Skip to main content

SPREAD: A Balancing Constraint Based on Statistics

  • Conference paper
Principles and Practice of Constraint Programming - CP 2005 (CP 2005)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 3709))

Abstract

Many combinatorial problems require of their solutions that they achieve a certain balance of given features. In the constraint programming literature, little has been written to specifically address this issue, particularly at the modeling level. We propose a new constraint dedicated to balancing, based on well-known and well-understood concepts in statistics. We show how it can be used to model different situations in which balance is important. We also design efficient filtering algorithms to guide the search towards balanced solutions.

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. Problem 30 of CSPLIB, www.csplib.org

  2. Katriel, I., Thiel, S.: Fast Bound Consistency for the Global Cardinality Constraint. In: Rossi, F. (ed.) CP 2003. LNCS, vol. 2833, pp. 437–451. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  3. Lemaître, M., Verfaillie, G., Bataille, N.: Exploiting a Common Property Resource under a Fairness Constraint: a Case Study. In: Proc. IJCAI, Stockholm, Sweden (1999)

    Google Scholar 

  4. Quimper, C.-G., van Beek, P., LĂ³pez-Ortiz, A., Golynski, A., Sadjad, S.B.: An Efficient Bounds Consistency Algorithm for the Global Cardinality Constraint. In: Rossi, F. (ed.) CP 2003. LNCS, vol. 2833, pp. 600–614. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2005 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Pesant, G., RĂ©gin, JC. (2005). SPREAD: A Balancing Constraint Based on Statistics. In: van Beek, P. (eds) Principles and Practice of Constraint Programming - CP 2005. CP 2005. Lecture Notes in Computer Science, vol 3709. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11564751_35

Download citation

  • DOI: https://doi.org/10.1007/11564751_35

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-29238-8

  • Online ISBN: 978-3-540-32050-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics