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The Mechanical Verification of a DPLL-Based Satisfiability Solver
Author(s) -
Natarajan Shankar,
Marc Vaucher
Publication year - 2011
Publication title -
electronic notes in theoretical computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.242
H-Index - 60
ISSN - 1571-0661
DOI - 10.1016/j.entcs.2011.03.002
Subject(s) - dpll algorithm , computer science , satisfiability , boolean satisfiability problem , satisfiability modulo theories , solver , theoretical computer science , predicate abstraction , inference , algorithm , formal verification , programming language , model checking , artificial intelligence , jitter , telecommunications , phase locked loop
Recent years have witnessed dramatic improvements in the capabilities of propositional satisfiability procedures or SAT solvers. The speedups are the result of numerous optimizations including conflict-directed backjumping. We use the Prototype Verification System (PVS) to verify a satisfiability procedure based on the Davis–Putnam–Logemann–Loveland (DPLL) scheme that features these optimizations. This exercise is a step toward the verification of an efficient implementation of the satisfiability procedure. Our verification of a SAT solver is part of a larger program of research to provide a secure foundation for inference using a verified reference kernel that contains a verified SAT solver. Our verification exploits predicate subtypes and dependent types in PVS to capture the specification and the key invariants

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