Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Changde Teachers University》 2003-02
Add to Favorite Get Latest Update


LI Guang-qiong JIANG Jia-fu (Department of Computer Engineering,Changsha Communications University,Changsha Hunan,410076)  
In order to reduce the times of substitution on standard BP algorithm and improve the speed of convergence,a new method,which integrated minus-grade decline way with DFP algorithm,has been presented.In the initial stages of seeking optimization,standard BP algorithm should be used.Then the task of one substitution would be less than others and the store capacity would be smaller.Furthermore,it has an inferior demand for the initial value.When the process of seeking optimization began to approach optimization,DFP algorithm should be used.Finally,MATLAB toolbox and Visual Basic can realize the improved algorithm.The result of experiment showed that the new algorithm can reduce the times of substitution and improve the speed of convergence efficiently.
【CateGory Index】: TP183
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 6 Hits
1 SONG Shao-yun, ZHONG-tao (Yuxi Normal University, School of Information Technology and Engineering, Yuxi 653100, China);BP Artificial Neural Network's New Algorithm[J];Computer Knowledge and Technology;2009-05
2 ZHOU Xue-bin, LIU Yan-quan, MIAO Guang-xiang, GAO Ai-guo(Dept. of Automation College, North China Electric Power University, Baoding 071003);Application of neural network PID with nonlinear forecasting in temperature control of boiler main steam[J];Electronics Instrumentation Customer;2004-05
3 YAN Yu,YANG Jie-ming;Probe into BP Neural Networks Algorithm[J];Sci-Tech Information Development & Economy;2006-03
4 WU Mei-xian, ZHANG Xue-liang, WEN Shu-hua, LI Hai-nan(College of Mechnical Electronic, Taiyuan University of Science & Technology, Taiyuan 030024,China);Summarization of BP Neural Network's Improvement[J];Journal of Taiyuan Heavy Machinery Institute;2005-02
5 CHEN Hua,CHENG Yun-yan (College of Computer and Information Engineering,Shaanxi University of Science & Technology, Xianyang 712081, China);DESIGN AND REALIZE THE SOFTWARE OF MACHINING TECHNIQUES MANUAL[J];Journal of Shaanxi University of Science & Technology;2004-02
6 CHEN Sheng,WANG Ji-yi,YING Wei-guo;Prediction of Electric Current Leakage of Insulator Based on BP Neural Network[J];Zhejiang Electric Power;2007-01
Chinese Journal Full-text Database 2 Hits
1 Li Jinping, He Miao (Collage of Information and Control Engineering, Jinan University, Jinan 250022) Liu Mingjun (Center for Con pitting, Jinan University, Jinan 250022) Yang Bo (Collage of Information and Control Engineering, Jinan University, Jinan 250022);STUDY ON IMPROVING THE CONVERGENCE SPEED OF BP WAVELET NEURAL NETWORKS[J];Pattern Recognition and Artificial Intelligence;2002-01
2 SUN Debao;GAO Chao(Department of Automatic Control Engineering,Huazhong University of Science and Technology,Wuhan);A USEFUL BP ALGORITHM TO OVERCOME LOCAL MINIMA[J];INFORMATION AND CONTROL;1995-05
Chinese Journal Full-text Database 10 Hits
1 Teng Zhaosheng Xia Shengping (ATR Lab., National University of Defense Technology, Changsha, 410073) Song Xiaodan (Shipping Research Institute, Hunan Navigation Bureau);A MEASURING AND CONTROLLING SYSTEM FOR THE TEMPERATURE OF HEAT-TREATMENT BASED ON DATA FUSION[J];ACTA ARMAMENTARII;2000-02
2 JU Wan qun,HAN Qiu shi (Department of Mechanical Engineering, Beijing Institute of Machinery, Beijing 100085,China);The application of neural network and the rule base in the expert system of the large scale rotary machines[J];Journal of Beijing Institute of Machinery;2001-01
3 Zheng Deling;Zhao Xinghao;Zeng Yongsheng(Information Engineering School, UST Beijing, Beijing 100083,China);Mould Bath Level State Recognition and Fuzzy Control Method Based on GA[J];JOURNAL OF UNIVERSITY OF SCIENCE AND TECHNOLOGY BEIJING;1999-06
4 GUO Jing;ZHAO Hong-cai;LIU Sheng-jie(School of Autonation Engineering,Qindao University of Science and Engineering,Qingdao,Shandong,266520,China);The Fuzzy Sliding Modelled Control for a Duel-thumb Hand[J];Journal of Liaoning Institute of Science and Technology;2011-04
5 JIANG Qin1,CHENG Shu-sen2,DU Hou-fa3(1.College of Mathmatics and Computer Science,Jiangxi Science and Technology Normal University,Nanchang 330013,China;2.School of Metallurgical and Ecological Engineering,University of Science and Technology,Beijing 10083,China;3.Faculty of Geoscience and Survey Engineering,East China Institute of Technology,Fuzhou Jiangxi 344000,China);The Application of BP Neural Network in Technical and Economic Index of Sintering Ore[J];Journal of Jiangxi Normal University(Natural Sciences Edition);2009-04
6 CHEN Qi 1, LI Guang cheng 2 (1.The China University of Geoscience, Beijing; 2.Water Resources and Hydropower Planning and Design General Institute, MWR);SUGGESTIONS ON THE ENGINEERING GEOLOGICAL INVESTIGATION AND EVALUATION METHODS FOR THE TUNNEL ENGINEERING OF THE WEST ROUTE PROJECT OF THE SOUTH-NORTH WATER TRANSFER[J];Journal of Chengdu University of Technology;2002-03
7 WANG Yu-juan,ZHANG Jin-song,MA Jian,SHI Fu-hua(College of Science,Jiujiang University,Jiujiang 332005,China);A Set of Conjugate Newton Directions of Positive Definite Quadratic Function[J];Journal of Chongqing Institute of Technology(Natural Science Edition);2007-12
8 ZHA Zhi(The 710 Institute of China Shipbuilding Industry corporation,Yichang 443003,China);Control Strategy on Human Simulated Intelligence in Remotely Operated Vehicle Sailing Control[J];Journal of Chongqing University of Technology(Natural Science);2010-03
9 Zheng Dezhong; Shang Liping; Yu Siyuan(Yanshan University. Qinhuangdao 066004);The Research of the Air Compressor Malfunction Diagnosis System Based on the Fuzzy Theory[J];JOURNAL OF TRANSCLUCTION TECHNOLOGY;2000-02
10 LIU Liwei\ \ WANG Yingjie\ \ NIU Yanwen (Yanshan University,Qinhuangdao\ Hebei\ 066004 P.R.China);Research to the Moisture Meter Based on Fuzzy Theory[J];Journal of Transcluction Technology;2003-01
Chinese Journal Full-text Database 10 Hits
1 Wu Xiaopei(Anhui University Hefei 230039) Fei Qinyun(Electronic Technology Research Institute of Hefei);An Efficient Way to Improve the Learning Speed of BP Algorithm[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);1998-03
2 JI Changwei(Beijing Polytechnic University, Beijing100002, China);Development of Automotive Diagnostic System based on Fault Tree[J];Acta Armamentarll The Volume of Tank, Armored Vehicle and Engine;2003-01
3 SUN Guang-min, DONG Xiao-ying College of Electronic Information & Control Engineering, Beijing Polytechnic University, Beijing 100022, China;Neural Networks Based Phonetic Recognition of Isolated Chinese Phrase[J];Journal of Beijing Polytechnic University;2002-03
4 Lu Dawei Li Shu (School of Aeronautics Science and Technology, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Application of wavelet transform for laminate real time injuries measuring[J];Journal of Beijing University of Aeronautics and Astronautics;2003-11
5 LU Yan shan ZHAO Zheng qi (College of Information Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China);Optimization and application research of BP neural network[J];JOURNAL OF BEIJING UNIVERSITY OF CHEMICAL TECHNOLOGY;2001-01
6 Li Minsheng Liu Bin (Department of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081);Improvement and Application of BP Algorithm[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1999-06
7 FAN Kai, \ TAO Ran, \ ZHOU Si yong (Department of Electronics Engineering, Beijing Institute of Technology, Beijing100081);The Application of Fuzzy Data Fusion in Targets Tracking[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-03
8 YU Min xue, LI Min sheng (Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China);Separation of Structure and Algorithm in NN Simulating[J];Journal of Beijing Institute of Technology;2001-05
9 Gong Yuanming; Shi Weidong(Departmetn of Computer Science and Engineering, Beijing Institute of Technology, Beijing 100081);Oscillation and Platform Problems in Back Propagation Neural Networks[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;1995-05
10 LIU Hao xue, YUAN Yu xia, YANG Wen jie (Beijing Institute of Printing, Beijing 102600, China);A Method of Correcting Neugebauer Functions’ Error by means of Dot Gain Value[J];JOURNAL OF BEIJING INSTITUTE OF PRINTING;1999-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 BAO Feng et al (Agricultural University of Hebei,Baoding,Hebei 071001);Research of System Based on BP Network for Prediction of Grape Disease[J];Journal of Anhui Agricultural Sciences;2010-14
2 DING Lei,ZHU De-quan(School of Physics and Electrical Engineering,Anqing Teachers College,Anqing 246133,China);Comparison of Nonlinear Regression Based on BP and SVR[J];Journal of Anqing Teachers College(Natural Science Edition);2011-02
3 MA Dong-ping~(1,2),RUAN Xiao-gang~1(1.Electronic Information and Control Engineering School, Beijing University of Technology, Beijing100022, China; 2.Biochemistry Engineering College of Beijing Union University, Beijing100023, China);Prediction Protein Secondary Structure by Improved BP Neural Network[J];Journal of Beijing Union University;2005-02
4 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
5 LIU Gao-feng;Study on after-effect evaluation of watershed water resources distribution[J];Water Resources & Hydropower of Northeast China;2006-10
6 WANG Li1 LI Wei-guo1 DAI Zi-qin2(1.North China Electric Power University,Beijing 10026,China;2.Xiamen Electricity Power Bureau,Xiamen 361004,China);Review on the Prediction Methods on Insulator Leakage Current[J];Insulators and Surge Arresters;2008-02
7 LI Xiu-qing,CHU Bing-shang,ZHAO Chen-hui,SUN Yan-xue,HAN Bao-guo,YUE Ying,FAN Hua-jun, XIA Qing-sheng(1.Northeast Dianli University,Jilin 132012,Jilin,China.2.YunFeng Power Station,Tonghua 134200,Jilin,China. 3.Northeast Electric Power Design Institute,Changchun 130012,China);The Calculation of Voltage Stability Margin Based on Cost Function of BP Network[J];Electrical Measurement & Instrumentation;2011-10
8 Chen Xingquan1),Wang Jiexian1,2) and Gu Chuan1)1)Department of Surveying and Geo-Informatics,Tongji University,Shanghai 2000922)Key Laboratory of Modern Engineering Surveying of SBSM,Shanghai 200092;APPLICATION OF BP NEURAL NETWORK BASED ON PRINCIPAL COMPONENT ANALYSIS IN DEFORMATION FORECASTING[J];Journal of Geodesy and Geodynamics;2008-03
9 HOU Shu-wen,DUAN Ai-xia,HUANG Wei-feng, HUANG Yong-zhi ( Dept. of Power Engineering, North China Institute of Water Conservancy and Hydroelectric Power,Zhengzhou 450008 , China; Zhengzhou University,Zhengzhou 450004,China);Bandwidth analysis of main-steam temperature PID controller parameters in fossil-fired power station[J];Electric Power Automation Equipment;2005-05
10 SONG Nuan,DONG Xingwen,DING Changhong (Basic Course Department of Air Force Aviation University, Changchun 130022);The Measure Speed System Research for the Doppler Bomb Chamber Volume based on virtual Instrument[J];Computer Programming Skills & Maintenance;2009-S1
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Li Zhongli; Wang Chengduan (Dept. of Information Control Engineering, SWIT of China Mianyang 621002);Research on Self-adaptive Study Step of Neural Networks[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1996-06
2 Wang Ling ;Jiao licheng( National Key Lab of Radar Signal Processing and Neural Network Research Center, Xidian University,Xi'an 710071);FWNN for Interval Estimation with Interval Learning Algorithm[J];Acta Electronica Sinica;1998-04
3 Xu Xiaoxia;Chen Tao;Wang Xiaosheng(Xi'an Jiaotong University.Xian 710049);Wavelet Neural Network Based on the Algorithm of Orthogonal Least Square[J];ACTA ELECTRONICA SINICA;1998-10
4 He Zhenya Li Wenhua Wei Chengjian (Southeast University,Department of Radio Engineering,Nanjing 210096);AN ADAPTIVE TIME DELAY WAVELET NEURAL NETWORK FOR SIGNAL APPROXIMATION[J];;1998-05
5 Zhang Yanning Jiao Licheng (Key Lab. for Radar Signal Processing,Xidian University,Xi'an 710071);A LOCAL ADAPTIVE WAVELET AND GAUSS NEURAL NETWORK SYNTHESIS CLASSIFICATION SYSTEM[J];;1999-03
6 Chen Zhe Feng Tianjin (Ele.ctricdl Engineering Department. Ocean University of Qinydao. Qingdao 266003) Chen Zhe Feng Tianjin (Ele.ctricdl Engineering Department. Ocean University of Qinydao. Qingdao 266003);RESEARCH ADVANCES ON COMBINATIN OF WAVELET ANALYSIS AND NEURAL NETWORKS[J];;2000-03
7 LI Jin Ping ①, LIU Ming Jun ②, and YANG Bo ① ①(Department of Information and Control Engineering, Shandong Institute of Building Materials, Jinan 250022) ②(Computer Center, Shandong Institute of Building Materials, Jinan 250022);SIMPLE PROOF OF ORTHOGONAL FRAME AND ANALYSIS OF ITS SPECIAL EXAMPLES[J];Journal of Computer Research and Development;2001-03
8 Wu Zhiyuan and Shao Huihe (Department of Automation,Shanghai Jiaotong University·Shanghai,200030,P.R.China) Wu Xinyu (Department of Basic Courses,Nanjing Institute of Posts and Telecommunications,P.R.China);A New Adaptive Genetic Algorithm & Its Application in Multimodal Function Optimization[J];CONTROL THEORY & APPLICATIONS;1999-01
9 Pang Hali, Zheng Binglin, Xu Xinhe (Northeastern University);An Adaptive Simulated Annealing Algorithm[J];CONTROL AND DECISION;1999-05
10 Liu Tienan, Chen Guangyi, Liu Yanli, Xu Baochang (Daqing Petroleum Institute);Evolution Algorithms by Simulating Species Forming and Multimodal Function Optimization[J];CONTROL AND DECISION;1999-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved