Model Checking Driven Heuristic Search for Correct Programs

  • Authors:
  • Gal Katz;Doron Peled

  • Affiliations:
  • Bar Ilan University, Ramat Gan, Israel 52900;Bar Ilan University, Ramat Gan, Israel 52900

  • Venue:
  • Model Checking and Artificial Intelligence
  • Year:
  • 2009

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Abstract

Genetic programming and model checking were combined recently to generate correct-by-construction programs. Unlike other synthesis methods, this approach is based on a search in the state space of syntactically-restricted programs. This search can be seen as a probabilistic and heuristic search. In this paper we discuss the connection between program synthesis and heuristic search.