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A Hybridalldifferent-Tabu Search Algorithm for Solving Sudoku Puzzles

机译:解决数独难题的Hybridalldifferent-Tabu搜索算法

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The Sudoku problem is a well-known logic-based puzzle of combinatorial number-placement. It consists in filling an2 × n2grid, composed ofncolumns,nrows, andnsubgrids, each one containing distinct integers from 1 ton2. Such a puzzle belongs to the NP-complete collection of problems, to which there exist diverse exact and approximate methods able to solve it. In this paper, we propose a new hybrid algorithm that smartly combines a classic tabu search procedure with thealldifferentglobal constraint from the constraint programming world. Thealldifferentconstraint is known to be efficient for domain filtering in the presence of constraints that must be pairwise different, which are exactly the kind of constraints that Sudokus own. This ability clearly alleviates the work of the tabu search, resulting in a faster and more robust approach for solving Sudokus. We illustrate interesting experimental results where our proposed algorithm outperforms the best results previously reported by hybrids and approximate methods.
机译:数独问题是组合数字放置的众所周知的基于逻辑的难题。它包括填充2××n2网格,该网格由n列,行和n个子网格组成,每个网格包含1 ton2中不同的整数。这样的难题属于NP问题的完整集合,对此存在多种能够解决该难题的精确和近似方法。在本文中,我们提出了一种新的混合算法,该算法将经典禁忌搜索过程与来自约束编程世界的所有全局全局约束巧妙地结合在一起。在存在必须成对不同的约束的情况下,所有差异约束对于域过滤都是有效的,而这些约束恰好是Sudokus拥有的约束类型。此功能明显减轻了禁忌搜索的工作量,从而为解决数独问题提供了一种更快,更强大的方法。我们举例说明了有趣的实验结果,其中我们提出的算法优于以前由混合方法和近似方法报告的最佳结果。

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