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有类间距离因素聚类结果的比较分析
引用本文:贺德化 彭英伟. 有类间距离因素聚类结果的比较分析[J]. 运筹学学报, 1998, 2(2): 36-41
作者姓名:贺德化 彭英伟
作者单位:华南理工大学应用数学系!广州,510641,华南理工大学应用数学系!广州,510641,兰州大学数学系!730000
摘    要:本文对于有类间距离因素聚类结果的比较,提出了类结构的空间描述方法和比较相似度的度量指标──夹角余弦,并推导出它的一些性质.最后,用蒙特卡洛模拟的结果阐明用夹角余弦作为聚类结果的相似性度量指标是合理的.

关 键 词:类间距离  蒙特卡洛模拟

The Compairing Analysis of Cluster Results to Involve Between Cluster Distances
DEHUA HE, FENGFENG ZHU, YINGWEI PENG. The Compairing Analysis of Cluster Results to Involve Between Cluster Distances[J]. OR Transactions, 1998, 2(2): 36-41
Authors:DEHUA HE   FENGFENG ZHU   YINGWEI PENG
Abstract:This paper discusses the similarity of two clustering results involving between cluster distance.Firstly, we propose the method describing clustering construction space and introduce angular separation rk as a measure of similarity. Secondly, we prove the elementary properties of rk.Finally, it is verified that the rk as a measure of similarity is reasonable by a series of Monte Carlo simulation results.
Keywords:between clustre distancs   Monte Carlo simulation  
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