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A Dynamic Clustering Method Based on Genetic Algorithms
基于遗传算法的动态聚类方法

Keywords: genetic algorithms,dynamic clustering,global optimization,data analysis
遗传算法
,动态聚类,全局优化,数据分析

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Abstract:

To solve the problem of sensitivity with the original clustering center and clustering results depended on the order of the input example in common dynamic clustering algorithm, a new dynamic clustering method based on genetic algorithms is presented in this paper and is applied to data analysis in databases. Computing results indicate that the method is a dynamic clustering algorithm with global optimization and is superior to \$K\|\$ means algorithm.

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