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DH_FFP AND RANK_FFP: SOLVING CONSTRAINT SATISFACTION PROBLEMS VIA ORDERING THE DOMAIN VALUES

机译:DH_FFP和RANK_FFP:通过订购域名来解决约束满足问题

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Fail First Principle (FFP) is a general heuristic algorithm (for solving constraint satisfaction problems) considering the order of variables. However, FFP neglects the order of values in domains. In this paper, we describe two algorithms, DH_FFP and Rank_FFP based on FFP. DH_FFP partitions a domain recursively with the middle value after choosing the variable that has the smallest domain. Rank_FFP makes use of the heuristic information between variables and constraints, evaluating and ranking every partition of a domain. We implemented these two algorithms and embedded into the constraint solving platform "Ming Yue SOLVER 1.0" designed by us. The experimental results show that both DH_FFP and Rank_FFP enhance FFP to much extent on both solving efficiency and size.
机译:首先原理(FFP)是考虑变量顺序的通用启发式算法(用于解决约束满足问题)。但是,FFP忽略了域中的值的顺序。在本文中,我们描述了基于FFP的两个算法,DH_FFP和Rank_FFP。 dh_ffp选择具有最小域的变量后,使用中间值递归地分区域。 Rank_FFP在变量和约束之间使用启发式信息,评​​估和排序域的每个分区。我们实施了这两种算法,并嵌入到由我们设计的“Ming Yue Solver 1.0”中的约束求解平台。实验结果表明,DH_FFP和RANK_FFP都在求解效率和尺寸方面提高了FFP。

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