SAT-based verification of LTL formulas

  • Authors:
  • Wenhui Zhang

  • Affiliations:
  • Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China

  • Venue:
  • FMICS'06/PDMC'06 Proceedings of the 11th international workshop, FMICS 2006 and 5th international workshop, PDMC conference on Formal methods: Applications and technology
  • Year:
  • 2006

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Abstract

Bounded model checking (BMC) based on satisfiability testing (SAT) has been introduced as a complementary technique to BDD-based symbolic model checking of LTL properties in recent years and a lot of successful work has been done with this approach. The basic idea is to search for a counter example of a particular length and to generate a propositional formula that is satisfied iff such a counter example exists. An over approximation of the length that need to be checked in order to certify that the system is error free is usually too big, such that it is not practical to use this approach for checking systems that are error free with respect to given properties. Even if we know the exact threshold, for a reasonably large system, this threshold would possibly also be large enough to make the verification become intractable due to the complexity of solving the corresponding SAT instance. This study is on a different direction and the aim of this study is verification of valid properties. We propose an approach to (partly) avoid the use of the completeness threshold as the verification criteria when checking systems that are error free with respect to LTL properties. The benefit of the use of this approach may be very large compared to the use of the completeness threshold. Though, Prasad, Biere and Gupta pointed out in a survey paper [19] that, currently, the strength of SAT-based verification techniques lies primarily in falsification, this study explores the strength of SAT-based techniques for verification and the case study shows that this is a promising approach.