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

机译:由部分有序禁止模式定义的CSP电弧一致性的力量 *

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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.
机译:表征约束满足问题(CSP)的易处理片段是理论计算机科学和人工智能的一项重要挑战。禁止模式(通用子实例)提供了一种定义CSP片段的方法,这些片段既不是基于语言的,也不是基于结构的。众所周知,二进制CSP实例的类别不会发生破三角图案(BTP),而包括所有树状实例的类别是由弧形一致性(AC)决定的,它是约束求解器中普遍使用的归约运算。我们提供了具有这种AC可解决性的简单的部分禁止的禁止模式的特征。事实证明,BTP只是此类AC可解决的五种模式之一。其他四种模式使我们可以展示新的易处理的类。

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