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P2 On the First-Order Complexity of Induced Subgraph Isomorphism

论诱导子图同构的一阶复杂度
LMCS vol.Volume 15, Issue 12019匹配度 2/10 · 该论文属于有限模型论/描述复杂度领域,研究诱导子图同构的一阶变量数与单子二阶逻辑简洁性,与用户画像中的 PL↔AI(静态分析用于 ML/Agent 程序)、浮点程序分析、贝叶斯程序分析等核心方向几乎没有交集。仅在'逻辑作为分析工具'这一极宽泛意义上与程序分析沾边,缺乏 LLM/Agent、工程实现或工业落地等画像关注点。引用 3 inbox
Oleg Verbitsky, Maksim Zhukovskii
crossref: 2026-09-10

AI 速览

一句话:研究诱导子图同构的一阶变量数 W[F],给出 paw 图等精确值与一般下界,并导出单子二阶逻辑简洁性结果。

论文研究诱导子图同构的一阶描述复杂度:对图 F,W[F] 是定义 I(F)(含 F 为诱导子图)所需的最小一阶变量数,识别时间为 O(n^{W[F]})。作者用 Olariu 的无 paw 图刻画证明 paw 图 K3+e 可由量词深度 3 的一阶语句定义,因此 W[F] 可小于 F 的顶点数;并证明除 paw 及其补图外,所有 4 顶点图的 W[F]=4。对 t 顶点图给出下界 W[F]>(1/2-o(1))t,且无穷逻辑参数 W*[F] 亦满足。还证明 W*[P4]=3,说明 W* 可严格小于 W,并导出单子二阶逻辑的简洁性:一个单子量词有时能超递归降低一阶量词深度。

问题
确定或估计图类 I(F)(含 F 为诱导子图)在一阶逻辑中的最小变量数/量词深度 W[F],并研究其与识别复杂度及无穷逻辑参数 W*[F] 的关系。
方法
利用 Olariu 的无 paw 图刻画构造一阶定义,并对 4 顶点图分类证明精确值;通过组合与逻辑论证证明一般下界及 W*[P4]=3 等分离结果。
评估
以图论与有限模型论中的定义性证明和复杂度下界为评估,给出 W[F] 的精确值、下界和单子二阶逻辑简洁性推论,属于数学证明而非实验评估。
原文摘要(Abstract)

Given a graph $F$, let $I(F)$ be the class of graphs containing $F$ as an induced subgraph. Let $W[F]$ denote the minimum $k$ such that $I(F)$ is definable in $k$-variable first-order logic. The recognition problem of $I(F)$, known as Induced Subgraph Isomorphism (for the pattern graph $F$), is solvable in time $O(n^{W[F]})$. Motivated by this fact, we are interested in determining or estimating the value of $W[F]$. Using Olariu's characterization of paw-free graphs, we show that $I(K_3+e)$ is definable by a first-order sentence of quantifier depth 3, where $K_3+e$ denotes the paw graph. This provides an example of a graph $F$ with $W[F]$ strictly less than the number of vertices in $F$. On the other hand, we prove that $W[F]=4$ for all $F$ on 4 vertices except the paw graph and its complement. If $F$ is a graph on $t$ vertices, we prove a general lower bound $W[F]>(1/2-o(1))t$, where the function in the little-o notation approaches 0 as $t$ inreases. This bound holds true even for a related parameter $W^*[F]\le W[F]$, which is defined as the minimum $k$ such that $I(F)$ is definable in the infinitary logic $L^k_{\infty\omega}$. We show that $W^*[F]$ can be strictly less than $W[F]$. Specifically, $W^*[P_4]=3$ for $P_4$ being the path graph on 4 vertices. Using the lower bound for $W[F]$, we also obtain a succintness result for existential monadic second-order logic: A usage of just one monadic quantifier sometimes reduces the first-order quantifier depth at a super-recursive rate.

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BibTeX
@article{paperbot815,
  title = {On the First-Order Complexity of Induced Subgraph Isomorphism},
  author = {Oleg Verbitsky and Maksim Zhukovskii},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 15, Issue 1},
  year = {2019},
  doi = {10.23638/lmcs-15(1:25)2019}
}