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Application of BP Neural Network-based LM Algorithm to Dam Monitoring Data Processing
Author(s): 
Pages: 72-75
Year: Issue:  5
Journal: HYDROPOWER AUTOMATION AND DAM MONITORING

Keyword:  BP神经网络LM算法变形监测;
Abstract: 针对传统反向传播(BP)神经网络收敛速度慢、计算量大的缺点,引入一种结合LM(Leverberg Marquart)优化算法的BP神经网络,并应用在大坝的变形预报中.实验结果表明,新模型具有训练速度快、预测精度高的特点.
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