| 基于综合评判的蚁群聚类分析 |
| 修订日期：2014-04-17 点此下载全文 |
| 引用本文：刘伟.基于综合评判的蚁群聚类分析[J].医学信息学杂志,2014,35(7):42-45 |
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| 中文摘要:首先介绍聚类分析和蚁群算法的内涵，然后提出基于综合评判的蚁群聚类分析方法，该方法依据蚂蚁觅食寻路的聚类特性，将数据对象看作蚂蚁，相应的聚类中心看作食物源，利用综合评判值作为转移概率来确定数据对象的归属。聚类分析试验结果表明该聚类方法合理、有效、可靠。 |
| 中文关键词:蚁群算法 聚类 聚类分析 |
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| Ant Colony Clustering Analysis Based on Comprehensive Evaluation |
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| Abstract:The paper firstly introduces the connotation of cluster analysis and ant colony algorithm, then proposes ant colony clustering analysis method. According to the clustering characteristics of the ant finding the way, the data object is seen as an ant, the corresponding cluster center is seen as a food source, the attribution of data object is determined using comprehensive evaluation value as the transition probabilities. The result shows that this clustering method is reasonable, effective and reliable. |
| keywords:Ant colony algorithm Clustering Cluster analysis |
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