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P2 The Power of Arc Consistency for CSPs Defined by Partially-Ordered Forbidden Patterns

由偏序禁止模式定义的 CSP 中弧相容性的力量
LMCS vol.Volume 13, Issue 42017匹配度 1/10 · 该论文研究约束满足问题(CSP)中偏序禁止模式与弧相容可解性的理论刻画,属于约束编程与理论计算机科学,与用户关注的 PL/AI 交叉、ML/Agentic 程序静态分析、浮点程序分析、贝叶斯程序分析及 LLM 改进静态分析均无直接关联。引用 4 inbox
Martin C. Cooper, Stanislav Živný
crossref: 2026-09-10

AI 速览

一句话:刻画了偏序禁止模式定义的二元 CSP 中弧相容可解的五个模式,扩展 BTP 并发现新易解类。

约束满足问题(CSP)可处理片段的刻画是理论计算机科学与人工智能的重要挑战。禁止模式(泛型子实例)可定义既非纯语言也非纯结构的 CSP 片段。已知二元 CSP 实例若不出现 broken-triangle pattern(BTP),则属于包含所有树结构实例的类,并可由弧相容(AC)判定。本文刻画了具有 AC 可解性质的简单偏序禁止模式,证明 BTP 只是五个此类 AC 可解模式之一;其余四个模式导出了新的可处理类。

问题
如何刻画 CSP 的可处理片段,尤其是用禁止模式定义、既非纯语言也非纯结构的片段。
方法
研究简单偏序禁止模式,给出其具有弧相容(AC)可解性的完整刻画。
评估
以理论证明进行刻画:证明 BTP 是五个 AC 可解模式之一,另外四个模式导出新的可处理类。
原文摘要(Abstract)

Characterising tractable fragments of the constraint satisfaction problem (CSP) is an important challenge in theoretical computer science and artificial intelligence. Forbidding patterns (generic sub-instances) provides a means of defining CSP fragments which are neither exclusively language-based nor exclusively structure-based. It is known that the class of binary CSP instances in which the broken-triangle pattern (BTP) does not occur, a class which includes all tree-structured instances, are decided by arc consistency (AC), a ubiquitous reduction operation in constraint solvers. We provide a characterisation of simple partially-ordered forbidden patterns which have this AC-solvability property. It turns out that BTP is just one of five such AC-solvable patterns. The four other patterns allow us to exhibit new tractable classes.

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BibTeX
@article{paperbot89,
  title = {The Power of Arc Consistency for CSPs Defined by Partially-Ordered Forbidden Patterns},
  author = {Martin C. Cooper and Stanislav Živný},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 13, Issue 4},
  year = {2017},
  doi = {10.23638/lmcs-13(4:26)2017}
}