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Determination of optimal cluster number by FCM in complex economic systems
复杂经济系统FCM划分最佳聚类数的确定

Keywords: fuzzy c-means,S&T progress,complex economic systems,optimal number of cluster,cluster validity function
模糊C均值
,科技进步,复杂经济系统,最佳聚类数,聚类有效性函数

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Abstract:

This paper proposed a method to get the optimal cluster number of FCM in real systems.Preset some reasonable cluster numbers,and then chose a cluster number as the optimal cluster number by some representative validity functions.Testing on the X30 and Bensaid data sets demonstrates the effectiveness and reliability of the proposed method.And finally gave an experiment on China's 31 regions according to the level of science and technology(S&T) progress.

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