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On the Decomposition of non-Binary Constraint into Equivalent Binary Constraints

机译:关于非二元约束的分解成等同二元约束

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Considerable research effort has been focused on the translation of non-binary CSP into an equivalent binary CSP. Most of this work has been devoted to studying the binary encoding of non-binary CSP. Three encodings have been proposed, namely dual encoding, hidden variable encoding and double encoding. Unfortunately, such encodings do not allow to use some properties and interesting results defined only for the binary case. Another approach consists in the transformation of each non-binary constraint into a set of binary constraints: the CSP obtained is called primal. Unfortunately, this transformation does not preserve satisfiability. In this paper, we propose some conditions under which a non-binary constraint can be decomposed into a set of binary constraints while preserving satisfiability. An experimental study proves that our approach is not artificial since some ternary benchmarks can be transformed into equivalent binary instances and effectively solved by MAC.
机译:相当大的研究工作已经集中在非二进制CSP中将非二元CSP转化为同等二进制CSP。这项工作的大部分都致力于研究非二进制CSP的二进制编码。已经提出了三个编码,即双编码,隐藏变量编码和双编码。不幸的是,这种编码不允许使用仅针对二进制案例定义的某些属性和有趣的结果。另一种方法包括将每个非二进制约束的转换转换为一组二进制约束:所获得的CSP称为原始。不幸的是,这种转变不保持可靠性。在本文中,我们提出了一些条件,其中非二元约束可以在保持可靠性的同时将非二元约束分解成一组二元约束。实验研究证明,我们的方法不是人为,因为一些三元基准可以转化为等同的二进制实例并由MAC有效解决。

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