Flexible interpolation with local proof transformations

  • Authors:
  • Roberto Bruttomesso;Simone Rollini;Natasha Sharygina;Aliaksei Tsitovich

  • Affiliations:
  • Università della Svizzera Italiana, Lugano, Switzerland;Università della Svizzera Italiana, Lugano, Switzerland;Università della Svizzera Italiana, Lugano, Switzerland;Università della Svizzera Italiana, Lugano, Switzerland

  • Venue:
  • Proceedings of the International Conference on Computer-Aided Design
  • Year:
  • 2010

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Abstract

Model checking based on Craig's interpolants ultimately relies on efficient engines, such as SMT-Solvers, to log proofs of unsatisfiability and to derive the desired interpolant by means of a set of algorithms known in literature. These algorithms, however, are designed for proofs that do not contain mixed predicates. In this paper we present a technique for transforming the propositional proof produced by an SMT-Solver in such a way that mixed predicates are eliminated. We show a number of cases in which mixed predicates arise as a consequence of state-of-the-art solving procedures (e.g. lemma on demand, theory combination, etc.). In such cases our technique can be applied to allow the reuse of known interpolation algorithms. We demonstrate with a set of experiments that our approach is viable.