Fatigue Life Prediction Based on GA-BP Algorithm

被引:1
作者
Zhang, Guo-Qing [1 ]
Lin, Haibo [1 ]
机构
[1] Taizhou Vocat & Tech Coll, Inst Engn Mech, Taizhou 318000, Zhejiang, Peoples R China
来源
ADVANCED MATERIALS AND COMPUTER SCIENCE, PTS 1-3 | 2011年 / 474-476卷
关键词
Fatigue; Life prediction; GA; BP; Algorithm;
D O I
10.4028/www.scientific.net/KEM.474-476.2114
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper try to predict fatigue based on a GA - BP algorithm. GA algorithm is the ideal tool to cope with high efficient learning methods and optimization for topological structure of networks for BP. Compared the predicted result with the tested result and find that this method has relatively high accuracy.
引用
收藏
页码:2114 / 2119
页数:6
相关论文
共 4 条
[1]  
Cheng Hu, 1998, COMPUTER SCI, V25, P55
[2]  
Du Hongwei, 1997, J SHENYANG POLYTECHN, V19, P93
[3]  
John RP, 1998, APPL INTELL, V8
[4]  
Xiao-hui Z., 1995, CONTROL THEORY APPL, V12, P265