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
Preview
Unable to display preview. Download preview PDF.
References
M. Ajtai, J. Komlós, and E. Szemerédi. A note on Ramsey numbers. J. Combin. Theory A, 29:354–360, 1980.
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.
B. Berger and J. Rompel. A better performance guarantee for approximate graph coloring. Algorithmica, 1990. to appear.
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.
A. Blum. Some tools for approximate 3-coloring. Unpublished manuscript, 1989.
A. Blum. An \(\tilde {\cal O}\)(n 4) approximation algorithm for 3-coloring. In Proc. ACM Symp. Theory of Comp., pages 535–542, 1989.
V. Chvátal. Determining the stability number of a graph. SIAM J. Comput., 6(4), Dec. 1977.
P. Erdös. Some remarks on chromatic graphs. Colloq. Math., 16:253–256, 1967.
P. Erdös and G. Szekeres. A combinatorial problem in geometry. Compositio Mathematica, 2:463–470, 1935.
T. Gallai. Kritische graphen I. Publ. Math. Inst. Hungar. Acad. Sci., 8:165–192, 1963. (See Bollóbas, B. Extremal Graph Theory. Academic Press, 1978).
M. R. Garey and D. S. Johnson. Computers and Intractibility: A Guide to the Theory of NP-completeness. Freeman, 1979.
M. Grötschel, L. Lovász, and A. Schrijver. Geometric Algorithms and Combinatorial Optimization. Springer-Verlag, 1988.
D. S. Johnson. Approximation algorithms for combinatorial problems. J. Comput. Syst. Sci., 9:256–278, 1974.
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.
N. Linial and V. Vazirani. Graph products and chromatic numbers. In Proc. IEEE Found. of Comp. Sci., pages 124–128, 1989.
L. Lovász. On the Shannon capacity of a graph. IEEE Trans Info. Theory, IT-25(1):1–7, Jan. 1979.
B. Monien and E. Speckenmeyer. Ramsey numbers and an approximation algorithm for the vertex cover problem. Acta Inf., 22:115–123, 1985.
J. B. Shearer. A note on the independence number of triangle-free graphs. Preprint, 1982. (See Bollóbas, B. Random Graphs. Academic Press, 1985).
J. Spencer. Ten Lectures on the Probabilistic Method, volume 52. SIAM, 1987.
A. Wigderson. Improving the performance guarantee for approximate graph coloring. J. ACM, 30(4):729–735, 1983.
Author information
Authors and Affiliations
Editor information
Rights 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