Optimizing SVM’s parameters based on backtracking search optimization algorithm for gear fault diagnosis
The accuracy of a support vector machine (SVM) classifier is decided by the selection of optimal parameters for the SVM. The Backtracking Search Optimization Algorithm (BSA) is often applied to resolve the global optimization problem and adapted to optimize SVM parameters. In this research, a SVM pa...
Main Authors: | Vantrong Thai, Junsheng Cheng, Viethung Nguyen, Phuonganh Daothi |
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Format: | Article |
Language: | English |
Published: |
JVE International
2019-02-01
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Series: | Journal of Vibroengineering |
Subjects: | |
Online Access: | https://www.jvejournals.com/article/19859 |
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