Fault diagnosis of bearing based on relevance vector machine classifier with improved binary bat algorithm for feature selection and parameter optimization

In this article, fault diagnosis of bearing based on relevance vector machine classifier with improved binary bat algorithm is proposed, and the improved binary bat algorithm is used to select the appropriate features and kernel parameter of relevance vector machine. In the improved binary bat algor...

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Bibliographic Details
Main Author: Sheng-wei Fei
Format: Article
Language:English
Published: SAGE Publishing 2017-01-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814016685294