Skip to main content

Solving Connected Dominating Set Faster Than 2n

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4337))

Abstract

In the connected dominating set problem we are given an n-node undirected graph, and we are asked to find a minimum cardinality connected subset S of nodes such that each node not in S is adjacent to some node in S. This problem is also equivalent to finding a spanning tree with maximum number of leaves.

Despite its relevance in applications, the best known exact algorithm for the problem is the trivial Ω(2n) algorithm which enumerates all the subsets of nodes. This is not the case for the general (unconnected) version of the problem, for which much faster algorithms are available. Such difference is not surprising, since connectivity is a global property, and non-local problems are typically much harder to solve exactly.

In this paper we break the 2n barrier, by presenting a simple O(1.9407n) algorithm for the connected dominating set problem. The algorithm makes use of new domination rules, and its analysis is based on the Measure and Conquer technique.

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

Buying options

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 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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Beigel, R., Eppstein, D.: 3-coloring in time O(1.3289n). Journal of Algorithms 54, 168–204 (2005)

    Article  MATH  MathSciNet  Google Scholar 

  2. Blum, J., Ding, M., Thaeler, A., Cheng, X.: Connected dominating set in sensor networks and MANETs. In: Handbook of combinatorial optimization. Supplement, vol. B, pp. 329–369. Springer, New York (2005)

    Chapter  Google Scholar 

  3. Brueggemann, T., Kern, W.: An improved deterministic local search algorithm for 3-SAT. Theoretical Computer Science 329, 303–313 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  4. Byskov, J.M.: Enumerating maximal independent sets with applications to graph colouring. Operations Research Letters 32, 547–556 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  5. Dantsin, E., Goerdt, A., Hirsch, E.A., Kannan, R., Kleinberg, J., Papadimitriou, C., Raghavan, P., Schöning, U.: A deterministic \((2-2/(k+1))\sp n\) algorithm for k-SAT based on local search. Theoretical Computer Science 289, 69–83 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  6. Eppstein, D.: The traveling salesman problem for cubic graphs. In: Dehne, F., Sack, J.-R., Smid, M. (eds.) WADS 2003. LNCS, vol. 2748, pp. 307–318. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  7. Eppstein, D.: Quasiconvex analysis of backtracking algorithms. In: Proceedings of the ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 781–790 (2004)

    Google Scholar 

  8. Fomin, F.V., Grandoni, F., Kratsch, D.: Measure and Conquer: Domination – A Case Study. In: Caires, L., Italiano, G.F., Monteiro, L., Palamidessi, C., Yung, M. (eds.) ICALP 2005. LNCS, vol. 3580, pp. 191–203. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  9. Fomin, F.V., Grandoni, F., Kratsch, D.: Some new techniques in design and analysis of exact (exponential) algorithms. Bulletin of the EATCS 87, 47–77 (2005)

    MATH  MathSciNet  Google Scholar 

  10. Fomin, F.V., Grandoni, F., Kratsch, D.: Measure and Conquer: A simple O(20.288 n) independent set algorithm. In: Proceedings of the17th ACM-SIAM Symposium on Discrete Algorithms (SODA), pp. 18–25 (2006)

    Google Scholar 

  11. Fomin, F.V., Kratsch, D., Todinca, I.: Exact (Exponential) algorithms for treewidth and minimum fill-in. In: Díaz, J., Karhumäki, J., Lepistö, A., Sannella, D. (eds.) ICALP 2004. LNCS, vol. 3142, pp. 568–580. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  12. Fomin, F.V., Kratsch, D., Woeginger, G.J.: Exact (Exponential) algorithms for the dominating set problem. In: Hromkovič, J., Nagl, M., Westfechtel, B. (eds.) WG 2004. LNCS, vol. 3353, pp. 245–256. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  13. Garey, M.R., Johnson, D.S.: Computers and Intractability. A Guide to the Theory of NP-Completeness. Freemann (1979)

    Google Scholar 

  14. Grandoni, F.: A note on the complexity of minimum dominating set. Journal of Discrete Algorithms 4(2), 209–214 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  15. Guha, S., Khuller, S.: Approximation algorithms for connected dominating sets. Algorithmica 20(4), 374–387 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  16. Gupta, A., Kumar, A., Roughgarden, T.: Simpler and better approximation algorithms for network design. In: Proceedings of the 35th Annual ACM Symposium on Theory of Computing (STOC 2003), pp. 365–372. ACM, New York (2003)

    Google Scholar 

  17. Håstad, J.: Clique is hard to approximate within n 1 − ε. Acta Math. 182(1), 105–142 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  18. Held, M., Karp, R.M.: A dynamic programming approach to sequencing problems. Journal of SIAM, 196–210 (1962)

    Google Scholar 

  19. Impagliazzo, R., Paturi, R., Zane, F.: Which problems have strongly exponential complexity. Journal of Computer and System Sciences 63, 512–530 (2001)

    Article  MATH  MathSciNet  Google Scholar 

  20. Iwama, K.: Worst-case upper bounds for k-SAT. Bulletin of the EATCS 82, 61–71 (2004)

    MATH  MathSciNet  Google Scholar 

  21. Mölle, D., Richter, S., Rossmanith, P.: A faster algorithm for the steiner tree problem. In: Durand, B., Thomas, W. (eds.) STACS 2006. LNCS, vol. 3884, pp. 561–570. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  22. Randerath, B., Schiermeyer, I.: Exact algorithms for MINIMUM DOMINATING SET. Technical Report, zaik-469, Zentrum für Angewandte Informatik Köln (April 2004)

    Google Scholar 

  23. Razgon, I.: Exact computation of maximum induced forest. In: Arge, L., Freivalds, R. (eds.) SWAT 2006. LNCS, vol. 4059, pp. 160–171. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  24. Robson, J.M.: Algorithms for maximum independent sets. Journal of Algorithms 7(3), 425–440 (1986)

    Article  MATH  MathSciNet  Google Scholar 

  25. Schöning, U.: Algorithmics in exponential time. In: Diekert, V., Durand, B. (eds.) STACS 2005. LNCS, vol. 3404, pp. 36–43. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  26. Swamy, C., Kumar, A.: Primal-dual algorithms for connected facility location problems. Algorithmica 40(4), 245–269 (2004)

    Article  MATH  MathSciNet  Google Scholar 

  27. Williams, R.: A new algorithm for optimal constraint satisfaction and its implications. In: Díaz, J., Karhumäki, J., Lepistö, A., Sannella, D. (eds.) ICALP 2004. LNCS, vol. 3142, pp. 1227–1237. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  28. Woeginger, G.J.: Exact algorithms for NP-hard problems: A survey. In: Jünger, M., Reinelt, G., Rinaldi, G. (eds.) Combinatorial Optimization - Eureka, You Shrink! LNCS, vol. 2570, pp. 185–207. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  29. Woeginger, G.J.: Space and time complexity of exact algorithms: Some open problems. In: Downey, R.G., Fellows, M.R., Dehne, F. (eds.) IWPEC 2004. LNCS, vol. 3162, pp. 281–290. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Fomin, F.V., Grandoni, F., Kratsch, D. (2006). Solving Connected Dominating Set Faster Than 2n . In: Arun-Kumar, S., Garg, N. (eds) FSTTCS 2006: Foundations of Software Technology and Theoretical Computer Science. FSTTCS 2006. Lecture Notes in Computer Science, vol 4337. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11944836_16

Download citation

  • DOI: https://doi.org/10.1007/11944836_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-49994-7

  • Online ISBN: 978-3-540-49995-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics