研究在搜索算法中加入局部搜索的影响

Nadia Abd-Alsabour
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引用次数: 0

摘要

当添加到搜索算法中时,本地搜索扮演着重要的角色,因为它会提示获得更好的解决方案。然而,在许多情况下,包括局部搜索算法对搜索过程没有贡献,因此不应该纳入。本文通过使用最成熟的搜索算法之一遗传算法进行两类实验来研究这一问题。所得结果分别在第五节和第六节中详细讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigating the Influence of Adding Local Search to Search Algorithms
Local search plays a significant role when added to search algorithms as it prompts getting better solutions. Nevertheless, there are numerous situations in which including the local search algorithms does not contribute to the search process and hence should not be incorporated. This paper investigates this issue by performing two types of experiments using one of the most established search algorithms which is genetic algorithms. The obtained results are detailed and discussed in sections five and six respectively.
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