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