Skip to main content
Log in

Shorter tours by nicer ears: 7/5-Approximation for the graph-TSP, 3/2 for the path version, and 4/3 for two-edge-connected subgraphs

  • Original Paper
  • Published:
Combinatorica Aims and scope Submit manuscript

Abstract

We prove new results for approximating the graph-TSP and some related problems. We obtain polynomial-time algorithms with improved approximation guarantees.

For the graph-TSP itself, we improve the approximation ratio to 7=5. For a generalization, the minimum T-tour problem, we obtain the first nontrivial approximation algorithm, with ratio 3=2. This contains the s-t-path graph-TSP as a special case. Our approximation guarantee for finding a smallest 2-edge-connected spanning subgraph is 4=3.

The key new ingredient of all our algorithms is a special kind of ear-decomposition optimized using forest representations of hypergraphs. The same methods also provide the lower bounds (arising from LP relaxations) that we use to deduce the approximation ratios.

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

  1. A. Alexander, S. Boyd, and P. Elliott-Magwood: On the integrality gap of the 2-edge connected subgraph problem, Technical Report TR-2006-04, SITE, University of Ottawa, 2006.

    Google Scholar 

  2. H.-C. An, R. Kleinberg, and D. B. Shmoys: Improving Christofides’ algorithm for the s-t path TSP, Proceedings of the 44th Annual ACM Symposium on Theory of Computing (2012), 875–886

    Google Scholar 

  3. F. Barahona and M. Conforti: A construction for binary matroids, Discrete Mathematics 66 (1987), 213–218.

    Article  MATH  MathSciNet  Google Scholar 

  4. S. Boyd, R. Sitters, S. van der Ster and L. Stougie: TSP on cubic and subcubic graphs, in: Integer Programming and Combinatorial Optimization; Proceedings of the 15th IPCO Conference; LNCS 6655 (O. Günlük, G.J. Woeginger, eds.), Springer, Berlin 2011, 65–77.

    Google Scholar 

  5. R. Carr and R. Ravi: A new bound for the 2-edge connected subgraph problem, in: Integer Programming and Combinatorial Optimization; Proceedings of the 6th IPCO Conference; LNCS 1412 (R.E. Bixby, E.A. Boyd, R.Z. Ríos-Mercado, eds.), Springer, Berlin 1998, 112–125.

    Chapter  Google Scholar 

  6. J. Cheriyan, A. Sebő and Z. Szigeti: Improving on the 1.5-approximation of a smallest 2-edge connected spanning subgraph, SIAM Journal on Discrete Mathematics 14 (2001), 170–180.

    Article  MATH  MathSciNet  Google Scholar 

  7. N. Christofides: Worst-case analysis of a new heuristic for the traveling salesman problem, Technical Report 388, Graduate School of Industrial Administration, Carnegie-Mellon University, Pittsburgh 1976.

    Google Scholar 

  8. W. J. Cook: In Pursuit of the Traveling Salesman: Mathematics at the Limits of Computation, Princeton University Press 2012.

    Google Scholar 

  9. 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.

    Article  MATH  MathSciNet  Google Scholar 

  10. J. Edmonds: The Chinese postman’s problem, Bulletin of the Operations Research Society of America 13 (1965), 3–3.

    Google Scholar 

  11. J. Edmonds: Submodular functions, matroids and certain polyhedra, in: Combinatorial Structures and Their Applications; Proceedings of the Calgary International Conference on Combinatorial Structures and Their Applications 1969 (R. Guy, H. Hanani, N. Sauer, J. Schönheim, eds.), Gordon and Breach, New York 1970, 69–87.

    Google Scholar 

  12. J. Edmonds and E. L. Johnson: Matching, Euler tours and the Chinese postman, Mathematical Programming 5 (1973), 88–124.

    Article  MATH  MathSciNet  Google Scholar 

  13. A. Frank: Conservative weightings and ear-decompositions of graphs, Combinatorica 13 (1993), 65–81.

    Article  MATH  MathSciNet  Google Scholar 

  14. A. Frank: Connections in Combinatorial Optimization, Oxford University Press 2011.

    MATH  Google Scholar 

  15. H. N. Gabow: Implementation of algorithms for maximum matching on nonbipartite graphs, Ph.D. thesis, Department of Computer Science, Stanford University 1973.

    Google Scholar 

  16. D. Gamarnik, M. Lewenstein and M. Sviridenko: An improved upper bound for the TSP in cubic 3-edge-connected graphs, Operations Research Letters 33 (2005), 467–474.

    Article  MATH  MathSciNet  Google Scholar 

  17. M. R. Garey, D. S. Johnson and R. E. Tarjan: The planar Hamiltonian circuit problem is NP-complete, SIAM Journal on Computing 5 (1976), 704–714.

    Article  MATH  MathSciNet  Google Scholar 

  18. J. A. Hoogeveen: Analysis of Christofides’ heuristic: some paths are more difficult than cycles, Operations Research Letters 10 (1991), 291–295.

    Article  MATH  MathSciNet  Google Scholar 

  19. S. Khuller and U. Vishkin: Biconnectivity approximations and graph carvings, Journal of the ACM 41 (1994), 214–235.

    Article  MATH  MathSciNet  Google Scholar 

  20. M. Lorea: Hypergraphes et matroïdes, Cahiers du Centre d’Études de Recherche Opérationelle 17 (1975), 289–291.

    MATH  MathSciNet  Google Scholar 

  21. L. Lovász: A generalization of Kőnig’s theorem, Acta Mathematica Academiae Scientiarum Hungaricae 21 (1970), 443–446.

    Article  MATH  MathSciNet  Google Scholar 

  22. L. Lovász: 2-matchings and 2-covers of hypergraphs, Acta Mathematica Academiae Scientiarum Hungaricae 26 (1975), 433–444.

    Article  MATH  MathSciNet  Google Scholar 

  23. L. Lovász and M. D. Plummer: Matching Theory, Akadémiai Kiadó, Budapest 1986, and North-Holland, Amsterdam 1986.

    MATH  Google Scholar 

  24. T. Mömke and O. Svensson: Approximating graphic TSP by matchings, Proceedings of the 52nd Annual IEEE Symposium on Foundations of Computer Science (2011), 560–569.

    Google Scholar 

  25. C. L. Monma, B. S. Munson and W. R. Pulleyblank: Minimum-weight twoconnected spanning networks, Mathematical Programming 46 (1990), 153–171.

    Article  MATH  MathSciNet  Google Scholar 

  26. M. Mucha: 13/9-approximation for graphic TSP, Proceedings of the 29th Symposium on Theoretical Aspects of Computer Science (2012), 30–41.

    Google Scholar 

  27. S. Oveis Gharan, A. Saberi and M. Singh: A randomized rounding approach to the traveling salesman problem, Proceedings of the 52nd Annual IEEE Symposium on Foundations of Computer Science (2011), 550–559.

    Google Scholar 

  28. C. H. Papadimitriou and M. Yannakakis: The traveling salesman problem with distances one and two, Mathematics of Operations Research 18 (1993), 1–12.

    Article  MATH  MathSciNet  Google Scholar 

  29. R. Rado: A theorem on independence relations, Quarterly Journal of Mathematics 13 (1942), 83–89.

    Article  MATH  MathSciNet  Google Scholar 

  30. A. Sebő: Eight fifth approximation for TSP paths, in: Integer Programming and Combinatorial Optimization; Proceedings of the 16th IPCO Conference; LNCS 7801 (J. Correa, M.X. Goemans, eds.), Springer, Berlin 2013, 362–374.

    Chapter  Google Scholar 

  31. J. Vygen: New approximation algorithms for the TSP, OPTIMA 90 (2012), 1–12.

    Google Scholar 

  32. H. Whitney: Non-separable and planar graphs, Transactions of the American Mathematical Society 34 (1932), 339–362.

    Article  MathSciNet  Google Scholar 

  33. L. A. Wolsey: Heuristic analysis, linear programming and branch and bound, Mathematical Programming Study 13 (1980), 121–134.

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to András Sebő.

Additional information

Supported by LabEx PERSYVAL-Lab (ANR-11-LABX-0025), and TEOMATRO (ANR-10-BLAN 0207).

This work was done while visiting Grenoble, Laboratoire G-SCOP. Support of Université Joseph Fourier is gratefully acknowledged.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sebő, A., Vygen, J. Shorter tours by nicer ears: 7/5-Approximation for the graph-TSP, 3/2 for the path version, and 4/3 for two-edge-connected subgraphs. Combinatorica 34, 597–629 (2014). https://doi.org/10.1007/s00493-014-2960-3

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00493-014-2960-3

Mathematics Subject Classification (2000)

Navigation