证明复杂性和SAT解决

S. Buss, Jakob Nordström
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引用次数: 38

摘要

本章概述了证明复杂性和与SAT求解的联系,重点介绍了证明系统,如分辨率,Nullstellensatz,多项式微积分和切割平面(对应于冲突驱动的子句学习,使用线性代数或Gröbner基的代数方法,以及伪布尔求解)。此外,还讨论了扩展分辨率(与DRAT证明测井密切相关)以及更普遍的Frege和扩展Frege系统。为进一步阅读提供了充足的参考资料,包括本章省略的一些主题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Proof Complexity and SAT Solving
This chapter gives an overview of proof complexity and connections to SAT solving, focusing on proof systems such as resolution, Nullstellensatz, polynomial calculus, and cutting planes (corresponding to conflict-driven clause learning, algebraic approaches using linear algebra or Gröbner bases, and pseudo-Boolean solving, respectively). There is also a discussion of extended resolution (which is closely related to DRAT proof logging) and Frege and extended Frege systems more generally. An ample supply of references for further reading is provided, including for some topics omitted in this chapter.
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