Computer Engineering and Applications ›› 2008, Vol. 44 ›› Issue (16): 154-156.
• 数据库、信号与信息处理 • Previous Articles Next Articles
GUO Hui-lin,SU Yi-dan
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郭会林,苏一丹
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Abstract: Ant colony algorithm is an intelligent clustering analysis methodology.This paper analyzes the feedback of the basic ant clustering algorithm,concludes the clustering scenes,and presents a new ant clustering algorithm based on multi-strategies.In the new algorithm,ants act differently according to the clustering scenes and they can multi-load.The experiment shows the new algorithm performs better than Acluster.
Key words: ant clustering algorithm, multi-strategies, multi-load
摘要: 蚁群算法是一种智能聚类分析方法。分析了基本蚁群聚类算法的特点和不足,总结了不同的聚类情景,并在此基础上提出了一种新的基于混合策略的蚁群聚类算法。新算法中,蚂蚁根据不同的聚类情景而采取不同的行为策略,同时赋予蚂蚁多载功能。实验表明基于混合策略的蚁群聚类算法显著改善了聚类效果。
关键词: 蚁群聚类算法, 混合策略, 多载
GUO Hui-lin,SU Yi-dan. New ant clustering algorithm based on multi-strategies[J]. Computer Engineering and Applications, 2008, 44(16): 154-156.
郭会林,苏一丹. 一种基于混合策略的蚁群聚类算法[J]. 计算机工程与应用, 2008, 44(16): 154-156.
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