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Local search with constraint propagation for the Partial Constraints Satisfaction Problem -CSP

机译:局部约束满足问题-CSP的约束传播局部搜索

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In this paper, we address the incomplete resolution of the Constraint Satisfaction Problem. In this purpose, we present a new meta-heuristic based on local search and constraint programming techniques. This meta-heuristic combines some filtering techniques and constraint propagation process used by complete methods in order to guide the search and to escape from local optima. Experiments are performed over two types of problems random CSP and MI-FAP Radio Link Frequency Assignment Problem (RLFAP), which is real application. Obtained results, on these problems, compared to the state of the art methods, revealed the effectiveness of our meta-heuristic in term of quality of solution.
机译:在本文中,我们解决了约束满足问题的不完全解决方案。为此,我们提出了一种基于局部搜索和约束编程技术的新元启发式算法。这种元启发式方法结合了一些滤波技术和完整方法所使用的约束传播过程,以指导搜索并摆脱局部最优。实验是针对两种类型的问题进行的:随机CSP和MI-FAP无线电链路频率分配问题(RLFAP),这是实际应用。与现有方法相比,在这些问题上获得的结果揭示了我们的启发式方法在解决方案质量方面的有效性。

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