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Issue title: Latin American Workshop on Logic Languages, Algorithms and New Methods of Reasoning (LANMR)
Article type: Research Article
Authors: De Ita, Guillermo | Marcial-Romero, J. Raymundo | Hernández, José Antonio
Affiliations: Computer Sciences Department, Benemérita Universidad Autónoma de Puebla, México. deita@cs.buap.mx | Facultad de Ingeniería, Universidad Autónoma del Estado de México. rmarcial@fi.uaemex.mx | Facultad de Ingeniería, Universidad Autónoma del Estado de México. xoseahernandez@gmail.com
Note: [] Address for correspondence: Computer Sciences Department, Benemérita Universidad Autónoma de Puebla, México
Abstract: The #SAT problem is a classical #P-complete problem even for monotone, Horn and two conjunctive formulas (the last known as #2SAT). We present a novel branch and bound algorithm to solve the #2SAT problem exactly. Our procedure establishes a new threshold where #2SAT can be computed in polynomial time. We show that for any 2-CF formula F with n variables where #2SAT(F) ≤ p(n), for some polynomial p, #2SAT(F) is computed in polynomial time. This is a new way to measure the degree of difficulty for solving #2SAT and, according to such measure our algorithm allows to determine a boundary between ‘hard’ and ‘easy’ instances of the #2SAT problem.
Keywords: #2SAT Problem, Branch-Bound Algorithm, Polynomial Thresholds, Efficient Counting
DOI: 10.3233/FI-2011-599
Journal: Fundamenta Informaticae, vol. 113, no. 1, pp. 63-77, 2011
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