An improved fuzzy C-Means algorithm for power load characteristics classification

A simulated annealing and genetic algorithm oriented Fuzzy C-Means (SAGA-FCM) algorithm is used for load classification to improve the accuracy and validity. The traditional Fuzzy C-Means (FCM) algorithm is sensitive to its initial cluster centers, and it is easy to fall into the local optimum. Whil...

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Veröffentlicht in:	Dianli Xitong Baohu yu Kongzhi Jg. 40; H. 22; S. 58 - 63
Hauptverfasser:	Zhou, Kai-Le, Yang, Shan-Lin
Format:	Journal Article
Sprache:	Chinesisch
Veröffentlicht:	16.11.2012
Schlagworte:	Algorithms Classification Fuzzy Fuzzy logic Fuzzy set theory Genetic algorithms Searching Simulated annealing
ISSN:	1674-3415
Online-Zugang:	Volltext
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