Title :
A Hybrid Tractable Class for Non-binary CSPs
Author :
El Mouelhi, Achref ; Jegou, Philippe ; Terrioux, Cyril
Author_Institution :
LSIS, Aix-Marseille Univ., Marseille, France
Abstract :
Find new islands of tractability, that is classes of CSPs for which polytime algorithms exist, is a fundamental task in the study of constraint satisfaction problems. The concept of hybrid tractable class, which allows to deal simultaneously with the restrictions of languages and, for example, the satisfaction of structural properties, is an approach which has already shown its interest in this domain. Here we study a hybrid class for non-binary CSPs. With this aim in view, we consider the tractable class BTP introduced in [1].While this class has been defined for binary CSPs, the authors have suggested to extend it to CSPs with constraints of arbitrary arities, using the dual representation of such CSPs. We develop this idea by proposing a new definition without exploiting the dual representation, but using a semantic property associated to the compatibility relations of the constraints. This class, called DBTP for Dual BTP, is firstly shown to be tractable. Then it is compared to some known classes. In particular, we prove that DBTP is incomparable with BTP and that it includes some well known classes of CSPs such as beta-acyclic CSPs.
Keywords :
computational complexity; constraint satisfaction problems; set theory; DBTP class; beta-acyclic CSP; compatibility relations; constraint satisfaction problems; dual BTP class; hybrid tractable class; languages restrictions; nonbinary CSP; polytime algorithms; structural properties; tractable class BTP; Artificial intelligence; Buildings; Complexity theory; Conferences; Periodic structures; Polynomials; Semantics; Broken-Triangle Property; Constraint Satisfaction Problems; Tractable classes;
Conference_Titel :
Tools with Artificial Intelligence (ICTAI), 2013 IEEE 25th International Conference on
Conference_Location :
Herndon, VA
Print_ISBN :
978-1-4799-2971-9
DOI :
10.1109/ICTAI.2013.144