A Fault Detection Method Based on CPSO-Improved KICA

A Fault Detection Method Based on CPSO-Improved KICA

In view of the randomness in the selection of kernel parameters in the traditional kernel independent component analysis (KICA) algorithm, this paper proposes a CPSO-KICA algorithm based on Chaotic Particle Swarm Optimization (CPSO) and KICA. In CPSO-KICA, the maximum entropy of the extracted indepe...

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Bibliographic Details
Main Authors: Mingguang Liu, Xiangshun Li, Chuyue Lou, Jin Jiang
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Entropy
Subjects:
fault detection
KICA
the maximum entropy
CPSO
Online Access:https://www.mdpi.com/1099-4300/21/7/668

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