Complexity Issues in the Davis and Putnam Scheme

  • Authors:
  • Gonzalo Escalada-Imaz;Rodolfo Torres-Velázquez

  • Affiliations:
  • -;-

  • Venue:
  • AIMSA '00 Proceedings of the 9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
  • Year:
  • 2000

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Abstract

The Davis and Putnam (D&P) scheme has been intensively studied during this last decade. Nowadays, its good empirical performances are well-known. Here, we deal with its theoretical side which has been relatively less studied until now. Thus, we propose a strictely linear D&P algorithm for the most well known tractable classes: Horn-SAT and 2-SAT. Specifically, the strictely linearity of our proposed D&P algorithm improves significantly the previous existing complexities that were quadratic for Horn-SAT and even exponential for 2-SAT. As a consequence, the D&P algorithm designed to deal with the general SAT problem runs as fast (in terms of complexity) as the specialised algorithms designed to work exclusively with a specific tractable SAT subclass.