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P2 Descriptive complexity for minimal time of cellular automata

元胞自动机最小时间的描述复杂度
LICS 2019 34th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)2019匹配度 1/10 · 论文研究描述复杂性、存在二阶 Horn 逻辑与一维元胞自动机实时复杂类,属于逻辑与自动机理论;与用户关注的 PL/AI 交叉、程序静态分析、浮点程序分析、贝叶斯程序分析以及 LLM/Agent 改进静态分析等方向基本无关。引用 0 inbox
Etienne Grandjean, Theo Grente
crossref: 2026-09-12

AI 速览

一句话:用存在二阶 Horn 逻辑刻画一维元胞自动机实时(最小时间)复杂类,并给出网格电路归一化方法。

本文研究一维元胞自动机在最小时间(real-time)计算下的描述复杂度,旨在为并行计算模型提供自然的声明式程序设计方式。作者针对元胞自动机的三种经典规范变体,建立相应的逻辑刻画:所用逻辑是存在二阶 Horn 逻辑的自然限制,分别对应在边长 n 的方形网格电路上按输入词的三种规范摆放方式判定语言。关键工具是一种归一化方法,可将公式转化为忠实模拟网格电路的等价公式。由此得到实时元胞自动机复杂类与受限逻辑之间的精确对应。

问题
如何用逻辑刻画一维元胞自动机最小时间(real-time)复杂类,并为并行计算模型提供声明式程序设计基础。
方法
使用存在二阶 Horn 逻辑的自然限制,结合将公式归一化为忠实模拟方形网格电路的归一化方法,按输入词在网格上的三种规范摆放建立逻辑刻画。
评估
对元胞自动机的三种经典变体分别给出逻辑特征,证明受限存在二阶 Horn 逻辑与对应的实时复杂类等价。
原文摘要(Abstract)

Descriptive complexity may be useful to design programs in a natural declarative way. This is important for parallel computation models such as cellular automata, because designing parallel programs is considered difficult. Our paper establishes logical characterizations of the three classical complexity classes that model minimal time, called real-time, of one-dimensional cellular automata according to their canonical variants. Our logics are natural restrictions of the existential second-order Horn logic. They correspond to the three ways of deciding a language on a square grid circuit of side n according to the three canonical placements of an input word of length n on the grid. Our key tool is a normalization method that transforms a formula into an equivalent formula that faithfully mimics a grid circuit.

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BibTeX
@inproceedings{paperbot5024,
  title = {Descriptive complexity for minimal time of cellular automata},
  author = {Etienne Grandjean and Theo Grente},
  booktitle = {LICS},
  year = {2019},
  doi = {10.1109/lics.2019.8785666}
}