An EMD–PSO–LSSVM Hybrid Model for Significant Wave Height Prediction

An EMD–PSO–LSSVM Hybrid Model for Significant Wave Height Prediction

The accurate prediction of significant wave height (SWH) offers major safety improvements for coastal and ocean engineering applications. However, the significant wave height phenomenon is nonlinear and nonstationary, which makes any prediction work a non-straightforward task. The aim of the researc...

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Bibliographic Details
Main Authors: Gang Tang, Jingyu Zhang, Jinman Lei, Haohao Du, Hongxia Luo, Yide Wang, Yuehua Ding
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Journal of Marine Science and Engineering
Subjects:
wave prediction
significant wave height
empirical mode decomposition
particle swarm optimization
least squares support vector machine
Online Access:https://www.mdpi.com/2077-1312/11/4/866

Internet

https://www.mdpi.com/2077-1312/11/4/866

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