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P2 The Complexity of Reachability in Affine Vector Addition Systems with States

带状态仿射向量加法系统(affine VASS)中可达性的复杂度
LMCS vol.Volume 17, Issue 32021匹配度 2/10 · 该论文研究仿射 VASS 可达性的复杂度分类,属于形式验证/自动机理论,与用户关注的静态分析在 ML/Agentic 程序中的应用、LLM/Agent 改进形式化验证、浮点程序分析及贝叶斯程序分析均无直接交集。仅与形式化验证这一宽泛方向有微弱关联,且不涉及 LLM、工程落地或问题驱动型 benchmark。引用 1 inbox
Michael Blondin, Mikhail Raskin
crossref: 2026-09-10crossref: 2026-09-12

AI 速览

一句话:给出了仿射 VASS 整数可达性的复杂度三分律及标准可达性的二分律,形成统一复杂度图景。

向量加法系统(VASS)广泛用于并发系统形式验证,但其复杂度极高,实践常采用允许中间计数值为负等可达性松弛。本文研究在 VASS 上加入通常导致不可判定的仿射操作后,整数松弛可达性是否仍可行。作者针对任意仿射操作类给出复杂度三分律:带 reset 时 NP 完全,带 (pseudo-)transfer 或 (pseudo-)copy 时 PSPACE 完全,其他类不可判定;同时对标准可达性给出二分律:带 permutation 可判定,其他类不可判定。此外,固定仿射 VASS 的参数化复杂度图景可以是任意的。这些结果完整统一了仿射 VASS 可达性的复杂度分类。

问题
VASS 的可达性复杂度很高,实践常借助整数松弛(允许负中间计数)等近似;本文关注当 VASS 加入通常导致不可判定的仿射操作时,这类松弛与标准可达性是否仍可行、复杂度如何。
方法
针对任意仿射操作类,作者用可判定性与复杂度归约/分类方法,证明整数可达性的三分律和标准可达性的二分律,并分析固定仿射 VASS 的参数化复杂度。
评估
通过理论复杂度分类定理与不可判定性证明进行评估,未涉及实验或工具实现。
原文摘要(Abstract)

Vector addition systems with states (VASS) are widely used for the formal verification of concurrent systems. Given their tremendous computational complexity, practical approaches have relied on techniques such as reachability relaxations, e.g., allowing for negative intermediate counter values. It is natural to question their feasibility for VASS enriched with primitives that typically translate into undecidability. Spurred by this concern, we pinpoint the complexity of integer relaxations with respect to arbitrary classes of affine operations. More specifically, we provide a trichotomy on the complexity of integer reachability in VASS extended with affine operations (affine VASS). Namely, we show that it is NP-complete for VASS with resets, PSPACE-complete for VASS with (pseudo-)transfers and VASS with (pseudo-)copies, and undecidable for any other class. We further present a dichotomy for standard reachability in affine VASS: it is decidable for VASS with permutations, and undecidable for any other class. This yields a complete and unified complexity landscape of reachability in affine VASS. We also consider the reachability problem parameterized by a fixed affine VASS, rather than a class, and we show that the complexity landscape is arbitrary in this setting.

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BibTeX
@article{paperbot1299,
  title = {The Complexity of Reachability in Affine Vector Addition Systems with States},
  author = {Michael Blondin and Mikhail Raskin},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 17, Issue 3},
  year = {2021},
  doi = {10.46298/lmcs-17(3:3)2021}
}