Skip to main content
Log in

The graphical relaxation: A new framework for the symmetric traveling salesman polytope

  • Published:
Mathematical Programming Submit manuscript

Abstract

A present trend in the study of theSymmetric Traveling Salesman Polytope (STSP(n)) is to use, as a relaxation of the polytope, thegraphical relaxation (GTSP(n)) rather than the traditionalmonotone relaxation which seems to have attained its limits. In this paper, we show the very close relationship between STSP(n) and GTSP(n). In particular, we prove that every non-trivial facet of STSP(n) is the intersection ofn + 1 facets of GTSP(n),n of which are defined by the degree inequalities. This fact permits us to define a standard form for the facet-defining inequalities for STSP(n), that we calltight triangular, and to devise a proof technique that can be used to show that many known facet-defining inequalities for GTSP(n) define also facets of STSP(n). In addition, we give conditions that permit to obtain facet-defining inequalities by composition of facet-defining inequalities for STSP(n) and general lifting theorems to derive facet-defining inequalities for STSP(n +k) from inequalities defining facets of STSP(n).

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.

Similar content being viewed by others

References

  • X. Berenguer, “A characterization of linear admissible transformations for them-travelling salesmen problem,”European Journal of Operational Research 3 (1979) 232–249.

    Google Scholar 

  • S. Boyd, private communication (1988).

  • S. Boyd and W.H. Cunningham, “Small travelling salesman polytopes,”Mathematics of Operations Research 16 (1991) 259–271.

    Google Scholar 

  • V. Chvátal, “Edmonds polytopes and weakly Hamiltonian graphs,”Mathematical Programming 5 (1973), 29–40.

    Google Scholar 

  • G. Cornuéjols, J. Fonlupt and D. Naddef, “The traveling salesman problem on a graph and some related integer polyhedra,”Mathematical Programming 33 (1985) 1–27.

    Google Scholar 

  • T. Christof, M. Jünger and G. Reinelt, “A complete description of the traveling salesman polytope on 8 nodes,”Operations Research Letters 10 (1991) 497–500.

    Google Scholar 

  • G.B. Dantzig, D.R. Fulkerson and S.M. Johnson, “Solution of a large-scale travelling salesman problem,”Operations Research 2 (1954) 393–410.

    Google Scholar 

  • J. Edmonds, “Maximum matching and a polyhedron with 0, 1-vertices,”Journal of Research of the National Bureau of Standards, Section B 69 (1965) 125–130.

    Google Scholar 

  • B. Fleischmann, “A new class of cutting planes for the symmetric travelling salesman problem,”Mathematical Programming 40 (1988) 225–246.

    Google Scholar 

  • M. Hartman, private communication (1988).

  • M. Grötschel and O. Holland, “Solution of large-scale symmetric travelling salesman problems,”Mathematical Programming 15 (1991) 141–202.

    Google Scholar 

  • M. Grötschel and M. Padberg, “On the symmetric travelling salesman problem,” working paper, Institut für Oekonometrie und Operation Research, Universität Bonn (1975).

    Google Scholar 

  • M. Grötschel and M. Padberg, “On the symmetric travelling salesman problem I: Inequalities,”Mathematical Programming 16 (1979) 265–280.

    Google Scholar 

  • M. Grötschel and M. Padberg, “On the symmetric travelling salesman problem II: Lifting theorems and facets,”Mathematical Programming 16 (1979) 281–302.

    Google Scholar 

  • M. Grötschel and M. Padberg, “Polyhedral theory,” in: E.L. Lawler et al., eds.,The Traveling Salesman Problem (Wiley, Chichester, 1985) pp. 251–305.

    Google Scholar 

  • M. Grötschel and W.R. Pulleyblank, “Clique tree inequalities and the symmetric travelling salesman problem,”Mathematics of Operations Research 11 (1986) 537–569.

    Google Scholar 

  • E.L. Lawler, J.K. Lenstra, A.H.G. Rinnooy Kan and D.B. Shmoys, eds.,The Traveling Salesman Problem (Wiley, Chichester, 1985).

    Google Scholar 

  • J.F. Maurras, “Some results on the convex hull of Hamiltonian cycles of symmetric complete graphs,” in: B. Roy, ed.,Combinatorial Programming: Methods and Applications (Reidel, Dordrecht, 1975) pp. 179–190.

    Google Scholar 

  • D. Naddef and G. Rinaldi, “The symmetric traveling salesman polytope and its graphical relaxation: Composition of valid inequalities,”Mathematical Programming 51 (1991) 359–400.

    Google Scholar 

  • D. Naddef and G. Rinaldi, “The symmetric traveling salesman polytope: New facets from the graphical relaxation,” Report R.248, IASI-CNR (Rome, 1988).

    Google Scholar 

  • D. Naddef and G. Rinaldi, “The crown inequalities for the symmetric traveling salesman polytope,”Mathematics of Operations Research 17 (1992) 308–326.

    Google Scholar 

  • G.L. Nemhauser and L.A. Wolsey,Integer and Combinatorial Optimization (Wiley, Chicester, 1988).

    Google Scholar 

  • M. Padberg, “On the facial structure of the set packing polyhedra,”Mathematical Programming 5 (1973) 199–216.

    Google Scholar 

  • M. Padberg and M. Grötschel, “Polyhedral computations,” in: E.L. Lawler et al., eds.,The Traveling Salesman Problem (Wiley, Chichester, 1985) pp. 307–360.

    Google Scholar 

  • M. Padberg and S. Hong, “On the symmetric travelling salesman problem: A computational study,”Mathematical Programming Study 12 (1980) 78–107.

    Google Scholar 

  • M. Padberg and G. Rinaldi, “Optimization of a 532-city symmetric traveling salesman problem by branch-and-cut,”Operations Research Letters 6 (1987) 1–7.

    Google Scholar 

  • M. Padberg and G. Rinaldi, “Facet identification for the symmetric traveling salesman polytope,”Mathematical Programming 47 (1990) 219–257.

    Google Scholar 

  • M. Padberg and G. Rinaldi, “A branch-and-cut algorithm for the resolution of large-scale symmetric traveling salesman problems,”SIAM Review 33 (1991) 60–100.

    Google Scholar 

  • W.R. Pulleyblank, “Polyhedral combinatorics,” in: A. Bachem et al., eds.,Mathematical Programming: The State of the Art - Bonn 1982 (Springer, Berlin, 1983) pp. 312–345.

    Google Scholar 

  • M. Queyranne and Y. Wang, private communication (1989).

  • H. Weyl, “Elementare Theorie der konvexen Polyeder,”Commentarii Mathematici Helvetici 7 (1935) 509–533.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Partially financed by P.R.C. Mathématique et Informatique.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Naddef, D., Rinaldi, G. The graphical relaxation: A new framework for the symmetric traveling salesman polytope. Mathematical Programming 58, 53–88 (1993). https://doi.org/10.1007/BF01581259

Download citation

  • Received:

  • Revised:

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01581259

Key words

Navigation