Combining the Multi-Genetic Algorithm and Support Vector Machine for Fault Diagnosis of Bearings

Combining the Multi-Genetic Algorithm and Support Vector Machine for Fault Diagnosis of Bearings

Overstudy or understudy phenomena can sometimes occur due to the strong dependence of support vector machine (SVM) algorithms on particular parameters and the lack of systems theory relating to parameter selection. In this paper, a parameter optimization algorithm for the SVM is proposed based on mu...

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Bibliographic Details
Main Authors:	Jianbin Xiong, Qinghua Zhang, Qiong Liang, Hongbin Zhu, Haiying Li
Format:	Article
Language:	English
Published:	Wiley 2018-01-01
Series:	Shock and Vibration
Online Access:	http://dx.doi.org/10.1155/2018/3091618
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