Skip to main content

Advertisement

Log in

On the relative strength of families of intersection cuts arising from pairs of tableau constraints in mixed integer programs

  • Full Length Paper
  • Series A
  • Published:
Mathematical Programming Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Notes

  1. \([k]:=\{1,2,\ldots ,k\}\).

  2. \((a,b)\) denotes the open interval between \(a\) and \(b\).

References

  1. 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)

  2. Balas, E.: Intersection cuts—a new type of cutting planes for integer programming. Oper. Res. 19, 19–39 (1971)

    Article  MATH  MathSciNet  Google Scholar 

  3. 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)

    Article  MATH  Google Scholar 

  4. Basu, A., Bonami, P., Cornuéjols, G., Margot, F.: Experiments with two-row cuts from degenerate tableaux. INFORMS J. Comput. 23, 578–590 (2011)

    Article  MATH  MathSciNet  Google Scholar 

  5. 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)

  6. 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

  7. Borozan, V., Cornuéjols, G.: Minimal valid inequalities for integer constraints. Math. Oper. Res. 34, 538–546 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  8. Conforti, M., Cornuéjols, G., Zambelli, G.: Equivalence between intersection cuts and the corner polyhedron. Oper. Res. Lett. 38, 153–155 (2010)

    Article  MATH  MathSciNet  Google Scholar 

  9. Cook, W., Kannan, R., Schrijver, A.: Chvátal closures for mixed integer programming problems. Math. Program. 47, 155–174 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  10. 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)

    Article  MATH  Google Scholar 

  11. 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)

    Article  MATH  MathSciNet  Google Scholar 

  12. 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

  13. 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)

  14. Goemans, M.X.: Worst-case comparison of valid inequalities for the TSP. Math. Program. 69, 335–349 (1995)

    MATH  MathSciNet  Google Scholar 

  15. 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)

    Article  MATH  MathSciNet  Google Scholar 

  16. 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)

  17. Louveaux, Q., Poirrier, L.: An algorithm for the separation of two-row cuts. Math. Program. A 143, 111–146 (2014)

    Article  MATH  MathSciNet  Google Scholar 

  18. Meyer, R.R.: On the existence of optimal solutions to integer and mixed-integer programming problems. Math. Program. 7, 223–235 (1974)

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Levent Tunçel.

Additional information

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.

Rights and permissions

Reprints and permissions

About this article

Cite this article

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

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10107-014-0775-z

Mathematics Subject Classification

Navigation