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《Progress in Geophysics》 2008-03
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The application of RPROP algorithm to igneous rock classification

ZHANG Zhi-guo1,YANG Yi-heng2,XIA Li-xian3,Jia Yong-hong1(1.School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079,China;2.School of Basic Sciences,Beijing Information Science & Technology University,Beijing 100085,China;3.Prognostic Research Institute of Mineral Resources of Synthetic Information,Jilin University,Changchun 130026,China)  
This paper introduces an igneous rock classification technology based on the resilient backpropagation(RPROP) algorithm.First,it describes the RPROP algorithm.Then an example is used to show how to build up a backpropagation neural network model based on the RPROP algorithm for igneous rock classification and its application to igneous rock classification.The results indicate that the accuracy of classification is high and the RPROP algorithm is rapid and practical compared with the basic backpropagation algorithm and its other improved algorithmswhich has good prospects.
【Fund】: 国家"863"计划项目(2001AA135120-2)资助
【CateGory Index】: P588.1
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2 LIAN Zengzeng1,2,TAN Zhixiang2,DENG Kazhong2(1.Key Laboratory of Mine Spatial Information Technologies of National Administration of Surveying,Mapping & Geoinformation,Henan Polytechnic University,Jiaozuo,Henan 454000,China;2.Key Laboratory for Land Environment and Disaster Monitoring of SBSM,China University of Mining and Technology,Xuzhou,Jiangsu 221116,China);Closeness Degree Methods to Identify Logging Lithology in Coalfield Base on Fuzzy Pattern Recognition[J];Well Logging Technology;2013-03
3 GAO Zhen-xing1,GUO Chuang-xin1,YU Bin1,LUO Yu-hai2,PENG Ming-wei3,YANG Jian4(1.College of Electrical Engineering,Zhejiang University,Hangzhou 310027,China;2.Yanjian Group Co.,Ltd,Yantai 264000,China;3.Zhejiang Electric Power Design Institute,Hangzhou 310027,China;4.Shanghai Electric Power Company,Shanghai 200080,China);Study of a fault diagnosis approach for power grid with information fusion based on multi-data resources[J];Power System Protection and Control;2011-06
Chinese Journal Full-text Database 10 Hits
1 ZHOU Bo 1, LI Zhou-bo 2, PAN Bao-zhi 2 (1.Heilongjiang Institute of Science and Technology, Harbin150027,China; 2.College of GeoExploration Science and Technology, Changchun130026, China);A Study on Lithology Identification Methods for Volcanic Rocks[J];Journal of Jiling University (Earth Science Edition);2005-03
2 QIN Ying, MENG Qing-wu, LI Ti ZHANG Li-zhi ( Exploration and Development Institute of Daqing Petroleun Corp, Daqing 163712, China) (Software Institute ofChinese Academy of Sciences, Beijing 100080. China) (Tongji University, Shanghai 200090, China);THE FEASIBILITY ANALYSIS OF NEURAL NETWORK IN THE PREDICTION OF LITHOLOGY AND LITHOFACLES[J];Progress In Geophysics;2001-03
3 CAO Si-yuan LIANG Chun-sheng (University of Petroleum,Beijing,102249, China) Zhongyuan Petroleum Exploration Burean, ,China);The Application of BP Neural Network in Reservoir Prediction[J];Progress In Geophysics;2002-01
4 DING Zhu 1,2 YANG Chang chun 1 TAO Hong gen 2 DENG Gang 3 CHEN Guo hua 2 MA En jun 2 (1. Institute of Geology and Geophysics, Chinese Academy of Sciences, Bejing 100101, China; 2. Well Logging Company of Daqing Petroleum Administrati;Physical Restriction on Model Selection of Neural Network in Dual-Lateral Log Inversion[J];Progress In Geophysics;2002-02
5 YANG Li qiang 1 ,WANG Zhi zhang 2 ,XIONG Qi hua 2(1.Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing,100029,China;2. Department of GeoSciences, University of Petroleum, Beijing, 102249, China);Application of neural network in logging interpretation[J];Progress In Geophysics;2003-01
6 LIN Hong-bo,LI Yue,YANG Bao-jun(Jilin University, Changchun 130012, China);Analysis of neural network method for Chaos-Based weak harmonic signal detection[J];Progress In Geophysics;2003-04
7 LIU Dun-wen,XU Guo-yuan,HUANG Ren-dong,GU De-sheng (Central South University, Changsha 410083, China);Study on a signal interpretation of GPR based on BP neural network[J];Progress In Geophysics;2004-01
8 TAO Guo, YUE Wen-zheng, XIE Ran-hong, ZHU yi-hua (University of Petroleum, Beijing 102249, China);A new method for theoretical modeling and numerical experiments on petrophysical studies[J];Progress In Geophysics;2005-01
9 YANG Li-qiang, SONG Hai-bin, HAO Tian-yao (Institute of Geology and Geophysics , Chinese Academy of Sciences, Beijing 100029, China);Application of impedance inversion based on BP neural network[J];Progress In Geophysics;2005-01
10 HAN Xue-hui1, KUANG Li-chun2, HE Yi-cheng1, TAO Guo3, KE Shi-zhen3 (1. Xinjiang Well Logging Company, Kalamay 834000, China; 2.Xinjiang Oil Field Company, Kalamay 834000, China; 3.Resource & information institude, Beijing University of Petrolium, Beijing 102249, China);A view of the experimental study on rock' electric property[J];Progress In Geophysics;2005-02
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 SUN Hong,GONG Xue(School of Mechanical and Electrical Engineering,Anhui University of Architecture,Hefei 230022,China);A method based on rough set and RBF neural network for analog circuit faults diagnosis[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2012-03
5 Hu Fenglian1 et al. (1 College of Agriculture and Life Sciences,Ankang University,Ankang 725000,China);Study on Forecast System of Tobacco Virus Disease in Ankang City[J];Anhui Agricultural Science Bulletin;2012-03
6 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
7 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
8 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
9 TANG Jian-jun et al(College of Computer and Information Engineering,Jiangxi Agricultural University,Nanchang,Jiangxi 330045);Application Study on BP Neural Network in the Diagnosis of Rice Diseases and Pests[J];Journal of Anhui Agricultural Sciences;2010-01
10 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
China Proceedings of conference Full-text Database 10 Hits
1 ZHANG Bao-yu CHEN Yi-jun (Institute of Information&Engineering,Liaoning University of Petroleum&Chemical Technology,Fushun,113001,China);A Fast Learning Algorithm of Feedforward Neural Network and Application[A];[C];2003
2 LIU Zhen-feng~1,HAO Tian-yao~1,WANG Feng~2,XU Ya~1 (1.Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China; 2.Research Institute of Petroleum Exploration and Development,Beijing 100083.China);Research progress on the application of seismic data in sequence stratigraphy[A];[C];2003
3 CHEN Fa-yu,SHANG Yong-sheng,YANG Chang-chun (Institute of Geology and Geophysics,Chinese academy of Sciences,Beijing 100029,China);A general description of matching pursuits decomposition method[A];[C];2008
5 Yan Fu-wu~1,Wang Hong-jian~1,Tian Shao-peng~(1,2),Yuan Zhi-jun~2 (1.College of Automobile Engineering,Wuhan University of Technology,Wuhan 430070; 2.SAIC GM Wuling Automobile Co.,Ltd Liuzhou 545007);The Application of BP Neural Network to Universal Characteristics of Engine[A];[C];2009
6 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
7 CHEN Hua DENG Shao-gui LI Zhi-qiang FAN Yi-ren (China University of Petroleum,Dongying 257061,China);THE PSO (PARTICLE SWARM OPTIMIZATION) METHOD FOR DUAL-LATERAL LOG INVERSION[A];[C];2007
8 CHENG Ye-xun1,2, YANG Jin1,2, ZHAO Zhang-yuan1(1. Special Interest Committee of Environmental Geophysics ,Beijing 100083,China2. China University of Geosciences (Beijing), Beijing 100083,China);Status and development of environmental geophysics[A];[C];2007
9 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
10 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
Chinese Journal Full-text Database 10 Hits
1 LUO Hui-fen et al (College of Earth Sciences,Chengdu University of Technology,Chengdu,Sichuan 610059);Atmospheric Correction on ASTER Satellite Image Based on FLAASH Model[J];Journal of Anhui Agricultural Sciences;2009-17
2 LANG Feng-hua,GU Li-ze,YANG Yi-xian,NIU Xin-xin(State Key Laboratory of Networking and Switching Technology,Beijing University of Posts and Telecommunications,Beijing 100876,China);An Improved Combination Rule of Conflict Evidence[J];Journal of Beijing University of Posts and Telecommunications;2008-03
3 Pan Baozhi, Xue Linfu, Huang Buzhou, Yan Guijing, and Zhang Lihua College of Geo-Exploration Science and Technology, Ji Lin University, Changchun 130026, China. Qingdao Marine Geological Institute, Qingdao, 266071, China.;Evaluation of volcanic reservoirs with the "QAPM mineral model" using a genetic algorithm[J];应用地球物理(英文版);2008-01
4 PAN Bao zhi 1,LI Zhou bo 1,SHI Yu tian 2 (1.College of Geo-Exploration Science and Technology,Jilin University, Changchun 130026,China;2.College of Geophysics and Information Technology, China University of Geoscience, Beijing 100083,China);CHARACTERIZING FRACTURE INTENSITY OF IGNEOUS FORMATIONS BY FRACTAL DIMENSION OF RESIDUAL VARIATION OF LOGS[J];Journal of Changchun University of Science and Technology;2002-04
5 YANG Changbao, NIE Lanshi, SUN Pengyuan(College of GeoExploration Science and Technology, Jilin University, Changchun130026,China);A STUDY OF USING IMPROVED FUZZY NEUAL NETWORK TO FORECAST RESERVOIR PRODUCTIVITY[J];Journal of Changchun University of Science and Technology;2003-01
6 ZHANG Zhi-guo, YANG Yi-heng, XIA Li-xian (Institute of Mineral Resources Prediction of Synthetic Information, Jilin University, Changchun130026,China);Application of RPROP Algorithm to Well Logging Lithologic Identification[J];Journal of Jiling University (Earth Science Edition);2005-03
7 ZHOU Bo 1, LI Zhou-bo 2, PAN Bao-zhi 2 (1.Heilongjiang Institute of Science and Technology, Harbin150027,China; 2.College of GeoExploration Science and Technology, Changchun130026, China);A Study on Lithology Identification Methods for Volcanic Rocks[J];Journal of Jiling University (Earth Science Edition);2005-03
8 WEI Wen-xin PAN Jun XING Li-xin College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;A Study of Scaling with Remote Sensing Data and Geochemical Data and Application of Fusion[J];Journal of Jilin University(Earth Science Edition);2006-S2
9 HU Jian-wu,CHEN Jian-ping,ZHU Peng-feiSchool of the Earth Sciences and Resources,China University of Geosciences,Beijing 100083,China;Study on Oil Geological Anomalies of Lower Palaeozoic in the North Edge of the Middle and Lower Yangtze Area Based on the Evidence Weight Method[J];Journal of Jilin University(Earth Science Edition);2007-03
10 DING Qing-feng1,2,ZHANG Ben-long1,WANG Guan1,JIN Sheng-kai1 1.College of Earth Science,Jilin University,Changchun 130061,China 2.State Key Laboratory for Mineral Deposits Research,Department of Earth Sciences,Nanjing University,Nanjing 210093,China;Sb-Au Mineral Potential Mapping Based on Expert Weights of Evidence in North Bayan Har Metallogenic Belt in Qinghai Province[J];Journal of Jilin University(Earth Science Edition);2011-05
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 JING Rui,TANG Ru(College of Electrical & Information Engineering,Changsha University of Science & Technology,Changsha 410076,China);A Summary on the Status quo of Application Research on the Wide-Area Measurement System in China under the Background of Smart Grid[J];Electric Switchgear;2012-03
2 WANG Wei-feng1,GAO Bin1,WEI Ping-sheng2,PAN Jian-guo2,LI Fei1,YI Ze-jun1 (1.School of Geosciences,China University of petroleum,Qingdao 266555,China;2.Research Institute of Petroleum Exploration & Development-Northwest(NWGI),PetroChina,Lanzhou 730020,China);Research of volcanic reservoir characters and hydrocarbon accumulation models[J];Progress in Geophysics;2012-06
3 WANG Yao-hui1,JIANG Zhong-cheng1,SHI Dong-yang1,ZHU Chuan-qing2(1.BGP,CNPC in P.R.China,Zhuozhou 072751,China;2.State Key Laboratory of Lithospheric Evolution, Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China);Basement lithology lithofacies identification in the Kunse depression, Yili Basin: using the high-precision gravity,magnetic and electric data[J];Progress in Geophysics;2013-02
4 DENG Fei,WANG Qian,HU Qing-you,LUO Qiang(School of Electrical Engineering,Southwest Jiaotong University,Chengdu 610031,China);Information Model for Power Grid Fault Diagnosis Based on Coordination between IEC 61970 and IEC 61850[J];Journal of Electric Power;2013-02
5 WANG Hong-wei1,CHEN Tiao-sheng1,LIU Bao-xian1,2,WNAG Yong-gang1,LI-lei 1(1.Research Institute of Exploration and Development,Changqing Oilfield Company,PetroChina,Xi'an 710018,China; 2.National Engineering Laboratory of Exploration and Development of Low Permeability Oil/Gas Fields,Xi'an 710018,China);Seismic prediction of sand body in upper Paleozoic and new exploration breakthrough in the southwest Ordos basin[J];Progress in Geophysics;2013-04
6 ZHANG Chun-He;LIU Xue-Jun;HE Lan-Fang;HE Wei-Hui;ZHOU Yin-Ming;ZHU Yong-Shan;CUI Zhi-Wei;KUANG Xi-Han;Oil & Gas Survey CGS;BGP,China National Petroleum Corporation;814 Team,East China Mineral Exploration & Development Bureau;;A study of exploration organic rich shales using Time-Frequency Electromagnetic Method(TFEM)[J];Chinese Journal of Geophysics;2013-09
7 XIA Keqing;CHEN Genjun;LI Li;HUANG Wei;SONG Fuhai;WU Chenyang;NARI-Relays Electric Co.Ltd.;Fujian Electric Power Dispatch and Communication Center;;Real-time Analysis of Power Grid Fault Based on Multi-source Information Fusion and Its Application[J];Automation of Electric Power Systems;2013-24
8 Rong Jingguo;Zheng Ling;Suqian Power Supply Company,Jiangsu Provincial Electric Power Company;School of Control and Computer Engineering,North China Electric Power University;;Application of Multi-Source Information Fusion Technology in Fault Diagnosis of Power Transformer[J];Electric Power Science and Engineering;2013-11
9 GUO Lei;ZHANG Sheng-nan;ZHANG Lei;LIU Jia;CHEN Li;North Subsection of State Grid Corporation of China;Maintenance Branch of Chongqing Electric Power Corporation;China Electric Power Press;;Power transformer condition evaluation based on samples bootstrap method[J];Journal of Electric Power Science and Technology;2013-04
10 WANG Yong;CHEN Xue-guo;WANG Yue-lei;GUI Zhi-xian;Key Laboratory of Exploration Technologies for Oil and Gas Resources Ministry of Education Yangtze University;The Western Research Center of the Sinopec Company of Shengli Oilfield Branch;;Application of multiple post-stack seismic attributes in the prediction of carboniferous fracture in west Hashan[J];Progress in Geophysics;2014-04
China Proceedings of conference Full-text Database 1 Hits
1 HUANG Chun-hong(Xiamen Power Supply Bureau,Xiamen 361004,China);Smart Event Analysis and Notification Based on Panorama Model of Dispatch Domain[A];[C];2013
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Yanhua SHI Ge (School of Earth and Space Sciences,Peking University,Beijing,100871);Experimental Study on the Relations between Rock Resistivity and Temperature in Simulating In-situ Conditions[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2002-06
3 LU Wan yu, HUANG Sheng ren, QIN Shi yin (China University of Geosciences, Beijing 100083,China);USING THE CP-NETWORK TO IDENTIFY THE LITHOLOGY[J];Journal of Changchun University of Science and Technology;2002-01
4 Yan Haihan;Relationship Between Permeability and Factors "a" "m" in Archie Equation-Capillary Theory in The Study of Rock Resistivity[J];;1990-05
5 Mao Zhiqiang,Zhu Weihong and Wang Rujun. WLT. 1999, 23(6): 404~410;Experimental Study on the Genesis of Low Resistivity Pay Zone in North Region of Tarim Basin.[J];WELL LOGGING TECHNOLOGY;1999-06
6 Guan Jiteng, Fang Wenjing, Wang Yudou. WLT, 1999, 23(6):419~423;The Effect of Reservoir Characteristics on Archie Saturation Index.[J];WELL LOGGING TECHNOLOGY;1999-06
7 Deng Shaogui,Bian Ruixue,Liu Bingkai,et al. WLT,2000, 24(2):88-91;The Effect of Reservoir Temperature on the Parameters of Archie Formula.[J];WELL LOGGING TECHNOLOGY;2000-02
8 Xie Ranhong.;Log Interpretation Method of Oil & Gas Formation with Low Resistivity.[J];Well Logging Technology;2001-03
9 HAN Xue-hui 1,3 ,KUANG Li-chun2,DAI Shi-hua1,TAO Guo 1,3 (1. Xinjiang Well logging Company, Wulumuqi , Xinjiang 834000, China; 2. Xinjiang Oilfield Company, Wulumuqi, Xinjiang 834000,China; 3. Key Well Logging Laboratory, CNPC , Changping, Beijing 102249, China);Influence of Wettability on Calculations of Water Saturation in Pure Sandstone[J];Well Logging Technology;2004-06
10 Mao Zhiqiang, Lin Chunzeng, et al;The Effect of Wettability of Reservoir on the Log derived Water Saturation[J];WELL LOGGING TECHNOLOGY;1997-01
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