Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Urban Geotechnical Investigation & Surveying》 2009-03
Add to Favorite Get Latest Update

The Application of the Improved BP Neural Network in Dam Deformation Forecasting

Yang Gang1,Zeng FanXiang2(1.WuHu Geotechnical and Survey Design Institute,WuHu 241000,China;2.GuangZhou Marine Geological Survey,Guangzhou 510760,China)  
BP algorithms can be used for dam deformation forecasting,and can get a well result.In this paper,in order to improve the speed of BP algorithm,give an improve of the algorithm with additional momentum and self-adaptive learning rate,and do a test to prove the right of the improvement.
【CateGory Index】: TV698.11
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 2 Hits
1 Fan Kun (College of Civil Engineering, Hohai Univ., Nanjing 210098);Forecasting of Dam Displacement Based on Artificial Neural Network[J];JOURNAL OF YANGTZE RIVER SCIENTIFIC RESEARCH INSTITUTE;1998-05
2 YANG Jie 1,2 , WU Zhong ru 2, GU Chong shi 2 (1.Xi’an University of Technology,Xi’an 710048,China; 2.Hohai University, Nanjing 210024,China);Dam Deformation Monitoring Model and Forecast Based on BP Algorithm of Artificial Neural Networks[J];Journal of Xi'an University of Technology;2001-01
Chinese Journal Full-text Database 10 Hits
1 XIE Tao,JIANG Ze-zhong (College of Civil Engineering,Southwest Jiaotong University,Chengdu610031,China);Multi-model evaluation of slope stability[J];Building Science Research of Sichuan;2004-02
2 SUN Quan-lin (Department of Computer & Information Engineering, Anhui Institute of Architecture & Industry, Hefei 230022, China);Researching on the method of modeling based on rough sets & NN[J];Journal of Anhui Institute of Architecture;2005-02
3 SUN Hong~1,FANG Ming~2(1.Department of Mechanical and Electrical Engineering,Anhui Institute of Architecture & Industry,Hefei 230022,China;2.School of Electric Engineering and Automation,Hefei University of Technology,Hefei 230009,China);A method based on rough set and RBF neural network for the car's plate character recognition[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2006-04
4 FANG Hui-min et al (Institute of Advanced Control and Intelligent Information Processing,Henan University,Kaifeng,Henan 475001);Study on Forecasting the Yield in Maize Regional Test Based on BP Neural Network[J];Journal of Anhui Agricultural Sciences;2007-34
5 CHEN Hui-hua et al(Forestry Bureau of Xianju County in Zhejiang Province,Xianju,Zhejiang 317300);Study on Forecasting the Occurrence Amount of Dendrolimus punctatus Walker Based on Genetic Neural Network Mixed Model[J];Journal of Anhui Agricultural Sciences;2009-12
6 XIANG Yun-fei et al (Xianju Forestry Bureau of Zhejiang Province,Xianju,Zhejiang 317300);Study on the Classified Prediction of Damage Degree of Dendrolimus punctatus Walker[J];Journal of Anhui Agricultural Sciences;2009-17
7 TANG Zhi-dan,FANG Li-na(School of Business Administration,University of Science and Technology Liaoning,Anshan 114051,China);Expert evaluation for undergraduate teaching work basedon artificial neural network[J];Journal of Anshan University of Science and Technology;2006-05
8 ZHANG Yong xing;Review of the Study on Prediction and Forecast of Landslide[J];Underground Space;2003-02
9 SHANG Song hao, MAO Xiao min (Dept. Hydraulic and Hydropower Engineering, Tsinghua University, Beijing 100084, China);Prediction Model of Soil Freezing Temperature and Unfrozen Water Content Based on Back-Propagation Neural Network[J];Journal of Glaciolgy and Geocryology;2001-04
10 ZHANG Yan jun,LIU Jun,ZHANG Wen dong (Nano technology Research Center,North China Institute of Technology,Taiyuan 030051,China);Application of fuzzy neural network in target recognition[J];Micronanoelectronic Technology;2003-Z1
China Proceedings of conference Full-text Database 4 Hits
1 XU Xun-fu, GUO Jun ( 95195 Unit, Xiangfan 441023, China) ( Department of Air-Materials Management, Xuzhou Air Force College, Xuzhou 221000, China);The Back Propagation Network Forecast of Air-Materials Demands Analysis[A];[C];2006
2 Wu Chang-you Wang Fu-lin Sun Li-min ( Northeast Agricultural University, Harbin 150030);Research of Rural Electricity Consumption Demand Forecast of China Base on Genetic Neural Network[A];Chinese Society of Agricultural Engineering[C];2006
3 Chen Yumin Wan Youchuan State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University,430079 School of Remote Sensing and Information Engineering, Wuhan University,430079;Approach of Neural Network Based on Vector Information to Classification Of Remote Sensing Image[A];[C];2003
4 Zhang Lei~1 Zhang Sheng~2 Zhu Lin~2 (1.Naval Command College,Jiangsu,Nanjing,210016;2.Naval Submarine Acadamy,Shandong,Qingdao,266000);The Research of Naval Combat Military Strength Behavior Simulation[A];[C];2009
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved