Title :
The Complexity of Global Cardinality Constraints
Author :
Bulatov, Andrei A. ; Marx, Dániel
Author_Institution :
Simon Fraser Univ., Burnaby, BC, Canada
Abstract :
In a constraint satisfaction problem (CSP) the goal is to find an assignment of a given set of variables subject to specified constraints. A global cardinality constraint is an additional requirement that prescribes how many variables must be assigned a certain value. We study the complexity of the problem CCSP(Gamma), the constraint satisfaction problem with global cardinality constraints that allows only relations from the set Gamma. The main result of this paper characterizes sets Gamma that give rise to problems solvable in polynomial time, and states that the remaining such problems are NP-complete.
Keywords :
computational complexity; constraint handling; NP-complete problems; constraint satisfaction problem; global cardinality constraints complexity; polynomial time; Computer science; Constraint theory; Equations; Logic; Polynomials; cardinality constraints; complexity; constraint satisfaction problem;
Conference_Titel :
Logic In Computer Science, 2009. LICS '09. 24th Annual IEEE Symposium on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-0-7695-3746-7
DOI :
10.1109/LICS.2009.38