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The Hardness of Approximating Spanner Problems

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STACS 2000 (STACS 2000)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 1770))

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Abstract

This paper examines a number of variants of the sparse k-spanner problem, and presents hardness results concerning their approximability. Previously, it was known that most k-spanner problems are weakly inapproximable, namely, are NP-hard to approximate with ratio O(log n), for every k ≥ 2, and that the unit-length k-spanner problem for constant stretch requirement k ≥ 5 is strongly inapproximable, namely, is NP-hard to approximate with ratio O(2log n) [[19]].

The results of this paper significantly expand the ranges of hardness for k-spanner problems. In general, strong hardness is shown for a number of k-spanner problems, for certain ranges of the stretch requirement k depending on the particular variant at hand. The problems studied differ by the types of edge weights and lengths used, and include also directed, augmentation and client-server variants of the problem.

The paper also considers k-spanner problems in which the stretch requirement k is relaxed (e.g., k = Ω(log n)). For these cases, no inapproximability results were known at all (even for a constant approximation ratio) for any spanner problem. Moreover, some versions of the k-spanner problem are known to enjoy the ratio degradation property, namely, their complexity decreases exponentially with the inverse of the stretch requirement. So far, no hardness result existed precluding any k-spanner problem from enjoying this property. This paper establishes strong inapproximability results for the case of relaxed stretch requirement (up to k = o(n δ), for any 0 < δ < 1), for a large variety of k-spanner problems. It is also shown that these problems do not enjoy the ratio degradation property.

Supported in part by a Leo Frances Gallin Scholarship.

Supported in part by grants from the Israel Ministry of Science and Art.

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References

  1. I. Althöfer, G. Das, D. Dobkin and D. Joseph, Generating sparse spanners for weighted graphs, Proc. 2nd Scandinavian Workshop on Algorithm Theory, Lect. Notes in Comput. Sci., Vol. 447, pp. 26–37, Springer-Verlag, New York/Berlin, 1990.

    Google Scholar 

  2. Baruch Awerbuch, Alan Baratz, and David Peleg. Efficient broadcast and lightweight spanners. Unpublished manuscript, November 1991.

    Google Scholar 

  3. B. Bollobas, Extremal Graph Theory. Academic Press, 1978.

    Google Scholar 

  4. L. Cai, Tree-2-Spanners, Technical Report 91-4, Simon Fraser University, 1991.

    Google Scholar 

  5. R. D. Carr, S. Doddi, G. Konjevod, M. V. Marathe On the Red-Blue Set Cover Problem, Los Alamos National Laboratory.

    Google Scholar 

  6. P. Chanas, Dimensionnement de réseaux ATM, PhD thesis, CNET Sophia, Sept. 1998.

    Google Scholar 

  7. B. Chandra, G. Das, G. Narasimhan and J. Soares, New Sparseness Results on Graph Spanners, Proc 8th ACM Symposium on Computational Geometry, pages 192–201, 1992.

    Google Scholar 

  8. L.P. Chew, There is a planar graph almost as good as the complete graph, Proc. ACM Symp. on Computational Geometry, 1986, pp. 169–177

    Google Scholar 

  9. G. Das and D. Joseph, Which triangulation approximates the complete graphs, Proc. Int. Symp. on Optimal Algorithms, Lect. Notes in Comput. Sci., Vol. 401, pp. 168–192, Springer-Verlag, New York/Berlin, 1989

    Google Scholar 

  10. I. Dinur and S. Safra, On the hardness of Approximating Label Cover, Electronic Colloquium on Computational Complexity, Report No. 15 (1999)

    Google Scholar 

  11. D.P. Dobkin, S.J. Friedman and K.J. Supowit, Delaunay graphs are almost as good as complete graphs, Proc. 31st IEEE Symp. on Foundations of Computer Science, 1987, pp. 20–26.

    Google Scholar 

  12. Y. Dodis and S. Khanna, Designing Networks with Bounded Pairwise Distance, Proc. 30th ACM Ann. Symp. of Theory of Computing, 1999.

    Google Scholar 

  13. M.-L. Elkin and D. Peleg, The Hardness of Approximating Spanner Problems, Technical Report MCS99-14, the Weizmann Institute of Science, 1999.

    Google Scholar 

  14. M.-L. Elkin and D. Peleg, The Client-Server 2-Spanner Problem and Applications to Network Design, Technical Report MCS99-24, the Weizmann Institute of Science, 1999.

    Google Scholar 

  15. M.-L. Elkin and D. Peleg, Classification of Spanner Problems, in preparation.

    Google Scholar 

  16. M.-L. Elkin and D. Peleg, Strong Inapproximability of the Basic k-Spanner Problem, Technical Report MCS99-23, the Weizmann Institute of Science, 1999.

    Google Scholar 

  17. U. Feige and L. Lovasz, Two prover one-round proof systems: Their power and their problems, Proc. 24th ACM Symp. on Theory of Computing, 733–741, 1992

    Google Scholar 

  18. D. Hochbaum Approximation Algorithms for NP-hard Problems, PWS Publishing Company, Boston, 1997.

    Google Scholar 

  19. G. Kortsarz, On the Hardness of Approximating Spanners, Proc. APPROX., Lect. Notes in Comput. Sci., Vol. 1444, pp. 135–146, Springer-Verlag, New York/Berlin, 1998.

    Google Scholar 

  20. G. Kortsarz and D. Peleg, Generating Sparse 2-Spanners. J. Algorithms, 17 (1994) 222–236.

    Article  MathSciNet  Google Scholar 

  21. C. Levcopoulos and A. Lingas, There are planar graphs almost as good as the complete graphs and as short as minimum spanning trees, Proc. Int. Symp. on Optimal Algorithms, Lect. Notes in Comput. Sci., Vol. 401, pp. 9–13, Springer-Verlag, New York/Berlin, 1989

    Google Scholar 

  22. A.L. Liestman and T. Shermer, Grid Spanners, Networks 23 (1993), 123–133.

    Article  MATH  MathSciNet  Google Scholar 

  23. D. Peleg, Locality-Sensitive Distributed Computing, unpublished manuscript, 1999.

    Google Scholar 

  24. D. Peleg and A. Schäffer, Graph Spanners, J. Graph Theory 13 (1989), 99–116.

    Article  MATH  MathSciNet  Google Scholar 

  25. D. Peleg and J.D. Ullman, An optimal synchronizer for the hypercube, SIAM J. Computing 18 (1989), pp. 740–747.

    Article  MATH  MathSciNet  Google Scholar 

  26. H. Regev, The weight of the Greedy Graph Spanner, Technical Report CS95-22, July 1995.

    Google Scholar 

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Elkin, M., Peleg, D. (2000). The Hardness of Approximating Spanner Problems. In: Reichel, H., Tison, S. (eds) STACS 2000. STACS 2000. Lecture Notes in Computer Science, vol 1770. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-46541-3_31

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  • DOI: https://doi.org/10.1007/3-540-46541-3_31

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