Skip to main content

Computing Coverage Kernels Under Restricted Settings

  • Conference paper
  • First Online:
Computing and Combinatorics (COCOON 2018)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 10976))

Included in the following conference series:

Abstract

We consider the Minimum Coverage Kernel problem: given a set \(\mathcal {B}\) of d-dimensional boxes, find a subset of \(\mathcal {B}\) of minimum size covering the same region as \(\mathcal {B}\). This problem is \(\mathsf {NP}\)-hard, but as for many \(\mathsf {NP}\)-hard problems on graphs, the problem becomes solvable in polynomial time under restrictions on the graph induced by \(\mathcal {B}\). We consider various classes of graphs, show that Minimum Coverage Kernel remains \(\mathsf {NP}\)-hard even for severely restricted instances, and provide two polynomial time approximation algorithms for this problem.

This work was supported by projects CONICYT Fondecyt/Regular nos 1170366 and 1160543, and CONICYT-PCHA/Doctorado Nacional/2013-63130209 (Chile).

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 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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

Notes

  1. 1.

    The incidence graph of a 3-SAT formula is a bipartite graph with a vertex for each variable and each clause, and an edge between a variable vertex and a clause vertex for each occurrence of a variable in a clause.

References

  1. Agarwal, P.K., Pan, J.: Near-linear algorithms for geometric hitting sets and set covers. In: Proceedings of the 30th Annual Symposium on Computational Geometry (SoCG), pp. 271:271–271:279. ACM, New York (2014)

    Google Scholar 

  2. Alekseev, V.E., Boliac, R., Korobitsyn, D.V., Lozin, V.V.: NP-hard graph problems and boundary classes of graphs. Theor. Comput. Sci. (TCS) 389(1–2), 219–236 (2007)

    Article  MathSciNet  Google Scholar 

  3. Aronov, B., Ezra, E., Sharir, M.: Small-size \(\varepsilon \)-nets for axis-parallel rectangles and boxes. SIAM J. Comput. (SICOMP) 39(7), 3248–3282 (2010)

    Article  MathSciNet  Google Scholar 

  4. Barbay, J., Pérez-Lantero, P., Rojas-Ledesma, J.: Computing coverage kernels under restricted settings. arXiv e-prints (2018)

    Google Scholar 

  5. Brönnimann, H., Goodrich, M.T.: Almost optimal set covers in finite VC-dimension. Discrete Comput. Geom. (DCG) 14(4), 463–479 (1995)

    Article  MathSciNet  Google Scholar 

  6. Chan, T.M.: Klee’s measure problem made easy. In: 54th Annual IEEE Symposium on Foundations of Computer Science (FOCS), Berkeley, CA, USA, 26–29 October 2013. IEEE Computer Society, pp. 410–419 (2013)

    Google Scholar 

  7. Clarkson, K.L., Varadarajan, K.R.: Improved approximation algorithms for geometric set cover. Discrete Comput. Geom. (DCG) 37(1), 43–58 (2007)

    Article  MathSciNet  Google Scholar 

  8. Culberson, J.C., Reckhow, R.A.: Covering polygons is hard. J. Algorithms (JALG) 17(1), 2–44 (1994)

    Article  MathSciNet  Google Scholar 

  9. Daly, J., Liu, A.X., Torng, E.: A difference resolution approach to compressing access control lists. IEEE/ACM Trans. Netw. (TON) 24(1), 610–623 (2016)

    Article  Google Scholar 

  10. Downey, R.G., Fellows, M.R.: Parameterized Complexity. Monographs in Computer Science. Springer, New York (1999). https://doi.org/10.1007/978-1-4612-0515-9

    Book  MATH  Google Scholar 

  11. Fowler, R.J., Paterson, M., Tanimoto, S.L.: Optimal packing and covering in the plane are NP-complete. Inf. Process. Lett. (IPL) 12(3), 133–137 (1981)

    Article  MathSciNet  Google Scholar 

  12. Haussler, D., Welzl, E.: \(\varepsilon \)-nets and simplex range queries. Discrete Comput. Geom. 2, 127–151 (1987)

    Article  MathSciNet  Google Scholar 

  13. Knuth, D.E., Raghunathan, A.: The problem of compatible representatives. SIAM J. Discrete Math. 5(3), 422–427 (1992)

    Article  MathSciNet  Google Scholar 

  14. Kumar, V.S.A., Ramesh, H.: Covering rectilinear polygons with axis-parallel rectangles. SIAM J. Comput. (SICOMP) 32(6), 1509–1541 (2003)

    Article  MathSciNet  Google Scholar 

  15. Lakshmanan, L.V.S., Ng, R.T., Wang, C.X., Zhou, X., Johnson, T.: The generalized MDL approach for summarization. In: Proceedings of 28th International Conference on Very Large Data Bases (VLDB), Hong Kong, China, 20–23 August 2002, pp. 766–777. Morgan Kaufmann (2002)

    Chapter  Google Scholar 

  16. Lovász, L.: On the ratio of optimal integral and fractional covers. Discrete Math. (DM) 13(4), 383–390 (1975)

    Article  MathSciNet  Google Scholar 

  17. Mulzer, W., Rote, G.: Minimum-weight triangulation is NP-hard. J. ACM (JACM) 55(2), 1–29 (2008)

    Article  MathSciNet  Google Scholar 

  18. Pu, K.Q., Mendelzon, A.O.: Concise descriptions of subsets of structured sets. ACM Trans. Database Syst. (TODS) 30(1), 211–248 (2005)

    Article  Google Scholar 

Download references

Acknowledgments

We thank an anonymous reviewer for carefully reading our manuscript, and providing many insightful comments and suggestions.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jérémy Barbay .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Barbay, J., Pérez-Lantero, P., Rojas-Ledesma, J. (2018). Computing Coverage Kernels Under Restricted Settings. In: Wang, L., Zhu, D. (eds) Computing and Combinatorics. COCOON 2018. Lecture Notes in Computer Science(), vol 10976. Springer, Cham. https://doi.org/10.1007/978-3-319-94776-1_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-94776-1_16

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-94775-4

  • Online ISBN: 978-3-319-94776-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics