Normalizing cardinality rules using merging and sorting constructions

Abstract

Answer-set programs become more expressive if extended by cardinality rules. Certain implementation techniques, however, presume the translation of such rules back into normal rules. This has been previously realized using a BDD-based transformation which may produce a quadratic number of rules in the worst case. In this paper, we present two further constructions which are based on Boolean circuits for merging and sorting and which have been considered, e.g., in the context of the propositional satisfiability (SAT) problem and its extensions. Such circuits can be used to express cardinality constraints in a more compact way. Thus, in order to normalize cardinality rules, we first develop an ASP encoding of a sorting circuit, on top of which the second translation, one encoding a selection circuit, is devised. Because sorting is more general than cardinality checking, we also present ways to prune the resulting sorting and selection programs. The experimental part illustrates the compactness of the new normalizations and points out cases where computational performance is improved. © 2013 Springer-Verlag.