Skip to main content

A Characterisation of the Complexity of Forbidding Subproblems in Binary Max-CSP

  • Conference paper
Book cover Principles and Practice of Constraint Programming (CP 2012)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 7514))

  • 2199 Accesses

Abstract

Tractable classes of binary CSP and binary Max-CSP have recently been discovered by studying classes of instances defined by excluding subproblems. In this paper we characterise the complexity of all classes of binary Max-CSP instances defined by forbidding a single subproblem. In the resulting dichotomy, the only non-trivial tractable class defined by a forbidden subproblem corresponds to the set of instances satisfying the so-called joint-winner property.

Martin Cooper is supported by Projects ANR-10-BLAN-0210 and 0214. Stanislav Živný is supported by a Junior Research Fellowship at University College, Oxford.

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. Bertelé, U., Brioshi, F.: Nonserial dynamic programming. Academic Press (1972)

    Google Scholar 

  2. Cooper, M.C., Escamocher, G.: A Dichotomy for 2-Constraint Forbidden CSP Patterns. In: AAAI 2012 (2012)

    Google Scholar 

  3. Cooper, M.C., Jeavons, P.G., Salamon, A.Z.: Generalizing constraint satisfaction on trees: hybrid tractability and variable elimination. Artificial Intelligence 174(9-10), 570–584 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  4. Cooper, M.C., Živný, S.: Tractable Triangles. In: Lee, J. (ed.) CP 2011. LNCS, vol. 6876, pp. 195–209. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  5. Cooper, M.C., Živný, S.: Hierarchically Nested Convex VCSP. In: Lee, J. (ed.) CP 2011. LNCS, vol. 6876, pp. 187–194. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  6. Cooper, M.C., Živný, S.: Hybrid tractability of valued constraint problems. Artificial Intelligence 175(9-10), 1555–1569 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  7. Creignou, N., Khanna, S., Sudan, M.: Complexity classification of Boolean constraint satisfaction problems. SIAM Monographs on Discrete Mathematics and Applications, vol. 7 (2001)

    Google Scholar 

  8. Dalmau, V., Kolaitis, P.G., Vardi, M.Y.: Constraint Satisfaction, Bounded Treewidth, and Finite-Variable Logics. In: Van Hentenryck, P. (ed.) CP 2002. LNCS, vol. 2470, pp. 310–326. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  9. Dechter, R.: Constraint Processing. Morgan Kaufmann (2003)

    Google Scholar 

  10. Deineko, V., Jonsson, P., Klasson, M., Krokhin, A.: The approximability of Max CSP with fixed-value constraints. Journal of the ACM 55(4) (2008)

    Google Scholar 

  11. Grohe, M.: The complexity of homomorphism and constraint satisfaction problems seen from the other side. Journal of the ACM 54(1), 1–24 (2007)

    Article  MathSciNet  Google Scholar 

  12. Jonsson, P., Klasson, M., Krokhin, A.: The approximability of three-valued MAX CSP. SIAM J. Comput. 35(6), 1329–1349 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  13. Jonsson, P., Kuivinen, F., Thapper, J.: Min CSP on Four Elements: Moving beyond Submodularity. In: Lee, J. (ed.) CP 2011. LNCS, vol. 6876, pp. 438–453. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  14. Kamiński, M.: max-cut and Containment Relations in Graphs. In: Thilikos, D.M. (ed.) WG 2010. LNCS, vol. 6410, pp. 15–26. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  15. Lewis, J.M., Yannakakis, M.: The node-deletion problem for hereditary properties is NP-complete. Journal of Computer System Sciences 20(2), 219–230 (1980)

    Article  MathSciNet  MATH  Google Scholar 

  16. Orlin, J.B.: A faster strongly polynomial time algorithm for submodular function minimization. Mathematical Programming Ser. A 118(2), 237–251 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  17. Shamir, R., Sharan, R., Tsur, D.: Cluster graph modification problems. Discrete Applied Mathematics 144, 173–182 (2004)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Cooper, M.C., Escamocher, G., Živný, S. (2012). A Characterisation of the Complexity of Forbidding Subproblems in Binary Max-CSP. In: Milano, M. (eds) Principles and Practice of Constraint Programming. CP 2012. Lecture Notes in Computer Science, vol 7514. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33558-7_21

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-33558-7_21

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-33557-0

  • Online ISBN: 978-3-642-33558-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics