Skip to main content

An Approximation Framework for Bounded Facility Location Problems

  • 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:

  • 1398 Accesses

Abstract

We study the bounded metric uncapacitated facility location (bUFL) problem and its two variants, the bounded fault-tolerant facility location (bFTFL) problem and the bounded fault-tolerant facility placement (bFTFP) problem. We propose a unified approximation framework built on the state-of-the-art approximation algorithms for the three unbounded counterparts, leading to a \((2.488 + \epsilon )\)-approximation algorithm for the bUFL problem in the Euclidean plane, a \((1.488+H(n))\)-approximation algorithm for the bUFL problem, a \((1.725+H(n))\)-approximation algorithm for the bFTFL problem, and a \((1.515+H(n))\)-approximation algorithm for the bFTFP problem in a general metric space. We also prove an inapproximability result for all the three bounded facility location problems in a general metric space.

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

References

  1. Byrka, J.: An optimal bifactor approximation algorithm for the metric uncapacitated facility location problem. In: Charikar, M., Jansen, K., Reingold, O., Rolim, J.D.P. (eds.) APPROX/RANDOM -2007. LNCS, vol. 4627, pp. 29–43. Springer, Heidelberg (2007). https://doi.org/10.1007/978-3-540-74208-1_3

    Chapter  MATH  Google Scholar 

  2. Byrka, J., Srinivasan, A., Swamy, C.: Fault-tolerant facility location: a randomized dependent LP-rounding algorithm. In: Eisenbrand, F., Shepherd, F.B. (eds.) IPCO 2010. LNCS, vol. 6080, pp. 244–257. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-13036-6_19

    Chapter  Google Scholar 

  3. Charikar, M., Guha, S.: Improved combinatorial algorithms for the facility location and \(k\)-median problems. In: FOCS 1999, pp. 378–388 (1999)

    Google Scholar 

  4. Charikar, M., Khuller, S., Mount, D.: Algorithms for facility location problems with outliers. In: SODA 2001, pp. 642–651 (2001)

    Google Scholar 

  5. Chudak, F.A., Shmoys, D.B.: Improved approximation algorithms for the uncapacitated facility location problem. SIAM J. Comput. 33, 1–25 (2004)

    Article  MathSciNet  Google Scholar 

  6. Dai, D., Yu, C.: A \((5 + \epsilon )\)-approximation algorithm for minimum weighted dominating set in unit disk graph. Theoret. Comput. Sci. 410, 756–765 (2009)

    Article  MathSciNet  Google Scholar 

  7. Dinur, I., Steurer, D.: Analytical approach to parallel repetition. In: STOC 2014, pp. 624–633 (2014)

    Google Scholar 

  8. Guha, S., Meyerson, A., Munagala, K.: A constant factor approximation algorithm for the fault-tolerant facility location problem. J. Algorithms 48, 429–440 (2003)

    Article  MathSciNet  Google Scholar 

  9. Hochbaum, D.S.: Heuristics for the fixed cost median problem. Math. Program. 22, 148–162 (1982)

    Article  MathSciNet  Google Scholar 

  10. Jain, K., Mahdian, M., Markakis, E., Saberi, A., Vazirani, V.V.: Greedy facility location algorithms analyzed using dual fitting with factor-revealing LP. J. ACM 50, 795–824 (2003)

    Article  MathSciNet  Google Scholar 

  11. Jain, K., Mahdian, M., Saberi, A.: A new greedy approach for facility location problems. In: STOC 2002, pp. 731–740 (2002)

    Google Scholar 

  12. Jain, K., Vazirani, V.V.: Approximation algorithms for metric facility location and \(k\)-median problems using the primal-dual schema and Lagrangian relaxation. J. ACM 48, 274–296 (2001)

    Article  MathSciNet  Google Scholar 

  13. Jain, K., Vazirani, V.V.: An approximation algorithm for the fault tolerant metric facility location problem. Algorithmica 38, 433–439 (2004)

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  15. Korupolu, M.R., Plaxton, C.G., Rajaraman, R.: Analysis of a local search heuristic for facility location problems. J. Algorithms 37, 146–188 (2000)

    Article  MathSciNet  Google Scholar 

  16. Krysta, P., Solis-Oba, R.: Approximation algorithms for bounded facility location problems. J. Comb. Optim. 5, 233–247 (2001)

    Article  MathSciNet  Google Scholar 

  17. Li, J., Jin, Y.: A PTAS for the weighted unit disk cover problem. In: Halldórsson, M.M., Iwama, K., Kobayashi, N., Speckmann, B. (eds.) ICALP 2015. LNCS, vol. 9134, pp. 898–909. Springer, Heidelberg (2015). https://doi.org/10.1007/978-3-662-47672-7_73

    Chapter  Google Scholar 

  18. Li, S.: A \(1.488\) approximation algorithm for the uncapacitated facility location problem. Inf. Comput. 222, 45–58 (2013)

    Article  MathSciNet  Google Scholar 

  19. Mahdian, M., Ye, Y., Zhang, J.: Approximation algorithms for metric facility location problems. SIAM J. Comput. 36, 411–432 (2006)

    Article  MathSciNet  Google Scholar 

  20. Mirchandani, P.B., Francis, R.L.: Discrete Location Theory. Wiley, New York (1990)

    MATH  Google Scholar 

  21. Rajagopalan, S., Vazirani, V.V.: Primal-dual RNC approximation algorithms for set cover and covering integer programs. SIAM J. Comput. 28, 525–540 (1998)

    Article  MathSciNet  Google Scholar 

  22. Rybicki, B., Byrka, J.: Improved approximation algorithm for fault-tolerant facility placement. In: Bampis, E., Svensson, O. (eds.) WAOA 2014. LNCS, vol. 8952, pp. 59–70. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-18263-6_6

    Chapter  MATH  Google Scholar 

  23. Shmoys, D.B., Tardos, É., Aardal, K.: Approximation algorithms for facility location problems (extended abstract). In: STOC 1997, pp. 265–274 (1997)

    Google Scholar 

  24. Swamy, C., Shmoys, D.B.: Fault-tolerant facility location. ACM Trans. Algorithms 4, 1–27 (2008)

    Article  MathSciNet  Google Scholar 

  25. Vazirani, V.V.: Approximation Algorithms. Springer, Berlin (2003). https://doi.org/10.1007/978-3-662-04565-7

    Book  Google Scholar 

  26. Weng, K.: Approximation algorithm for uniform bounded facility location problem. J. Comb. Optim. 26, 284–291 (2013)

    Article  MathSciNet  Google Scholar 

  27. Xu, G., Xu, J.: An improved approximation algorithm for uncapacitated facility location problem with penalties. J. Comb. Optim. 17, 424–436 (2008)

    Article  MathSciNet  Google Scholar 

  28. Xu, S., Shen, H.: The fault-tolerant facility allocation problem. In: Dong, Y., Du, D.-Z., Ibarra, O. (eds.) ISAAC 2009. LNCS, vol. 5878, pp. 689–698. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-642-10631-6_70

    Chapter  Google Scholar 

  29. Yan, L., Chrobak, M.: Approximation algorithms for the fault-tolerant facility placement problem. Inf. Process. Lett. 111, 545–549 (2011)

    Article  MathSciNet  Google Scholar 

  30. Yan, L., Chrobak, M.: LP-rounding algorithms for the fault-tolerant facility placement problem. J. Discret. Algorithms 33, 93–114 (2015)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgements

This research is partially supported by NSERC Canada, NNSF of China (Grant No. 61672323), the K. C. Wong Magna Foundation of Ningbo University, the China Scholarship Council (Grant No. 201408330402), and the Ningbo Natural Science Foundation (Grant No. 2016A610078).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Wenchang Luo or Guohui Lin .

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

Luo, W., Su, B., Xu, Y., Lin, G. (2018). An Approximation Framework for Bounded Facility Location Problems. 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_30

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-94776-1_30

  • 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