Rapid Modeling of the Sound Speed Field in the South China Sea Based on a Comprehensive Optimal LM-BP Artificial Neural Network

Rapid Modeling of the Sound Speed Field in the South China Sea Based on a Comprehensive Optimal LM-BP Artificial Neural Network

Ocean sound speed is an essential foundation for marine scientific research and marine engineering applications. In this article, a model based on a comprehensive optimal back propagation artificial neural network model is developed. The Levenberg–Marquardt algorithm is used to optimize the model, a...

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Bibliographic Details
Main Authors: Jin Huang, Yu Luo, Jian Shi, Xin Ma, Qian-Qian Li, Yan-Yi Li
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Journal of Marine Science and Engineering
Subjects:
sound speed profile
CTD data
Levenberg–Marquardt
momentum term
early termination
back propagation neural network
Online Access:https://www.mdpi.com/2077-1312/9/5/488

Internet

https://www.mdpi.com/2077-1312/9/5/488

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