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Approximation Algorithms via Structural Results for Apex-Minor-Free Graphs

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Automata, Languages and Programming (ICALP 2009)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 5555))

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Abstract

We develop new structural results for apex-minor-free graphs and show their power by developing two new approximation algorithms. The first is an additive approximation for coloring within 2 of the optimal chromatic number, which is essentially best possible, and generalizes the seminal result by Thomassen [32] for bounded-genus graphs. This result also improves our understanding from an algorithmic point of view of the venerable Hadwiger conjecture about coloring H-minor-free graphs. The second approximation result is a PTAS for unweighted TSP in apex-minor-free graphs, which generalizes PTASs for TSP in planar graphs and bounded-genus graphs [20,2,24,15].

We strengthen the structural results from the seminal Graph Minor Theory of Robertson and Seymour in the case of apex-minor-free graphs, showing that apices can be made adjacent only to vortices if we generalize the notion of vortices to “quasivortices” of bounded treewidth, proving a conjecture from [10]. We show that this structure theorem is a powerful tool for developing algorithms on apex-minor-free graphs, including for the classic problems of coloring and TSP. In particular, we use this theorem to partition the edges of a graph into k pieces, for any k, such that contracting any piece results in a bounded-treewidth graph, generalizing previous similar results for planar graphs [24] and bounded-genus graphs [15]. We also highlight the difficulties in extending our results to general H-minor-free graphs.

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References

  1. Abraham, I., Gavoille, C.: Object location using path separators. In: Proceedings of the 25th Annual ACM Symposium on Principles of Distributed Computing, pp. 188–197 (2006)

    Google Scholar 

  2. Arora, S., Grigni, M., Karger, D., Klein, P., Woloszyn, A.: A polynomial-time approximation scheme for weighted planar graph TSP. In: Proceedings of the 9th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 33–41 (1998)

    Google Scholar 

  3. Baker, B.S.: Approximation algorithms for NP-complete problems on planar graphs. Journal of the ACM 41, 153–180 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  4. Berger, A., Czumaj, A., Grigni, M., Zhao, H.: Approximation schemes for minimum 2-connected spanning subgraphs in weighted planar graphs. In: Brodal, G.S., Leonardi, S. (eds.) ESA 2005. LNCS, vol. 3669, pp. 472–483. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  5. Blum, A., Karger, D.: An Õ(n 3/14)-coloring algorithm for 3-colorable graphs. Information Processing Letters 61, 49–53 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  6. Czumaj, A., Grigni, M., Sissokho, P., Zhao, H.: Approximation schemes for minimum 2-edge-connected and biconnected subgraphs in planar graphs. In: Proceedings of the 15th Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 496–505. Society for Industrial and Applied Mathematics, Philadelphia (2004)

    Google Scholar 

  7. Demaine, E.D., Fomin, F.V., Hajiaghayi, M., Thilikos, D.M.: Bidimensional parameters and local treewidth. SIAM Journal on Discrete Mathematics 18, 501–511 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  8. Demaine, E.D., Fomin, F.V., Hajiaghayi, M., Thilikos, D.M.: Subexponential parameterized algorithms on graphs of bounded genus and H-minor-free graphs. Journal of the ACM 52, 866–893 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  9. Demaine, E.D., Hajiaghayi, M.: Diameter and treewidth in minor-closed graph families, revisited. Algorithmica 40, 211–215 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  10. Demaine, E.D., Hajiaghayi, M.: Equivalence of local treewidth and linear local treewidth and its algorithmic applications. In: Proceedings of the 15th ACM-SIAM Symposium on Discrete Algorithms (SODA 2004), January 2004, pp. 833–842 (2004)

    Google Scholar 

  11. Demaine, E.D., Hajiaghayi, M.: Bidimensionality: New connections between FPT algorithms and PTASs. In: Proceedings of the 16th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2005), Vancouver, January 2005, pp. 590–601 (2005)

    Google Scholar 

  12. Demaine, E.D., Hajiaghayi, M.: Graphs excluding a fixed minor have grids as large as treewidth, with combinatorial and algorithmic applications through bidimensionality. In: Proceedings of the 16th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2005), Vancouver, January 2005, pp. 682–689 (2005)

    Google Scholar 

  13. Demaine, E.D., Hajiaghayi, M.: The bidimensionality theory and its algorithmic applications. The Computer Journal 51, 292–302 (2008)

    Article  Google Scholar 

  14. Demaine, E.D., Hajiaghayi, M., Kawarabayashi, K.: Algorithmic graph minor theory: Decomposition, approximation, and coloring. In: Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science, Pittsburgh, October 2005, pp. 637–646 (2005)

    Google Scholar 

  15. Demaine, E.D., Hajiaghayi, M., Mohar, B.: Approximation algorithms via contraction decomposition. In: Proceedings of the 18th Annual ACM-SIAM Symposium on Discrete Algorithms, New Orleans, Louisiana, pp. 278–287 (2007)

    Google Scholar 

  16. DeVos, M., Ding, G., Oporowski, B., Sanders, D.P., Reed, B., Seymour, P., Vertigan, D.: Excluding any graph as a minor allows a low tree-width 2-coloring. Journal of Combinatorial Theory, Series B 91, 25–41 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  17. Eppstein, D.: Diameter and treewidth in minor-closed graph families. Algorithmica 27, 275–291 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  18. Feige, U., Kilian, J.: Zero knowledge and the chromatic number. Journal of Computer and System Sciences 57, 187–199 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  19. Grigni, M.: Approximate TSP in Graphs with Forbidden Minors. In: Welzl, E., Montanari, U., Rolim, J.D.P. (eds.) ICALP 2000. LNCS, vol. 1853, pp. 869–877. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  20. Grigni, M., Koutsoupias, E., Papadimitriou, C.: An approximation scheme for planar graph TSP. In: Proceedings of the 36th Annual Symposium on Foundations of Computer Science, pp. 640–645 (1995)

    Google Scholar 

  21. Grohe, M.: Local tree-width, excluded minors, and approximation algorithms. Combinatorica 23, 613–632 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  22. Hadwiger, H.: Über eine Klassifikation der Streckenkomplexe. Vierteljschr. Naturforsch. Ges. Zürich 88, 133–142 (1943)

    MathSciNet  MATH  Google Scholar 

  23. Kawarabayashi, K., Mohar, B.: List-color-critical graphs on a surface (preprint, 2008)

    Google Scholar 

  24. Klein, P.N.: A linear-time approximation scheme for TSP for planar weighted graphs. In: Proceedings of the 46th IEEE Symposium on Foundations of Computer Science, pp. 146–155 (2005)

    Google Scholar 

  25. Klein, P.N.: A subset spanner for planar graphs, with application to subset TSP. In: Proceedings of the 38th ACM Symposium on Theory of Computing (STOC 2006), pp. 749–756 (2006)

    Google Scholar 

  26. Kostochka, A.V.: Lower bound of the Hadwiger number of graphs by their average degree. Combinatorica 4, 307–316 (1984)

    Article  MathSciNet  MATH  Google Scholar 

  27. Mohar, B., Thomassen, C.: Graphs on surfaces. Johns Hopkins Studies in the Mathematical Sciences. Johns Hopkins University Press, Baltimore (2001)

    MATH  Google Scholar 

  28. Robertson, N., Seymour, P.D.: Graph minors. XVI. Excluding a non-planar graph. Journal of Combinatorial Theory, Series B 89, 43–76 (2003)

    Google Scholar 

  29. Thomason, A.: The extremal function for complete minors. Journal of Combinatorial Theory, Series B 81, 318–338 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  30. Thomassen, C.: Five-coloring maps on surfaces. Journal of Combinatorial Theory. Series B 59, 89–105 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  31. Thomassen, C.: Every planar graph is 5-choosable. Journal of Combinatorial Theory. Series B 62, 180–181 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  32. Thomassen, C.: Color-critical graphs on a fixed surface. J. Combin. Theory Ser. B 70, 67–100 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  33. Thomassen, C.: The chromatic number of a graph of girth 5 on a fixed surface. Journal of Combinatorial Theory. Series B, dedicated to Crispin St. J. A. Nash-Williams 87, 38–71 (2003)

    Article  MathSciNet  MATH  Google Scholar 

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Demaine, E.D., Hajiaghayi, M., Kawarabayashi, Ki. (2009). Approximation Algorithms via Structural Results for Apex-Minor-Free Graphs. In: Albers, S., Marchetti-Spaccamela, A., Matias, Y., Nikoletseas, S., Thomas, W. (eds) Automata, Languages and Programming. ICALP 2009. Lecture Notes in Computer Science, vol 5555. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02927-1_27

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  • DOI: https://doi.org/10.1007/978-3-642-02927-1_27

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