作者
G Phanendra Babu, M Narasimha Murty
发表日期
1993/10/1
期刊
Pattern recognition letters
卷号
14
期号
10
页码范围
763-769
出版商
North-Holland
简介
The K-means algorithm for clustering is very much dependent on the initial seed values. We use a genetic algorithm to find a near-optimal partitioning of the given data set by selecting proper initial seed values in the K-means algorithm. Results obtained are very encouraging and in most of the cases, on data sets having well separated clusters, the proposed scheme reached a global minimum.
引用总数
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GP Babu, MN Murty - Pattern recognition letters, 1993