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P2 Reachability and liveness in parametric timed automata

参数化时间自动机中的可达性与活性
LMCS vol.Volume 18, Issue 12022匹配度 2/10 · 该论文研究参数化时间自动机的可达性与活性可判定性,属于形式化验证与自动机理论,但与用户核心关注的 LLM/Agent 与静态分析、浮点程序分析或贝叶斯程序分析的交叉方向没有直接关联。仅可算作广义程序验证背景,缺乏 LLM、Agent、浮点或贝叶斯方法等关键要素。引用 1 inbox
Étienne André, Didier Lime, Olivier H. Roux
crossref: 2026-09-10

AI 速览

一句话:为参数化时间自动机及其子类的可达性与活性问题划定了新的可判定性边界并给出复杂度结果。

本文研究参数未知的时间系统。参数化时间自动机(PTA)的多数问题不可判定,L/U-PTA 通过区分上下界参数使可达性可判定。作者先研究可达性,提出参数为有界有理值的整点 PTA,证明其参数可达性空问题可判定,并改进 PTA 及 L/U-PTA 等子类的可判定/不可判定边界。随后研究活性:证明在 L/U-PTA 中,判断是否存在参数取值使系统有无限运行是 PSpace 完全的;判断是否存在参数取值导致死锁不可判定;判断某运行能否始终停留在给定位置集合,则可判定与不可判定之间边界极窄。

问题
参数化时间自动机中参数可达性空问题等通常不可判定,本文要厘清其可达性与活性问题的可判定性和复杂度边界。
方法
通过定义整点 PTA 等子类,构造参数取值分析,并对 L/U-PTA 的无限运行、死锁和位置保持问题进行分类。
评估
以可判定性证明与复杂度结果(如 PSpace 完全性、不可判定性)作为主要评估,而非实现或实验。
原文摘要(Abstract)

We study timed systems in which some timing features are unknown parameters. Parametric timed automata (PTAs) are a classical formalism for such systems but for which most interesting problems are undecidable. Notably, the parametric reachability emptiness problem, i.e., the emptiness of the parameter valuations set allowing to reach some given discrete state, is undecidable. Lower-bound/upper-bound parametric timed automata (L/U-PTAs) achieve decidability for reachability properties by enforcing a separation of parameters used as upper bounds in the automaton constraints, and those used as lower bounds. In this paper, we first study reachability. We exhibit a subclass of PTAs (namely integer-points PTAs) with bounded rational-valued parameters for which the parametric reachability emptiness problem is decidable. Using this class, we present further results improving the boundary between decidability and undecidability for PTAs and their subclasses such as L/U-PTAs. We then study liveness. We prove that: (1) deciding the existence of at least one parameter valuation for which there exists an infinite run in an L/U-PTA is PSpace-complete; (2) the existence of a parameter valuation such that the system has a deadlock is however undecidable; (3) the problem of the existence of a valuation for which a run remains in a given set of locations exhibits a very thin border between decidability and undecidability.

链接与引用

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BibTeX
@article{paperbot1724,
  title = {Reachability and liveness in parametric timed automata},
  author = {Étienne André and Didier Lime and Olivier H. Roux},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 18, Issue 1},
  year = {2022},
  doi = {10.46298/lmcs-18(1:31)2022}
}