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P2 An efficient algorithm to decide periodicity of $b$-recognisable sets using LSDF convention

一种使用 LSDF 约定判定 b-可识别集周期性的高效算法
LMCS vol.Volume 15, Issue 32019匹配度 1/10 · 该论文研究 b-可识别整数集的周期性判定与自动机结构,属于纯自动机理论与数制表示理论,与用户关注静态分析、LLM/Agent、浮点程序分析及贝叶斯程序分析等核心方向基本无关。引用 1 inbox
Victor Marsault
crossref: 2026-09-10

AI 速览

一句话:刻画周期 b-可识别集的最小自动机,并在线性时间验证,从而以 O(b log n) 判定周期性。

设 b>1,非负整数集经 b 进制表示可视为 {0,...,b-1} 上的语言;若该语言正则,则称集合 b-可识别。最终周期集均为 b-可识别,而 Cobham 定理表明反之仅在所有进制下成立。论文研究判定问题:给定表示 b-可识别集 S 的有限自动机,S 是否最终周期?Honkala 已证明可判定,Leroux 用最低有效位优先(LSDF)约定给出二次算法。本文同样采用 LSDF,先刻画接受周期集的最小自动机的结构,再证明可在关于状态数的线性时间内验证该结构。由此得到 O(b log n) 的过程,用于判定 n 状态自动机是否接受最终周期集。

问题
给定以字母表 {0,...,b-1} 上的有限自动机表示的 b-可识别非负整数集 S,判定 S 是否为最终周期集。
方法
采用最低有效位优先(LSDF)表示,给出接受周期集的最小自动机的结构刻画,并设计线性时间验证该刻画的方法。
评估
通过理论复杂度分析,对 n 状态自动机给出 O(b log n) 的判定过程;摘要未报告实验评估。
原文摘要(Abstract)

Let $b$ be an integer strictly greater than $1$. Each set of nonnegative integers is represented in base $b$ by a language over $\{0, 1, \dots, b - 1\}$. The set is said to be $b$-recognisable if it is represented by a regular language. It is known that ultimately periodic sets are $b$-recognisable, for every base $b$, and Cobham's theorem implies the converse: no other set is $b$-recognisable in every base $b$. We consider the following decision problem: let $S$ be a set of nonnegative integers that is $b$-recognisable, given as a finite automaton over $\{0,1, \dots, b - 1\}$, is $S$ periodic? Honkala showed in 1986 that this problem is decidable. Later on, Leroux used in 2005 the convention to write number representations with the least significant digit first (LSDF), and designed a quadratic algorithm to solve a more general problem. We use here LSDF convention as well and give a structural description of the minimal automata that accept periodic sets. Then, we show that it can be verified in linear time if a minimal automaton meets this description. In general, this yields a $O(b \log(n))$ procedure to decide whether an automaton with $n$ states accepts an ultimately periodic set of nonnegative integers.

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BibTeX
@article{paperbot777,
  title = {An efficient algorithm to decide periodicity of $b$-recognisable sets using LSDF convention},
  author = {Victor Marsault},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 15, Issue 3},
  year = {2019},
  doi = {10.23638/lmcs-15(3:8)2019}
}