Skip to main content

The Probabilistic Min Dominating Set Problem

  • Conference paper
Computer Science – Theory and Applications (CSR 2013)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7913))

Included in the following conference series:

  • 1037 Accesses

Abstract

We present a natural wireless sensor network problem, which we model as a probabilistic version of the min dominating set problem. We show that this problem, being a generalization of the classical min dominating set, is NP-hard, even in bipartite graphs. We first study the complexity of probabilistic min dominating set in graphs where min dominating set is polynomial, mainly in trees and paths and then we give some approximation results for it.

Research supported by the French Agency for Research under the program TODO, ANR-09-EMER-010.

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 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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Sandos, A.C., Bendali, F., Mailfert, J., Duhamel, C., Hou, K.M.: Heuristics for designing energy-efficient wireless sensor network topologies. J. Networks 4, 436–444 (2009)

    Google Scholar 

  2. Jaillet, P.: Probabilistic traveling salesman problem. Technical Report 185, Operations Research Center. MIT, Cambridge Mass., USA (1985)

    Google Scholar 

  3. Bertsimas, D.J.: Probabilistic combinatorial optimization problems. Phd thesis, Operations Research Center. MIT, Cambridge Mass., USA (1988)

    Google Scholar 

  4. Averbakh, I., Berman, O., Simchi-Levi, D.: Probabilistic a priori routing-location problems. Naval Res. Logistics 41, 973–989 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  5. Bertsimas, D.J.: On probabilistic traveling salesman facility location problems. Transportation Sci. 3, 184–191 (1989)

    Article  MathSciNet  Google Scholar 

  6. Bertsimas, D.J.: The probabilistic minimum spanning tree problem. Networks 20, 245–275 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  7. Bertsimas, D.J., Jaillet, P., Odoni, A.: A priori optimization. Oper. Res. 38, 1019–1033 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  8. Jaillet, P.: A priori solution of a traveling salesman problem in which a random subset of the customers are visited. Oper. Res. 36, 929–936 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  9. Jaillet, P.: Shortest path problems with node failures. Networks 22, 589–605 (1992)

    Article  MathSciNet  MATH  Google Scholar 

  10. Jaillet, P., Odoni, A.: The probabilistic vehicle routing problem. In: Golden, B.L., Assad, A.A. (eds.) Vehicle Routing: Methods and Studies. North-Holland, Amsterdam (1988)

    Google Scholar 

  11. Balaprakash, P., Birattari, M., Stützle, T., Dorigo, M.: Estimation-based metaheuristics for the probabilistic traveling salesman problem. Computers and Operations Research 37, 1939–1951 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  12. Bianchi, L., Knowles, J., Bowler, N.: Local search for the probabilistic traveling salesman problem: correlation to the 2-p-opt and 1-shift algorithms. European J. Oper. Res. 161, 206–219 (2005)

    Article  MathSciNet  Google Scholar 

  13. Birattari, M., Balaprakash, P., Stützle, T., Dorigo, M.: Estimation-based local search for stochastic combinatorial optimization using delta evaluations: a case study on the probabilistic traveling salesman problem. INFORMS J. Computing 20, 644–658 (2008)

    Article  MATH  Google Scholar 

  14. Campbell, A.M., Thomas, B.W.: Probabilistic traveling salesman problem with deadlines. Transportation Sci. 42, 1–21 (2008)

    Article  Google Scholar 

  15. Murat, C., Paschos, V.T.: On the probabilistic minimum coloring and minimum k-coloring. Discrete Appl. Math. 154, 564–586 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  16. Bourgeois, N., Della Croce, F., Escoffier, B., Murat, C., Paschos, V.T.: Probabilistic coloring of bipartite and split graphs. J. Comb. Optimization 17, 274–311 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  17. Murat, C., Paschos, V.T.: A priori optimization for the probabilistic maximum independent set problem. Theoret. Comput. Sci. 270, 561–590 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  18. Murat, C., Paschos, V.T.: The probabilistic minimum vertex-covering problem. Int. Trans. Opl. Res. 9, 19–32 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  19. Murat, C., Paschos, V.T.: The probabilistic longest path problem. Networks 33, 207–219 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  20. Paschos, V.T., Telelis, O.A., Zissimopoulos, V.: Steiner forests on stochastic metric graphs. In: Dress, A.W.M., Xu, Y., Zhu, B. (eds.) COCOA. LNCS, vol. 4616, pp. 112–123. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  21. Paschos, V.T., Telelis, O.A., Zissimopoulos, V.: Probabilistic models for the steiner tree problem. Networks 56, 39–49 (2010)

    MathSciNet  MATH  Google Scholar 

  22. Boria, N., Murat, C., Paschos, V.T.: On the probabilistic min spanning tree problem. J. Mathematical Modelling and Algorithms (to appear)

    Google Scholar 

  23. Karp, R.M.: Reducibility among combinatorial problems. In: Miller, R.E., Thatcher, J.W. (eds.) Complexity of computer computations, pp. 85–103. Plenum Press, New York (1972)

    Chapter  Google Scholar 

  24. Boria, N., Murat, C., Paschos, V.T.: An emergency management model for a wireless sensor network problem. In: Cahier du LAMSADE 325, LAMSADE, Université Paris-Dauphine (2012)

    Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  27. Slavík, P.: A tight analysis of the greedy algorithm for set cover. In: Proc. STOC 1996, pp. 435–441 (1996)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Boria, N., Murat, C., Paschos, V.T. (2013). The Probabilistic Min Dominating Set Problem. In: Bulatov, A.A., Shur, A.M. (eds) Computer Science – Theory and Applications. CSR 2013. Lecture Notes in Computer Science, vol 7913. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38536-0_26

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-38536-0_26

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-38535-3

  • Online ISBN: 978-3-642-38536-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics