Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
Add to Favorite Get Latest Update

Optimization and application research of BP neural network

LU Yan shan ZHAO Zheng qi (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China)  
The further optimization of the structure and algorithm of BP network is introduced in this paper. It gives the research result of selection of the hidden layers and its neurons, design of error constitution pattern, introducing into the strategy of re learning.
【CateGory Index】: TQ01
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 10 Hits
1 ZHANG Jian-qiao,LIU Yong-hong,LIU Chun-yang,WEI Xin-fang(College of Mechanical and Electronic Engineering,University of Petroleum,Dongying 257061,China);Flow resistance analysis and optimization of slotted screen liner with compound cavity[J];Journal of Engineering Design;2006-04
2 CAO Yang~1,YUAN Xu-feng~2,GAO Yi-qun~1 (1.College of Chemical and Biological Engineering,GUT,Guiyang 550003,China;2.College of Electrical Engineering,GUT,Guiyang 550003,China);Wavelet Neural Network and its Application to Optimization of Chemical Engineering[J];Journal of Guizhou University of Technology(Natural Science Edition);2004-04
3 CUI Xin-you1,XIA Da-hai2 (1.Wuhan Ordnance N.C.O Academy, Wuhan 430075, China; 2.Changjiang Engineering Vocational College, Wuhan 430212, China);A Large Reservoir Induced Earthquake Disaster Prediction System Based on BP Neural Network[J];Computer Knowledge and Technology;2010-17
4 Sun Hongli (Department of Computer and Science,Shangqiu Normal College,Shangqiu 476000,Henan China);Method of Constructing BP Network Structure and Its Application on Forecast[J];Henan Science;2009-07
5 HUANG Wei-jie, LIU Xiao-ping, LI Jun, XIE Li-fang (College of River and Ocean Engineering,Changsha University of Science and Technology,Changsha 410076,China);Evaluation of Investment Risk in Hydraulic Engineering Based on BP Network[J];Journal of Hunan Light Industry College;2004-02
6 Li Juntao Zhang Fengming Zhang Wenhua(The Engineering Institute,Air Force Engineering University,Xi'an,710038 Shaanxi,China);SUTDY ON COMPREHENSIVELY IMPROVED HEURISTIC BP NEURAL NETWORK[J];Computer Applications and Software;2007-08
7 HU Xin-ping (Fine Metallurgy Factory,Hsikwangshan Twinkling Star Co Ltd,Lengshuijiang 417500,China);Study of Neural Network Identification and Application for Antimony Trioxide Production[J];Control Engineering of China;2006-S2
8 HUANG Yan_fang 1,HE Fu_shun 2,YANG Jie_ming 1 (1.Taiyuan University of Technology,Taiyuan 030024,China; 2.Zhenchengdi Coal Mine of Xishan Coal & Electric Group Company,Taiyuan 030024,China);The study of fault model identification based on wavelet packet and neural network[J];Coal Mine Machinery;2002-05
9 CUI Wen-bin,ZHANG Yue-wen,WU Gui-tao,SUN Pei-ting(College of Marine Engineering,Dalian Maritime University,Dalian 116026,China);Applying back propagation neural networks to remote monitoring of ocean-going ships[J];Journal of Harbin Engineering University;2009-08
10 WU Qing-hua,GAO Feng,FENG Zhong-chao(College of Economic and Management,Huazhong Agricultural University,Wuhan,Hubei,430070);Study on the Risk Early-Warning in Rapeseed Industry of China——Based on BP Neural Network[J];Journal of Huazhong Agricultural University(Social Sciences Edition);2010-02
China Proceedings of conference Full-text Database 1 Hits
1 XIANGDONG ZHANG Liaoning Technical University,Fuxin 123000,China P.R QIKUN CAO Liaoning Technical University,Fuxin 123000,China P.R CHUANG SUN Liaoning Technical University,Fuxin 123000,China P.R;APPLICATION OF BP NEURAL NETWORK IN THE PREDICATION OF COMPRESSIVE STRENGTH OF ROAD BASE-COARSE MATERIALS[A];[C];2009
Chinese Journal Full-text Database 1 Hits
1 Lai YingxuLu Yanshan (Department of Automation, Beijing University of Chemical Technology, Beijing, 100029);Study of measurement for the liquiddropletsize distribution by using BPNN[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;1999-02
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Tan Guichun, Zhang Xiaoyun, Liu Hongchao (The Magazine House of EPA, Jinan 250031, China);ADVANCE IN THE PROCESSING TECHNOLOGY OF THE ENGINEERING PLASTICS OF CHINA IN 2003[J];Engineering Plastics Application;2004-06
2 Sun Zaijun, Sui Shijian (Qingdao Huatao Automobile Mould Co. Ltd., Qingdao 266032, China) Han Ping (Chemical Engineering College, Qingdao University, Qingdao 266071, China);COMMON QUALITY DEFECTS AND SOLUTIONS DURING THE INJECTION OF PLASTIC ORNAMENTS OF HOMEMADE AUTOMOBILE[J];Engineering Plastics Application;2005-07
3 Zheng Xiaopei,Lu Shufen,Wang Lixia,Shen Changyu(NERC for Appt,Zhengzhou University,Zhengzhou 450002,China);EFFECT OF PROCESSING PARAMETERS ON SINK MARKS OF INJECTION-MOLDED PARTS AND PROCESS OPTIMIZATION[J];Engineering Plastics Application;2006-07
4 Liu Bin,Xu Jianwen,Jiang Kaiyong(Research Center of Mold and Die Technology,Huaqiao University,Quanzhou 362021,China);PARAMETRIC OPTIMIZATION OF INJECTION MOLDING PROCESSING BASED ON CAE AND ARTIFICIAL NERVE NETWORK[J];Engineering Plastics Application;2007-11
5 WANG Jun-qing(School of Electronics and Information Engineering,Lanzhou Jiaotong University, Lanzhou 730070,China);BP Neural Network and Its Improvement[J];Journal of Chongqing Institute of Technology(Natural Science Edition);2007-03
6 Li Fuqing1,Li Pengfei2(1.Hebei Yanxing Machinery Co.,Ltd,Zhangjiakou 075000,China;2.Institute of Tsinghua Tongguang,Beijing 100084,China);The Application of Neural Network Technology in Injection Molding[J];Electromachining & Mould;2008-06
7 CHEN Min-sheng, LIU Ding-ping(School of Power Engineering, South China University of Technology, Guoangzhou 510640, China);Optimized Control of Carbon Content in Utility Boilers'Fly Ash[J];Power Engineering;2005-04
8 Wang Lu,Wu Guoping (Faculty of Information Engineering,China University of Geosciences,Wuhan 430074,China);Oil-Gas Recognition Based on Genetic Algorithm and BP Neural Network[J];Chinese Journal of Engineering Geophysics;2008-02
9 HUANG Wei-jie1,CHENG Shu2,CHEN Wen-long1,GUO Shan1 (1.Pearl River Water Resources Scientific Research Institute,Guangzhou 510611,China; 2.Guangdong Technical College of Water Resource and Electric Engineering,Guangzhou 510635,China);Evaluation of Flood Economic Losses by BP Neural Network[J];Journal of Guangdong Technical College of Water Resources and Electric Engineering;2008-02
10 SONG Xiao-juan1,ZHANG Guang-nan2,MA Sheng-qian1,WANG Xiao-juan1(1.College of Physics and Electronic Engineering,Northwest Normal University,Lanzhou 730070,China;2.Department of Computer Science and Technology,Arts and Sciences of Baoji College,Baoji 721007,China);Fault Diagnosis of Analog Circuit by Improved Algorithms Based on BP Neural Networks[J];Journal of Gansu Sciences;2008-01
China Proceedings of conference Full-text Database 2 Hits
1 DU Faxing, LIANG Chuan, CHEN Tingting (College of Hydroelectric Engineering,Sichuan University,Chengdu 610065,China);Projection Pursuit Model for Comprehensive Risk Evaluating of Water Sources Scarcity[A];[C];2006
2 Gu Chunjing Jiang Dalin(Lab of Communication, Beijing University of Technology, Beijing 100022, China);Research on Methods for Evaluating Skin Texture[A];[C];2005
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved