摘要
本文结合小波分析和神经网络的优点 ,建立了应用于船舶运动极短期建模预报的小波神经网络的结构及算法 ,给出了该算法的一步及多步预报模型 ,并进行了仿真 。
Establishes a wavelet neural networks to ship motion extreme short prediction, which is a combined wavelet analysis and neural networks characteristic. Gives also the algorithm and structure and prediction model of one step and more steps. The real example indicates that the algorithm is feasible.
出处
《船舶力学》
EI
2002年第2期15-21,共7页
Journal of Ship Mechanics
关键词
船舶运动
极短期
小波分析
神经网络
建模预报
仿真
Computer simulation
Forecasting
Mathematical models
Neural networks
Wavelet transforms