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P2 A Finite-Model-Theoretic View on Propositional Proof Complexity

命题证明复杂度的有限模型论视角
LMCS vol.Volume 15, Issue 12022匹配度 1/10 · 论文研究命题证明复杂度与有限模型论(不动点逻辑)的理论联系,属于逻辑与计算复杂性基础,与用户关注的静态分析、Agentic/LLM 程序分析、浮点程序分析或贝叶斯程序分析均无直接关联;且缺乏工程实现与工业落地场景。引用 5 inbox
Erich Grädel, Martin Grohe, Benedikt Pago, Wied Pakusa
crossref: 2026-09-10

AI 速览

一句话:用不动点逻辑精确刻画Horn消解、有界宽度消解与有界次数多项式演算的证明能力。

本文在命题证明复杂度与有限模型论之间建立新的、紧致的联系。作者用描述性复杂度中若干重要的不动点逻辑变体,精确刻画多种命题证明系统的能力:Horn消解与最小不动点逻辑表达力相同;有界宽度消解刻画存在最小不动点逻辑;有理数上有界次数多项式演算恰好求解可用带计数不动点逻辑定义的问题。对于有界次数多项式演算,若限制系数位复杂度,它捕获带计数不动点逻辑;若不限制系数,则仅知它不强于有界变元无穷计数逻辑,精确逻辑刻画仍是开放问题。这些联系为在有理数及有限域上证明多项式演算下界提供有限模型论工具。本文为修正版。

问题
研究命题证明复杂度与有限模型论之间的精确联系,特别是用逻辑刻画Horn消解、有界宽度消解和多项式演算等证明系统的表达力。
方法
借助描述性复杂度中的最小不动点逻辑、带计数不动点逻辑等变体,对证明系统进行逻辑刻画,并据此发展下界工具。
评估
以定理形式给出多个证明系统与逻辑的表达力等价或上界结果,并为有理数和有限域上的多项式演算下界提供有限模型论方法;部分情形仍为开放问题。
原文摘要(Abstract)

We establish new, and surprisingly tight, connections between propositional proof complexity and finite model theory. Specifically, we show that the power of several propositional proof systems, such as Horn resolution, bounded-width resolution, and the monomial calculus of bounded degree, can be characterised in a precise sense by variants of fixed-point logics that are of fundamental importance in descriptive complexity theory. Our main results are that Horn resolution has the same expressive power as least fixed-point logic, that bounded-width resolution captures existential least fixed-point logic, and that the polynomial calculus with bounded degree over the rationals solves precisely the problems definable in fixed-point logic with counting. We also study the bounded-degree polynomial calculus. Over the rationals, it captures fixed-point logic with counting if we restrict the bit-complexity of the coefficients. For unrestricted coefficients, we can only say that the bounded-degree polynomial calculus is at most as powerful as bounded variable infinitary counting logic, but a precise logical characterisation of its power remains an open problem. These connections between logics and proof systems allow us to establish finite-model-theoretic tools for proving lower bounds for the polynomial calculus over the rationals and also over finite fields. This is a corrected version of the paper (arXiv:1802.09377) published originally on January 23, 2019.

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BibTeX
@article{paperbot1693,
  title = {A Finite-Model-Theoretic View on Propositional Proof Complexity},
  author = {Erich Grädel and Martin Grohe and Benedikt Pago and Wied Pakusa},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 15, Issue 1},
  year = {2022},
  doi = {10.23638/lmcs-15(1:4)2019}
}