一类max - csp的蜜蜂优化算法

Ines Methlouthi, Sadok Bouamama
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引用次数: 4

摘要

提出了求解最大约束满足问题(max - csp)的新方法。受蜜蜂婚姻过程的启发,我们的方法试图在合理的时间内达到满足尽可能多的约束的解决方案。我们的方法是集中式和分布式的蜜蜂优化,通过一个称为局部最优检测器的新参数增强。后者允许检测局部最优。本文介绍了较新的算法及其实验结果。
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A family of honey-bee optimization algorithms for Max-CSPs
This paper presents new approaches for maximal constraint satisfaction problems (Max-CSPs). Inspired by the honey- bee marriage process, our approaches try to reach a solution that satisfies as many constraints as possible in a reasonable period of time. Our approaches are a centralized and distributed honey-bee optimization enhanced by a new parameter called local optimum detector. The latter allows detection of the local optimum. In this paper, newer algorithms and their experimental results are presented.
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