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P2 Flipping and Forking

翻转与分叉
LICS 2025 40th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)2025匹配度 2/10 · 该论文属于模型论、有限模型论与算法图论中的单子稳定性和 FO 模型检查,和用户核心方向(面向 ML/Agentic 程序的静态分析、LLM 辅助静态分析/形式化验证、浮点与贝叶斯程序分析)几乎没有直接交集;仅在“形式化方法与模型检查”上有很弱的理论关联,且不涉及工程实现或 LLM。引用 0 inbox
Wojciech Przybyszewski, Szymon Toruńczyk
crossref: 2026-09-12

AI 速览

一句话:在任意关系结构上引入翻转与翻转独立,证明其与模型上的分叉独立等价,统一单子稳定类的组合刻画。

本文研究模型论中的单子稳定与更一般的单子依赖(NIP)这类驯顺性条件,以及它们在一阶逻辑模型检测中的算法意义:对固定单子稳定图类,模型检测已知为固定参数可处理,单子依赖类则被猜想可处理。既有组合刻画均基于图翻转操作。作者将翻转和翻转独立推广到任意关系结构,把单子稳定图类的组合刻画提升到单子稳定关系结构类;证明在单子稳定结构中,翻转独立与(模型上的)分叉独立等价,从而用组合方式刻画这一稳定理论中的核心逻辑概念,并为单子稳定图及 Gaifman 图无处稠密的关系结构中的分叉独立给出更精确的描述。

问题
单子稳定与单子依赖类中一阶模型检测的可处理性依赖翻转等组合刻画,但任意关系结构上缺少翻转与分叉独立的统一理论。
方法
作者在任意关系结构中引入翻转和翻转独立,将单子稳定图类的组合刻画推广到关系结构,并证明在单子稳定结构中翻转独立与模型上的分叉独立等价。
评估
以模型论与组合学证明为主,通过等价性定理以及对单子稳定图和 Gaifman 图无处稠密结构的精细刻画来支撑新概念。
原文摘要(Abstract)

Monadic stability and the more general monadic dependence (or NIP) are tameness conditions for classes of logical structures, studied in the 80’s in Shelah’s classification program in model theory. They recently emerged in algorithmic and structural graph theory and finite model theory as central notions in relation with the model checking problem for first-order logic: the problem was shown to be fixed-parameter tractable for inputs which come from a fixed class of graphs which is monadically stable, and is conjectured to be tractable in all monadically dependent classes. Several combinatorial characterizations of such graph classes turned out to be essential in their algorithmic treatment; they are all based on the fundamental operation of "flipping" a graph.We introduce the notions of flips and flip independence in arbitrary relational structures. We lift prior combinatorial characterizations of monadically stable graph classes to monadically stable classes of relational structures. We show the equivalence of flip independence with forking independence (over models) – a logical notion of paramount importance in stability theory – in monadically stable structures, shedding new light on the relevance of flips, also characterizing forking independence (over models) combinatorially. We give more precise descriptions of forking independence in the case of monadically stable graphs, and relational structures with a nowhere dense Gaifman graph.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot8670,
  title = {Flipping and Forking},
  author = {Wojciech Przybyszewski and Szymon Toruńczyk},
  booktitle = {LICS},
  year = {2025},
  doi = {10.1109/lics65433.2025.00070}
}