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On the Approximability of the Vertex Cover and Related Problems

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Algorithmic Aspects in Information and Management (AAIM 2010)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6124))

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Abstract

In this paper we show that the problem of identifying an edge (i,j) in a graph G such that there exists an optimal vertex cover S of G containing exactly one of the nodes i and j is NP-hard. Such an edge is called a weak edge. We then develop a polynomial time approximation algorithm for the vertex cover problem with performance guarantee \(2-\frac{1}{1+\sigma}\), where σ is an upper bound on a measure related to a weak edge of a graph. Further, we discuss a new relaxation of the vertex cover problem which is used in our approximation algorithm to obtain smaller values of σ.

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References

  1. Arora, S., Bollobàs, B., Lovàsz, L.: Proving integrality gaps without knowing the linear program. In: Proc. IEEE FOCS, pp. 313–322 (2002)

    Google Scholar 

  2. Asgeirsson, E., Stein, C.: Vertex cover approximations on random graphs. In: Demetrescu, C. (ed.) WEA 2007. LNCS, vol. 4525, pp. 285–296. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  3. Asgeirsson, E., Stein, C.: Vertex cover approximations: Experiments and observations. In: WEA, pp. 545–557 (2005)

    Google Scholar 

  4. Bar-Yehuda, R., Even, S.: A local-ratio theorem for approximating the weighted vertex cover problem. Annals of Discrete Mathematics 25, 27–45 (1985)

    MathSciNet  Google Scholar 

  5. Charikar, M.: On semidefinite programming relaxations for graph coloring and vertex cover. In: Proc. 13th SODA, pp. 616–620 (2002)

    Google Scholar 

  6. Dinur, I., Safra, S.: The importance of being biased. In: Proc. 34th ACM Symposium on Theory of Computing, pp. 33–42 (2002)

    Google Scholar 

  7. Halperin, E.: Improved approximation algorithms for the vertex cover problem in graphs and hypergraphs. SIAM J. Comput. 31, 1608–1623 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  8. Han, Q., Punnen, A.P., Ye, Y.: A polynomial time \(\frac 3 2\)-approximation algorithm for the vertex cover problem on a class of graphs. Operations Research Letters 37, 181–186 (2009)

    Article  MATH  MathSciNet  Google Scholar 

  9. Harb, B.: The unique games conjecture and some of its implications on inapproximability (May 2005) (manuscript)

    Google Scholar 

  10. Håstad, J.: Some optimal inapproximability results. JACM 48, 798–859 (2001)

    Article  MATH  Google Scholar 

  11. Hochbaum, D.S.: Approximating covering and packing problems: set cover, independent set, and related problems. In: Hochbaum, D.S. (ed.) Approximation Algorithms for NP-Hard Problems, pp. 94–143. PWS Publishing Company (1997)

    Google Scholar 

  12. Karakostas, G.: A better approximation ratio for the vertex cover problem. In: Caires, L., Italiano, G.F., Monteiro, L., Palamidessi, C., Yung, M. (eds.) ICALP 2005. LNCS, vol. 3580, pp. 1043–1050. Springer, Heidelberg (2005)

    Google Scholar 

  13. Khot, S.: On the power of unique 2-Prover 1-Round games. In: Proceedings of 34th ACM Symposium on Theory of Computing (STOC), pp. 767–775 (2002)

    Google Scholar 

  14. Khot, S., Regev, O.: Vertex cover might be hard to approximate to within 2 − ε. In: Complexity (2003)

    Google Scholar 

  15. Kleinberg, J., Goemans, M.: The Lovász theta function and a semidefinite programming relaxation of vertex cover. SIAM J. Discrete Math. 11, 196–204 (1998)

    Article  MATH  MathSciNet  Google Scholar 

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

    Article  MATH  MathSciNet  Google Scholar 

  17. Nemhauser, G.L., Trotter Jr., L.E.: Properties of vertex packing and independence system polyhedra. Mathematical Programming 6, 48–61 (1974)

    Article  MATH  MathSciNet  Google Scholar 

  18. Nemhauser, G.L., Trotter Jr., L.E.: Vertex packings: Structural properties and algorithms. Mathematical Programming 8, 232–248 (1975)

    Article  MATH  MathSciNet  Google Scholar 

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Han, Q., Punnen, A.P. (2010). On the Approximability of the Vertex Cover and Related Problems. In: Chen, B. (eds) Algorithmic Aspects in Information and Management. AAIM 2010. Lecture Notes in Computer Science, vol 6124. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14355-7_17

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  • DOI: https://doi.org/10.1007/978-3-642-14355-7_17

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-14354-0

  • Online ISBN: 978-3-642-14355-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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