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Diagnostic study on arrhythmia cordis based on particle swarm optimization-based support vector machine

โœ Scribed by Sheng-wei Fei

Book ID
108130443
Publisher
Elsevier Science
Year
2010
Tongue
English
Weight
347 KB
Volume
37
Category
Article
ISSN
0957-4174

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โœ Xianlun Tang; Ling Zhuang; Jun Cai; Changbing Li ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 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