Characterizing Tseitin-Formulas with Short Regular Resolution Refutations

IF 4.5 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Alexis de Colnet, Stefan Mengel
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引用次数: 0

Abstract

Tseitin-formulas are systems of parity constraints whose structure is described by a graph. These formulas have been studied extensively in proof complexity as hard instances in many proof systems. In this paper, we prove that a class of unsatisfiable Tseitin-formulas of bounded degree has regular resolution refutations of polynomial length if and only if the treewidth of all underlying graphs G for that class is in O(log |V (G)|). It follows that unsatisfiable Tseitin-formulas with polynomial length of regular resolution refutations are completely determined by the treewidth of the underlying graphs when these graphs have bounded degree. To prove this, we show that any regular resolution refutation of an unsatisfiable Tseitin-formula with graph G of bounded degree has length 2Ω(tw(G))/|V (G)|, thus essentially matching the known 2O(tw(G))poly(|V (G)|) upper bound. Our proof first connects the length of regular resolution refutations of unsatisfiable Tseitin-formulas to the size of representations of satisfiable Tseitin-formulas in decomposable negation normal form (DNNF). Then we prove that for every graph G of bounded degree, every DNNF-representation of every satisfiable Tseitin-formula with graph G must have size 2Ω(tw(G)) which yields our lower bound for regular resolution.
用短正则解析反驳的策廷公式的表征
tsetin公式是用图来描述结构的宇称约束系统。在许多证明系统中,这些公式作为难实例在证明复杂性中得到了广泛的研究。在本文中,我们证明了一类有界次的不可满足的tsetin公式当且仅当该类的所有底层图G的树宽在O(log |V (G)|)内具有多项式长度的正则解析反驳。由此可见,当图有界度时,具有正则分辨率反驳多项式长度的不满足tsetin公式完全由底层图的树宽度决定。为了证明这一点,我们证明了任何具有有界度图G的不满足tseitin公式的正则分辨率反驳的长度为2Ω(tw(G))/|V (G)|,因此基本上匹配已知的2O(tw(G))多边形(|V (G)|)上界。我们的证明首先将不满足采铁公式的正则解析反驳的长度与可分解否定范式(DNNF)中可满足采铁公式的表示的大小联系起来。然后证明了对于每一个有界度的图G,每一个具有图G的可满足的tsetin公式的每一个dnnf表示必须具有2Ω(tw(G))的大小,从而得到正则分辨率的下界。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research 工程技术-计算机:人工智能
CiteScore
9.60
自引率
4.00%
发文量
98
审稿时长
4 months
期刊介绍: JAIR(ISSN 1076 - 9757) covers all areas of artificial intelligence (AI), publishing refereed research articles, survey articles, and technical notes. Established in 1993 as one of the first electronic scientific journals, JAIR is indexed by INSPEC, Science Citation Index, and MathSciNet. JAIR reviews papers within approximately three months of submission and publishes accepted articles on the internet immediately upon receiving the final versions. JAIR articles are published for free distribution on the internet by the AI Access Foundation, and for purchase in bound volumes by AAAI Press.
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