., Rothberg, E., Wunderling, R.: Mixed integer programming: a progress report. In: The Sharpest Cut, MPS-SIAM Series on Optimization, pp. 309–325. Philadelphia (2004)
Conforti M., Cornuéjols G., Zambelli G.: Corner polyhedron and intersection cuts. Surv. Oper. Res. Manag. Sci. 16(2), 105–120 (2011)
Cook W.J., Kannan R., Schrijver A.: Chvátal closures for mixed integer programming problems. Math. Programm. Ser. A 47, 155–174 (1990)
Cornuéjols G., Li Y., Vandenbussche D.: K-cuts: a variation of gomory mixed integer cuts from the lp tableau. Inf. J. Comput. 15, 385–396 (2003)
Dey S., Richard J.-P.: Relations between facets of low- and high-dimensional group problems. Math. Programm. 123, 285–313 (2010). doi:10.1007/s10107-009-0303-8
Dey S.S., Richard J.-P.P.: Facets of two-dimensional infinite group problems. Math. Oper. Res. 33(1), 140–166 (2008)
Dey S.S., Wolsey L.A.: Two row mixed-integer cuts via lifting. Math. Program. Ser. A 124, 143–174 (2010)
Gomory R.E.: Some polyhedra related to combinatorial problems. Linear Algebra Appl. 2(4), 451–558 (1969)
Gomory, R.E., Johnson, E.L: Some continuous functions related to corner polyhedra, i. Math. Program. 3:23–85 (1972) doi:10.1007/BF01585008.
Gomory R.E., Johnson E.L.: Some continuous functions related to corner polyhedra, ii. Math. Program. 3, 359–389 (1972). doi:10.1007/BF01585008
Gomory R.E., Johnson E.L.: T-space and cutting planes. Math. Program. 96, 341–375 (2003). doi:10.1007/s10107-003-0389-3
Schrijver A.: Theory of linear and integer programming. Wiley, New York (1986)
Shim, S., Johnson, E.L.: Minimal Subadditive Characterization of Facets. Working Paper, School of I&SE, Georgia Tech, Revised July (2010)
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Supported by NSF grant CMMI1024554 and ONR grant N00014-09-1-0033.
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Cornuéjols, G., Molinaro, M. A 3-Slope Theorem for the infinite relaxation in the plane. Math. Program. 142, 83–105 (2013). https://doi.org/10.1007/s10107-012-0562-7
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DOI: https://doi.org/10.1007/s10107-012-0562-7