Improved Cluster Algorithm Based on K-Means and Particle Swarm Optimization: Improved Cluster Algorithm Based on K-Means and Particle Swarm Optimization

To deal with the problem of premature convergence of the traditional K-means algorithm, a novel K-means cluster method based on the enhanced Particle Swarm Optimization(PSO) algorithm is presented. In this approach, the stochastic mutation operation is introduced into the PSO evolution, which reinfo...

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Veröffentlicht in:	Dian zi yu xin xi xue bao = Journal of electronics & information technology 2010-01, Vol.2010 (1), p.92-97
Hauptverfasser:	Tao, Xin-min, Xu, Jing, Yang, Li-biao, Liu, Yu
Format:	Artikel
Sprache:	chi
Online-Zugang:	Volltext
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