权衰减方法在混凝土大坝施工参数分析中的应用

Application of Weight Decay Method for Parameter Analysis in Dam Construction

即使选择偏大的神经网络规模 ,权衰减方法也可达到较好的泛化能力。在工程应用中 ,成功地解决了大坝施工过程的参数分析问题 ,权衰减方法可以有效地减弱初始化权值的影响 ,从而达到对实际系统较好的逼近 。

Good generalization ability can be achieved using weight decay method in spite of an overlarge network topology,and this method was successfully applied to parameter analysis in engineering of concrete dam construction.This method can perform wonderful approximate and generalization ability.