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P2 On the Expressiveness and Monitoring of Metric Temporal Logic

论度量时序逻辑的表达力与监控
LMCS vol.Volume 15, Issue 22019匹配度 2/10 · 该论文研究度量时序逻辑(MTL)的表达力与监控,属于形式化验证/逻辑基础方向;但未涉及 LLM/Agent、静态分析、浮点程序分析或贝叶斯程序分析,与用户画像的核心交叉方向关联很弱。引用 4 inbox
Hsi-Ming Ho, Joël Ouaknine, James Worrell
crossref: 2026-09-10

AI 速览

一句话:扩展 MTL 使其在有界及允许有理常数的无界 timed words 上与 FO[<,+1] 等表达力,并给出迹长无关监控。

已知在 timed words 上,度量时序逻辑(MTL)的表达力严格弱于带序与度量的单子一阶逻辑 FO[<,+1],即使时间域先验有界亦如此。本文提出 MTL 的一个扩展,使其在有界 timed words(以及时间有界信号)上与 FO[<,+1] 表达力相同;并证明在一般无界情形下,若允许公式使用有理常数 q∈Q,表达完备性仍成立。该扩展因此给出 Kamp 定理的实时对应版本。作为应用,作者给出该扩展的迹长无关(trace-length independent)监控过程,这是稠密实时设置下的首个此类过程。

问题
MTL 在 timed words 上表达力严格弱于 FO[<,+1],如何设计等表达力的扩展并支持实时监控?
方法
扩展 MTL 的语法与语义,在有界及允许有理常数的一般情形证明其相对于 FO[<,+1] 的表达完备性,并设计迹长无关的监控过程。
评估
以理论证明表达完备性并构造监控过程为主;摘要未报告具体实验,评估集中于逻辑性质与监控算法可行性。
原文摘要(Abstract)

It is known that Metric Temporal Logic (MTL) is strictly less expressive than the Monadic First-Order Logic of Order and Metric (FO[&lt;, +1]) when interpreted over timed words; this remains true even when the time domain is bounded a priori. In this work, we present an extension of MTL with the same expressive power as FO[&lt;, +1] over bounded timed words (and also, trivially, over time-bounded signals). We then show that expressive completeness also holds in the general (time-unbounded) case if we allow the use of rational constants $q \in \mathbb{Q}$ in formulas. This extended version of MTL therefore yields a definitive real-time analogue of Kamp's theorem. As an application, we propose a trace-length independent monitoring procedure for our extension of MTL, the first such procedure in a dense real-time setting.

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BibTeX
@article{paperbot793,
  title = {On the Expressiveness and Monitoring of Metric Temporal Logic},
  author = {Hsi-Ming Ho and Joël Ouaknine and James Worrell},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 15, Issue 2},
  year = {2019},
  doi = {10.23638/lmcs-15(2:13)2019}
}