SAT求解中的预处理

Armin Biere, M. Järvisalo, B. Kiesl
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引用次数: 26

摘要

预处理已成为布尔可满足性求解工作流的关键组成部分。在实践中,预处理位于编码阶段和求解阶段之间,其目的是通过对SAT实例应用有效的简化技术来加快SAT求解器随后执行的搜索,从而减少总求解时间。在本章中,我们概述了文献中提出的关键预处理技术。虽然主要关注的是适用于合取范式(CNF)公式的技术,但我们也有选择地介绍了预处理结构和高级SAT实例表示的主要思想。
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Preprocessing in SAT Solving
Preprocessing has become a key component of the Boolean satisfiability (SAT) solving workflow. In practice, preprocessing is situated between the encoding phase and the solving phase, with the aim of decreasing the total solving time by applying efficient simplification techniques on SAT instances to speed up the search subsequently performed by a SAT solver. In this chapter, we overview key preprocessing techniques proposed in the literature. While the main focus is on techniques applicable to formulas in conjunctive normal form (CNF), we also selectively cover main ideas for preprocessing structural and higher-level SAT instance representations.
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Fixed-Parameter Tractability Complete Algorithms A History of Satisfiability Automated Configuration and Selection of SAT Solvers Quantified Boolean Formulas
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