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P2 The Complexity of Bidirected Reachability in Valence Systems

Valence 系统中双向可达性的复杂度
LICS Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science2022匹配度 2/10 · 论文研究 Valence 系统双向可达性的复杂度,属于形式验证/自动机理论,虽与程序验证相关,但未涉及 LLM/Agent、浮点程序分析或贝叶斯程序分析等用户核心交叉方向。引用 8 inbox
Moses Ganardi, Rupak Majumdar, Georg Zetzsche
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:刻画 Valence 系统双向可达性的复杂度,证明多数可判定存储机制下复杂度降至多项式时间。

无限状态系统的可达性问题通常具有极高复杂度,因此人们希望通过添加迁移得到双向系统等过近似,使可达性更高效判定。本文在 Valence 系统框架下研究双向可达性。Valence 系统由有限控制状态和一个由有限图指定的无限存储构成,通过选取不同图可统一建模向量加法系统中的计数器、下推栈、整数计数器及其组合。作者给出双向可达性的完整复杂度图谱,并与一般可达性进行对比。结果表明,对几乎所有已知可达性可判定的存储机制,双向可达性的复杂度都严格下降,许多情形甚至降到多项式时间。

问题
无限状态系统的可达性通常复杂度过高,本文研究其双向过近似版本——双向可达性——在 Valence 系统中的可判定性与复杂度。
方法
利用 Valence 系统以有限图统一刻画计数器、下推、整数计数器等存储机制,系统分析双向迁移下的可达性,并建立复杂度上界与下界。
评估
通过覆盖多种存储机制给出完整复杂度图谱,并与一般可达性对比,显示多数可判定情形复杂度降低,常至多项式时间。
原文摘要(Abstract)

Reachability problems in infinite-state systems are often subject to extremely high complexity. This motivates the investigation of efficient overapproximations, where we add transitions to obtain a system in which reachability can be decided more efficiently. We consider bidirected infinite-state systems, where for every transition there is a transition with opposite effect. We study bidirected reachability in the framework of valence systems, an abstract model featuring finitely many control states and an infinite-state storage that is specified by a finite graph. By picking suitable graphs, valence systems can uniformly model counters as in vector addition systems, pushdowns, integer counters, and combinations thereof. We provide a comprehensive complexity landscape for bidirected reachability and show that the complexity drops (often to polynomial time) from that of general reachability, for almost every storage mechanism where reachability is known to be decidable.

链接与引用

DOI 原文 · arXiv · PDF(开放获取) · DBLP

BibTeX
@inproceedings{GanardiMZ22,
  title = {The Complexity of Bidirected Reachability in Valence Systems},
  author = {Moses Ganardi and Rupak Majumdar and Georg Zetzsche},
  booktitle = {LICS},
  year = {2022},
  doi = {10.1145/3531130.3533345}
}