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P2 A Resolution-Based Interactive Proof System for UNSAT

面向 UNSAT 的基于归结的交互式证明系统
LMCS vol.Volume 22, Issue 22026匹配度 3/10 · 该论文研究 SAT/UNSAT 的交互式证明与归结过程,属于自动推理和形式化验证方向,但与用户核心关注的 LLM/Agent 结合静态分析、浮点程序分析或贝叶斯程序分析没有直接关联。引用 3 inbox
Philipp Czerner, Javier Esparza, Valentin Krasotin, Adrian Krauss
crossref: 2026-09-10

AI 速览

一句话:将竞争性交互证明归约为算术化问题,并给出首个与 Davis-Putnam 归结竞争的 UNSAT 交互协议。

现代 SAT/QBF 求解器需要给出正确性证书,但不可满足证书最坏情形为指数大小,最大已达 TB 级,限制了弱客户端—强服务器模式。已有基于 IP=PSPACE 的交互证明协议仅与 BDD 算法竞争,而现代 SAT 求解器多基于归结。本文首先证明一个定理,将构造竞争性交互协议归约为寻找满足特定交换性的公式算术化;随后据此给出首个针对 Davis-Putnam 归结过程的交互协议,并报告实现与实验结果。

问题
问题在于 SAT/QBF 求解器返回的不可满足证书可能指数级甚至 TB 级,计算能力受限的客户端难以验证;已有交互证明方案只针对 BDD 求解算法,需探索能否与实用归结类 SAT 算法竞争。
方法
作者证明一个归约定理:构造与某算法竞争的交互协议,可归约为为该算法寻找满足交换性条件的公式算术化;并应用该定理为 Davis-Putnam 归结过程设计首个交互协议。
评估
作者实现了该协议并给出初步实验结果,以评估其可行性与开销。
原文摘要(Abstract)

Modern SAT or QBF solvers are expected to produce correctness certificates. However, certificates have worst-case exponential size (unless NP=coNP), and at recent SAT competitions the largest certificates of unsatisfiability are starting to reach terabyte size. This puts limits to the development of SAT-solving services in which a client with limited computational power sends a formula to a solver running on a powerful server, which returns a certificate to be checked by the client. Recently, Couillard et al. have suggested to replace certificates with interactive proof systems based on the IP=PSPACE theorem. They have presented an interactive protocol between a prover and a verifier for an extension of QBF. The overall running time of the protocol is linear in the time needed by a standard BDD-based algorithm, and the time invested by the verifier is polynomial in the size of the formula. (So, in particular, the verifier never has to read or process exponentially long certificates). We call such an interactive protocol competitive with the BDD algorithm for solving QBF. While BDD algorithms are state-of-the-art for certain classes of QBF instances, no modern (UN)SAT solver is based on BDDs. For this reason, we initiate the study of interactive certification for more practical SAT algorithms. In particular, we address the question whether interactive protocols can be competitive with some variant of resolution. We present two contributions. First, we prove a theorem that reduces the problem of finding competitive interactive protocols to finding an arithmetisation of formulas satisfying certain commutativity properties. (Arithmetisation is the fundamental technique underlying the IP=PSPACE theorem.) Then, we apply the theorem to give the first interactive protocol for the Davis-Putnam resolution procedure. We also report on an implementation and give some experimental results.

链接与引用

DOI 原文 · arXiv · PDF(开放获取) · DBLP

BibTeX
@article{abs-2401-14996,
  title = {A Resolution-Based Interactive Proof System for UNSAT},
  author = {Philipp Czerner and Javier Esparza and Valentin Krasotin and Adrian Krauss},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 22, Issue 2},
  year = {2026},
  doi = {10.46298/lmcs-22(2:17)2026}
}