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Initialization Method for Intuitionistic Fuzzy Clustering Based on Density Function
一种基于密度函数的直觉模糊聚类初始化方法

Keywords: Intuitionistic fuzzy set,Intuitionistic fuzzy clustering,Objective function,Density function
直觉模糊集合
,直觉模糊聚类,目标函数,密度函数

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Abstract:

To the problems of the technique of Intuitionistic fuzzy clustering based on objective function immersed in partial optimization figure,an improved initialization method based on density function was proposed.First,the proposed method have selected c samples in the upper partial density making use of sample density function.Then the other samples were visited and classified roughly.Moreover,the every kind of average values of all dimensions were calculated,which are counted as initial clustering center.At l...

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