Deriving Filtering Algorithms from Constraint Checkers
Number of Authors: 3
2004 (English)Report (Refereed)
This report deals with global constraints for which the set of solutions can be recognized by an extended finite automaton whose size is bounded by a polynomial in $n$, where $n$ is the number of variables of the corresponding global constraint. By reformulating the automaton as a conjunction of signature and transition constraints we show how to systematically obtain a filtering algorithm. Under some restrictions on the signature and transition constraints this filtering algorithm achieves arc-consistency. An implementation based on some constraints as well as on the metaprogramming facilities of SICStus Prolog is available. For a restricted class of automata we provide a filtering algorithm for the relaxed case, where the violation cost is the minimum number of variables to unassign in order to get back to a solution.
Place, publisher, year, edition, pages
Swedish Institute of Computer Science , 2004, 1. , 42 p.
SICS Technical Report, ISSN 1100-3154 ; 2004:08
Constraint Programming, Global Constraints, Filtering Algorithms, Finite Automata, Relaxation
Computer and Information Science
IdentifiersURN: urn:nbn:se:ri:diva-14256OAI: oai:DiVA.org:ri-14256DiVA: diva2:1035544