An Assembly Prediction Model Based on GA-BP Neural Network
作者
Song Ling Wang,Ming Jiang,Cheng Gong
出处
期刊:Advanced Materials Research [Trans Tech Publications] 日期:2014-04-09卷期号:915-916: 214-217
标识
DOI:10.4028/www.scientific.net/amr.915-916.214
摘要
The four key factors include gravity, roughness, bolt pressure and contact area as the input parameters of neural network, the GA-BP neural network was established for predicting the assembly deformation. And the experimental data is trained for this GA-BP neural network. Finally, the test data shows that BP neural network optimized by GA algorithm can achieve higher accuracy than BP neural network.