Authors: Stepan Kochemazov and Oleg Zaikin
Paper Information
Title: | ALIAS: A Modular Tool for Finding Backdoors for SAT |
Authors: | Stepan Kochemazov and Oleg Zaikin |
Proceedings: | SAT Proceedings |
Editors: | Christoph M. Wintersteiger and Olaf Beyersdorff |
Keywords: | SAT, backdoor, black-box optimization |
Abstract: | ABSTRACT. We present ALIAS, a modular tool aimed at finding backdoors for hard SAT instances. Here by a backdoor for a specific SAT solver and SAT formula we mean a set of its variables, all possible instantiations of which lead to construction of a family of subformulas with the total solving time less than that for an original formula. For a particular backdoor, the tool uses the Monte-Carlo algorithm to estimate the runtime of a solver when partitioning an original problem via said backdoor. Thus, the problem of finding a backdoor is viewed as a black-box optimization problem. The tool's modular structure allows to employ state-of-the-art SAT solvers and black-box optimization heuristics. In practice, for a number of hard SAT instances, the tool made it possible to solve them much faster than using state-of-the-art multithreaded SAT-solvers. |
Pages: | 9 |
Talk: | Jul 12 14:00 (Session 76G: Tools & Applications II) |
Paper: |