On binary constraint problems

  • Authors:
  • Peter B. Ladkin;Roger D. Maddux

  • Affiliations:
  • Univ. Bern, Switzerland;Iowa State Univ., Ames

  • Venue:
  • Journal of the ACM (JACM)
  • Year:
  • 1994

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Abstract

The concepts of binary constraint satisfaction problems can be naturally generalized to the relation algebras of Tarski. The concept of path-consistency plays a central role. Algorithms for path-consistency can be implemented on matrices of relations and on matrices of elements from a relation algebra. We give an example of a 4-by-4 matrix of infinite relations on which on iterative local path-consistency algorithm terminates. We give a class of examples over a fixed finite algebra on which all iterative local algorithms, whether parallel or sequential, must take quadratic time. Specific relation algebras arising from interval constraint problems are also studied: the Interval Algebra, the Point Algebra, and the Containment Algebra.