Hybrid algorithm combining genetic algorithm with back propagation neural network for extracting the characteristics of multi-peak Brillouin scattering spectrum

Yanjun ZHANG; Jinrui XU; Xinghu FU; Jinjun LIU; Yongsheng TIAN

doi:10.1007/s12200-017-0654-3

Frontiers of Optoelectronics, Volume. 10, Issue 1, 62(2017)

Hybrid algorithm combining genetic algorithm with back propagation neural network for extracting the characteristics of multi-peak Brillouin scattering spectrum

Yanjun ZHANG¹, Jinrui XU¹, Xinghu FU^1、*, Jinjun LIU², and Yongsheng TIAN¹

Author Affiliations

¹The Key Laboratory for Special Fiber and Fiber Sensor of Hebei Province, School of Information Science and Engineering, Yanshan University, Qinhuangdao 066004, China

²Hebei Provincial Key Laboratory of Heavy Machinery Fluid Power Transmission and Control, Key Laboratory of Advanced Forging & Stamping Technology and Science, College of Mechanical Engineering, Yanshan University, Qinhuangdao 066004, China

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Yanjun ZHANG, Jinrui XU, Xinghu FU, Jinjun LIU, Yongsheng TIAN. Hybrid algorithm combining genetic algorithm with back propagation neural network for extracting the characteristics of multi-peak Brillouin scattering spectrum[J]. Frontiers of Optoelectronics, 2017, 10(1): 62

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Paper Information

Category: RESEARCH ARTICLE

Received: Jun. 3, 2016

Accepted: Nov. 26, 2016

Published Online: May. 9, 2017

The Author Email: Xinghu FU (fuxinghu@ysu.edu.cn)

DOI:10.1007/s12200-017-0654-3

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology