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Chaotic population migration algorithm based on uniform design and its application
基于均匀布点的混沌人口迁移算法及应用*

Keywords: global optimization,population migration algorithm(PMA),chaos search,uniform design,cluster
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,人口迁移算法,混沌搜索,均匀布点,聚类

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Abstract:

Population migration algorithm(PMA)is a search algorithm proposed in recent years.This paper proposed an improved algorithm:chaotic population migration algorithm based on uniform design(UDC-PMA) in which combined uniform design and chaos search algorithm,and applied this algorithm to cluster analysis.Through two-dimensional random data experiments and Iris data sets experiments proved the effectiveness of UDC-PMA.The results show that UDC-PMA can effectively overcome the disadvantage of getting into local ...

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