Generating hard SAT/CSP instances using expander graphs


Autoria(s): Ansótegui Gil, Carlos José; Béjar Torres, Ramón; Fernàndez Camon, César; Mateu Piñol, Carles
Data(s)

2008

Resumo

In this paper we provide a new method to generate hard k-SAT instances. We incrementally construct a high girth bipartite incidence graph of the k-SAT instance. Having high girth assures high expansion for the graph, and high expansion implies high resolution width. We have extended this approach to generate hard n-ary CSP instances and we have also adapted this idea to increase the expansion of the system of linear equations used to generate XORSAT instances, being able to produce harder satisfiable instances than former generators.

Identificador

http://hdl.handle.net/10459.1/46644

Idioma(s)

eng

Publicador

Association for the Advancement of Artificial Intelligence

Relação

Versió postprint del document publicat a: http://www.aaai.org

Proceedings of the twenty-third National Conference on Artificial Intelligence, 2008, p. 1442-1443

Direitos

info:eu-repo/semantics/openAccess

(c) Association for the Advancement of Artificial Intelligence, 2008

Palavras-Chave #Intel·ligència artificial #Tecnologia Innovacions
Tipo

article