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A Labelling Arc Consistency Method for Functional Constraints

机译:功能约束的标记电弧一致性方法

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Numerous arc consistency algorithms have been developed for filtering constraint satisfaction problems (CSP). But, few of them considered the semantic of the constraints. Arc consistency algorithms work with a queue containing element to reconsider. Then, some constraints may be checked many times. Recently, Liu has proposed an improved specific version AC5+ of the AC5 algorithm, AC5+ deals with a subclass of functional constraints, called "Increasing Functional Constraints (IFC)". It allows some IFC constraints of a CSP to be checked only once, when achieving arc consistency. In this paper, we propose a labelling arc consistency method (LAC) for filtering CSPs containing functional constraints. LAC uses two conceptsiarc consistency and label-arc consistency. It allows all functional constraints to be checked only once, and some general constraints to be checked at most twice. Although, the complexity of LAC is still in O(ed) for functional constraints, where e is the number of constraints and d the size of the largest domain, the technique used in LAC leads to improve the performances and the effectiveness of classical arc consistency algorithms for CSPs containing functional constraints. The empirical results presented show the substantial gain brought by the LAC method.
机译:已经开发了许多弧度一致性算法用于过滤约束满足问题(CSP)。但是,很少有人认为是约束的语义。 ARC一致性算法与包含元素的队列一起重新考虑。然后,可以多次检查一些约束。近日,刘提出了一种改进的AC5算法的特定版本AC5 +,AC5 +涉及功能约束的子类,称为“增加功能约束(IFC)”。在实现电弧一致性时,它允许仅检查一次CSP的IFC约束。在本文中,我们提出了一种标记电弧一致性方法(LAC),用于过滤包含功能约束的CSP。 LAC使用两个ConceptSiarc一致性和标签电弧一致性。它允许仅检查一次功能约束,并且最多需要检查一些一般约束。虽然,LAC的复杂性仍处于功能约束的O(ED),其中E是最大域的约束和D大小的数量,LAC中使用的技术导致了古典弧持续性的性能和有效性CSP的算法包含功能约束。提出的经验结果显示了LAC方法带来的大量增益。

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