Skip to main content

Approximating maximum independent sets by excluding subgraphs

  • Conference paper
  • First Online:
SWAT 90 (SWAT 1990)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 447))

Included in the following conference series:

Abstract

An approximation algorithm for the maximum independent set problem is given, improving the best performance guarantee known to \({\cal O}\)(n/(log n)2). We also obtain the same performance guarantee for graph coloring. The results can be combined into a surprisingly strong simultaneous performance guarantee for the clique and coloring problems.

The framework of subgraph excluding algorithms is presented. We survey the known approximation algorithms for the independent set (clique), coloring, and vertex cover problems and show how almost all fit into that framework. It is shown that among subgraph excluding algorithms, the ones presented achieve the optimal asymptotic performance guarantees.

Supported in part by National Science Foundation Grant number CCR-8902522

Supported in part by Center for Discrete Mathematics and Theoretical Computer Science fellowship

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

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. M. Ajtai, J. Komlós, and E. Szemerédi. A note on Ramsey numbers. J. Combin. Theory A, 29:354–360, 1980.

    Article  Google Scholar 

  2. R. Bar-Yehuda and S. Even. A \(2 - \frac{{\log \log n}}{{2\log n}}\) performance ratio for the weighted vertex cover problem. Technical Report #260, Technion, Haifa, January 1983.

    Google Scholar 

  3. B. Berger and J. Rompel. A better performance guarantee for approximate graph coloring. Algorithmica, 1990. to appear.

    Google Scholar 

  4. P. Berman and G. Schnitger. On the complexity of approximating the independent set problem. In Proc. Symp. Theoret. Aspects of Comp. Sci., pages 256–268. Springer-Verlag Lecture Notes in Comp. Sci. # 349, 1989.

    Google Scholar 

  5. A. Blum. Some tools for approximate 3-coloring. Unpublished manuscript, 1989.

    Google Scholar 

  6. A. Blum. An \(\tilde {\cal O}\)(n 4) approximation algorithm for 3-coloring. In Proc. ACM Symp. Theory of Comp., pages 535–542, 1989.

    Google Scholar 

  7. V. Chvátal. Determining the stability number of a graph. SIAM J. Comput., 6(4), Dec. 1977.

    Google Scholar 

  8. P. Erdös. Some remarks on chromatic graphs. Colloq. Math., 16:253–256, 1967.

    Google Scholar 

  9. P. Erdös and G. Szekeres. A combinatorial problem in geometry. Compositio Mathematica, 2:463–470, 1935.

    Google Scholar 

  10. T. Gallai. Kritische graphen I. Publ. Math. Inst. Hungar. Acad. Sci., 8:165–192, 1963. (See Bollóbas, B. Extremal Graph Theory. Academic Press, 1978).

    Google Scholar 

  11. M. R. Garey and D. S. Johnson. Computers and Intractibility: A Guide to the Theory of NP-completeness. Freeman, 1979.

    Google Scholar 

  12. M. Grötschel, L. Lovász, and A. Schrijver. Geometric Algorithms and Combinatorial Optimization. Springer-Verlag, 1988.

    Google Scholar 

  13. D. S. Johnson. Approximation algorithms for combinatorial problems. J. Comput. Syst. Sci., 9:256–278, 1974.

    Google Scholar 

  14. D. S. Johnson. Worst case behaviour of graph coloring algorithms. In Proc. 5th Southeastern Conf. on Combinatorics, Graph Theory, and Computing, pages 513–527. Utilitas Mathematicum, 1974.

    Google Scholar 

  15. N. Linial and V. Vazirani. Graph products and chromatic numbers. In Proc. IEEE Found. of Comp. Sci., pages 124–128, 1989.

    Google Scholar 

  16. L. Lovász. On the Shannon capacity of a graph. IEEE Trans Info. Theory, IT-25(1):1–7, Jan. 1979.

    Google Scholar 

  17. B. Monien and E. Speckenmeyer. Ramsey numbers and an approximation algorithm for the vertex cover problem. Acta Inf., 22:115–123, 1985.

    Google Scholar 

  18. J. B. Shearer. A note on the independence number of triangle-free graphs. Preprint, 1982. (See Bollóbas, B. Random Graphs. Academic Press, 1985).

    Google Scholar 

  19. J. Spencer. Ten Lectures on the Probabilistic Method, volume 52. SIAM, 1987.

    Google Scholar 

  20. A. Wigderson. Improving the performance guarantee for approximate graph coloring. J. ACM, 30(4):729–735, 1983.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

John R. Gilbert Rolf Karlsson

Rights and permissions

Reprints and permissions

Copyright information

© 1990 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Boppana, R., Halldórsson, M.M. (1990). Approximating maximum independent sets by excluding subgraphs. In: Gilbert, J.R., Karlsson, R. (eds) SWAT 90. SWAT 1990. Lecture Notes in Computer Science, vol 447. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-52846-6_74

Download citation

  • DOI: https://doi.org/10.1007/3-540-52846-6_74

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-52846-3

  • Online ISBN: 978-3-540-47164-6

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics