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On the Automatizability of Resolution and Related Propositional Proof Systems

机译:解析和相关命题证明系统的自动化

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We analyse the possibility that a system that simulates Resolution is automatizable. We call this notion "weak automatizability". We prove that Resolution is weakly automatizable if and only if Res(2) has feasible interpolation. In order to prove this theorem, we show that Res(2) has polynomial-size proofs of the reflection principle of Resolution (and of any Res(k)), which is a version of consistency. We also show that Resolution proofs of its own reflection principle require slightly subexpo-nential size. This gives a better lower bound for the monotone interpolation of Res(2) and a better separation from Resolution as a byproduct. Finally, the techniques for proving these results give us a new complexity measure for Resolution that refines the width of Ben-Sasson and Wigderson. The new measure and techniques suggest a new algorithm to find Resolution refutations, and a way to obtain a large class of examples that have small Resolution refutations but require relatively large width. This answers a question of Alekhnovich and Razborov related to whether Resolution is automatizable in quasipolynomial-time.
机译:我们分析了模拟分辨率的系统可自动化的可能性。我们称这个概念为“弱自动化”。我们证明,当且仅当Res(2)具有可行的插值时,Resolution才能实现弱自动化。为了证明该定理,我们证明Res(2)具有分辨率(以及任何Res(k))的反射原理的多项式大小证明,这是一致性的一种形式。我们还表明,其自身反射原理的分辨率证明需要略微低于指数的大小。这为Res(2)的单调插值提供了更好的下限,并与作为副产品的分辨率更好地分离了。最后,用于证明这些结果的技术为我们提供了一种用于“分辨率”的新的复杂性度量,可以细化Ben-Sasson和Wigderson的宽度。新的度量方法和技术提出了一种新的算法,该算法可找到分辨率反驳,以及一种获取大量示例的方法,这些示例具有较小的分辨率反驳但需要相对较大的宽度。这回答了Alekhnovich和Razborov有关分辨率是否可以在准多项式时间内自动进行的问题。

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