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。
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.
@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}
}