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P2 Defining Recursive Predicates in Graph Orders

在图序中定义递归谓词
LMCS vol.Volume 14, Issue 32018匹配度 1/10 · 该论文属于有限模型论与描述复杂性,研究图序上算术/递归谓词的可定义性,未涉及程序分析、LLM/Agent、浮点程序分析或贝叶斯程序分析,与用户研究画像的核心方向基本无关。引用 8 inbox
Ramanathan S. Thinniyam
crossref: 2026-09-10

AI 速览

一句话:引入 capable 图结构,证明子图序等图序能定义所有算术与递归图谓词。

本文研究有限无向图集合上结构的一阶理论。作者利用图的图灵机可识别字符串编码定义图上递归谓词,并借助与自然数序同构的全序定义图上算术关系;进而引入 capable structure,要求算术、图基数以及两个与顶点标号相关的图谓词可定义。论文证明任意 capable 结构都能定义所有图上算术谓词,因此也能定义所有递归图关系。作者进一步识别出若干 capable 结构,包括子图序、带常量 P3 的诱导子图序以及用于计边的 minor order 扩张,并证明子图序中若干自然图论谓词的可定义性,最后讨论与描述复杂性的联系。

问题
研究图上结构的一阶理论,特别是哪些图序或图序扩张能够定义算术谓词与递归图谓词。
方法
定义递归谓词、图上算术关系与 capable structure,并通过证明算术、图基数及顶点标号相关谓词可定义,将算术谓词翻译到图上。
评估
以理论证明为主,识别出子图序、带 P3 的诱导子图序和 minor order 计边扩张为 capable 结构,并讨论其描述复杂性含义。
原文摘要(Abstract)

We study the first order theory of structures over graphs i.e. structures of the form ($\mathcal{G},\tau$) where $\mathcal{G}$ is the set of all (isomorphism types of) finite undirected graphs and $\tau$ some vocabulary. We define the notion of a recursive predicate over graphs using Turing Machine recognizable string encodings of graphs. We also define the notion of an arithmetical relation over graphs using a total order $\leq_t$ on the set $\mathcal{G}$ such that ($\mathcal{G},\leq_t$) is isomorphic to ($\mathbb{N},\leq$). We introduce the notion of a \textit{capable} structure over graphs, which is one satisfying the conditions : (1) definability of arithmetic, (2) definability of cardinality of a graph, and (3) definability of two particular graph predicates related to vertex labellings of graphs. We then show any capable structure can define every arithmetical predicate over graphs. As a corollary, any capable structure also defines every recursive graph relation. We identify capable structures which are expansions of graph orders, which are structures of the form ($\mathcal{G},\leq$) where $\leq$ is a partial order. We show that the subgraph order i.e. ($\mathcal{G},\leq_s$), induced subgraph order with one constant $P_3$ i.e. ($\mathcal{G},\leq_i,P_3$) and an expansion of the minor order for counting edges i.e. ($\mathcal{G},\leq_m,sameSize(x,y)$) are capable structures. In the course of the proof, we show the definability of several natural graph theoretic predicates in the subgraph order which may be of independent interest. We discuss the implications of our results and connections to Descriptive Complexity.

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BibTeX
@article{paperbot374,
  title = {Defining Recursive Predicates in Graph Orders},
  author = {Ramanathan S. Thinniyam},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 14, Issue 3},
  year = {2018},
  doi = {10.23638/lmcs-14(3:21)2018}
}