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A new learning schema based on support vector for multi-classification

✍ Scribed by Ling Ping; Zhou Chun-Guang

Publisher
Springer-Verlag
Year
2007
Tongue
English
Weight
346 KB
Volume
17
Category
Article
ISSN
0941-0643

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Multi-fault classification based on support vector machine trained by chaos particle swarm optimization
✍ Xianlun Tang; Ling Zhuang; Jun Cai; Changbing Li πŸ“‚ Article πŸ“… 2010 πŸ› Elsevier Science 🌐 English βš– 263 KB

A novel method of training support vector machine (SVM) by using chaos particle swarm optimization (CPSO) is proposed. A multi-fault classification model based on the SVM trained by CPSO is established and applied to the fault diagnosis of rotating machines. The results show that the method of train