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Local Search on SAT-encoded Colouring Problems

机译:本地搜索SAT编码着色问题

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摘要

Constraint satisfaction problems can be SAT-encoded in more than one way, and the choice of encoding can be as important as the choice of search algorithm. Theoretical results are few but experimental comparisons have been made between encodings, using both local and backtrack search algorithms. This paper compares local search performance on seven encodings of graph colouring benchmarks. Two of the encodings are new and one of them gives generally better results than known encodings. We also find better results than expected for two variants of the log encoding, and surprisingly poor results for the support encoding.
机译:约束满足问题可以以多种方式进行SAT编码,并且编码的选择可以与搜索算法的选择一样重要。理论结果很少但是使用本地和回溯搜索算法之间的编码之间的实验比较。本文将本地搜索性能与图形着色基准的七个编码进行了比较。两个编码是新的,其中一个比已知的编码给出了一般的结果。对于日志编码的两个变体,我们还发现比预期的更好的结果,并且支持编码的令人惊讶的差。

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