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

Martin C. Cooper, Stanislav Živný
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引用次数: 12

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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由部分有序禁止模式定义的csp的弧一致性幂
描述约束满足问题(CSP)的可处理片段是理论计算机科学和人工智能领域的一个重要挑战。禁止模式(通用子实例)提供了一种定义既不完全基于语言也不完全基于结构的CSP片段的方法。已知不存在破三角模式(BTP)的二元CSP实例,即包含所有树结构实例的一类,是由约束求解器中普遍存在的约简操作arc consistency (AC)决定的。我们给出了具有这种交流可解性质的简单偏序禁止模式的一个刻画。事实证明,BTP只是五种这样的ac可解决模式之一。其他四种模式允许我们展示新的可处理类。
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