Skip to main content

Inapproximability of Hypergraph Vertex Cover and Applications to Scheduling Problems

  • Conference paper
Automata, Languages and Programming (ICALP 2010)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 6198))

Included in the following conference series:

Abstract

Assuming the Unique Games Conjecture (UGC), we show optimal inapproximability results for two classic scheduling problems. We obtain a hardness of 2 − ε for the problem of minimizing the total weighted completion time in concurrent open shops. We also obtain a hardness of 2 − ε for minimizing the makespan in the assembly line problem.

These results follow from a new inapproximability result for the Vertex Cover problem on k-uniform hypergraphs that is stronger and simpler than previous results. We show that assuming the UGC, for every k ≥ 2, the problem is inapproximable within k − ε even when the hypergraph is almost k -partite.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bansal, N., Khot, S.: An optimal long code test with one free bit. In: FOCS (2009)

    Google Scholar 

  2. Bellare, M., Goldreich, O., Sudan, M.: Free bits, PCPs, and nonapproximability—towards tight results. SIAM Journal on Computing 27(3), 804–915 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  3. Dinur, I., Guruswami, V., Khot, S.: Vertex cover on k-uniform hypergraphs is hard to approximate within factor (k − 3 − ε). In: Electronic Colloquium on Computational Complexity, Technical Report TR02-027 (2002)

    Google Scholar 

  4. Dinur, I., Guruswami, V., Khot, S., Regev, O.: A new multilayered PCP and the hardness of hypergraph vertex cover. SIAM Journal on Computing 34(5), 1129–1146 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  5. Dinur, I., Safra, S.: On the hardness of approximating minimum vertex cover. Annals of Mathematics 162(1) (2005) (Preliminary version in STOC 2002)

    Google Scholar 

  6. Feige, U., Goldwasser, S., Lovász, L., Safra, S., Szegedy, M.: Interactive proofs and the hardness of approximating cliques. Journal of the ACM 43(2), 268–292 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  7. Garg, N., Kumar, A., Pandit, V.: Order scheduling models: Hardness and algorithms. In: FSTTCS, pp. 96–107 (2007)

    Google Scholar 

  8. Goldreich, O.: Using the FGLSS-reduction to prove inapproximability results for minimum vertex cover in hypergraphs. ECCC Technical Report TR01-102 (2001)

    Google Scholar 

  9. Halperin, E.: Improved approximation algorithms for the vertex cover problem in graphs and hypergraphs. SIAM Journal on Computing 31(5), 1608–1623 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  10. Håstad, J.: Some optimal inapproximability results. Journal of ACM 48(4), 798–859 (2001)

    Article  MATH  Google Scholar 

  11. Holmerin, J.: Improved inapproximability results for vertex cover on k-regular hyper-graphs. In: Widmayer, P., Triguero, F., Morales, R., Hennessy, M., Eidenbenz, S., Conejo, R. (eds.) ICALP 2002. LNCS, vol. 2380, pp. 1005–1016. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  12. Holmerin, J.: Vertex cover on 4-regular hyper-graphs is hard to approximate within 2 − ε. In: Proc. 34th ACM Symp. on Theory of Computing (STOC), pp. 544–552 (2002)

    Google Scholar 

  13. 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 

  14. Khot, S.: On the power of unique 2-prover 1-round games. In: Proc. 34th ACM Symposium on Theory of Computing (2002)

    Google Scholar 

  15. Khot, S., Regev, O.: Vertex cover might be hard to approximate to within 2-epsilon. J. Comput. Syst. Sci. 74(3), 335–349 (2008)

    Article  MATH  MathSciNet  Google Scholar 

  16. Leung, J., Li, H., Pinedo, M.: Order scheduling models: an overview. In: Multidisciplinary Scheduling: Theory and Applications, pp. 37–56 (2003)

    Google Scholar 

  17. Leung, J.Y.T., Li, H., Pinedo, M.: Scheduling orders for multiple product types to minimize total weighted completion time. Discrete Appl. Math. 155, 945–970 (2007)

    Article  MATH  MathSciNet  Google Scholar 

  18. Mastrolilli, M., Queyranne, M., Schulz, A.S., Svensson, O., Uhan, N.A.: Minimizing the sum of weighted completion times in a concurrent open shop. Preprint (2009)

    Google Scholar 

  19. Mossel, E.: Gaussian bounds for noise correlation of functions. To Appear in GAFA. Current version on arxiv/math/0703683 (2009)

    Google Scholar 

  20. Potts, C.N., Sevastianov, S.V., Strusevish, V.A., Van Wassenhove, L.N., Zwaneveld, C.M.: The two-stage assembly scheduling problem: Complexity and approximation. Operations Research 43, 346–355 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  21. Schuurman, P., Woeginger, G.J.: Polynomial time approximation algorithms for machine scheduling: ten open problems. Journal of Scheduling 2, 203–213 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  22. Trevisan, L.: Non-approximability results for optimization problems on bounded degree instances. In: Proc. 33rd ACM Symp. on Theory of Computing (STOC), pp. 453–461 (2001)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bansal, N., Khot, S. (2010). Inapproximability of Hypergraph Vertex Cover and Applications to Scheduling Problems. In: Abramsky, S., Gavoille, C., Kirchner, C., Meyer auf der Heide, F., Spirakis, P.G. (eds) Automata, Languages and Programming. ICALP 2010. Lecture Notes in Computer Science, vol 6198. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14165-2_22

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-14165-2_22

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-14164-5

  • Online ISBN: 978-3-642-14165-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics