Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Progress in Geophysics》 2007-03
Add to Favorite Get Latest Update

Study on global optimization methods for wave equation inversion problems

SUN Wei-tao1,DONG Yuan2(1.ZHOU PEI-YUAN Center for Applied Mathematics,Tsinghua University,Beijng 100084,China;2.Department of Computer Science & Technology,Tsinghua University,Beijing 100084,China)  
The wave equation inversion in complex media is an important research in geophysics.This problem is usually described as objective function optimization,which has many difficulties such as multi-parameter,nonlinear in the parameter and ill-posedness.Both local-optimization and global-optimization methods are unable to achieve fast global optimization.This paper gives a brief introduction of theoretical foundation and research advances in seismic exploration inversion problem.The optimization solutions of inversion problem are discussed and the difficulties are analyzed.Finally,a new deterministic optimization method is presented.All the local optimization solutions(sets) can be determined after finite times of parameter space identification and partition procedures.Based on multi-scale landscape analysis of complex objective functions,a multi-scale parameter space partition method is proposed.The new method has a very fast convergence speed and the optimization solution is independent on the selection of initial solutions.This is a new research direction of nonlinear global optimization methods.
【Fund】: 国家自然科学基金(项目批准号:10402015);; 中国石油天然气集团公司创新基金(项目号:05E7010)联合资助
【CateGory Index】: P631.4
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 6 Hits
1 LU Peng-fei~1,GUO Ai-hua~1,YANG Chang-chun~2,LU Shuo~3, LI Bin~1,ZHUANG Dong-zhi~1,LI Yu-cun~1 (1.Research Institute for Exploration & Development.Jidong Oil field,Tangshan 063004,Petro China; 2.Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029; 3.Geophysics and Oil Resource Institute,Yangtze University,Hubei 434023);The research of acoustic impendence simulated annealing inversion in sand-shale inter-beddings[J];Progress in Geophysics;2011-05
2 JIANG Xin,CHEN Zheng-zhou,YU Sheng-fei,LIU Yu-hua(School of Earth Sciences and Engineering,Nanjing University,Nanjing 210093,China);Optimal Perturbation Algorithm and Its Application in the Pile Bearing Capacity Inversion[J];Journal of Disaster Prevention and Mitigation Engineering;2012-05
3 BI Ji-hong1,2,LIU Yun1,REN Hong-peng1(1.School of Civil Engineering,Tianjin 300072,China;2.Tianjin Key Laboratory of Civil Engineering Structures and New Materials,(Tianjin University),Tianjin 300072,China);The Application of Repeated Reflection Theory on calculating Seismic wave on the ground[J];Progress in Geophysics;2012-05
4 SHI WenPu1 LI CuiHua2 ZHANG ChunPing1 FANG ShiJie1 XU QinHua1(1.College of Electro-Mechanical and Engineering,Yantai University,Yantai 264005,China)(2.Educational Administration,Yantai Training College of High Mechanic,Yantai 264006,China);NEW STRATEGY IN SOLVING INVERSE SCATTERING PROBLEMS OF ELASTIC WAVES[J];Journal of Mechanical Strength;2011-06
5 Liu Juntian,Li Huaming,Qin Xinping,Liu Yuanping,Yan Ligang,Guo Lin.Research Institute of Exploration and Development,Tuha Oilfield Company,PetroChina,Hami 839009,China;Application of inversion technique in prediction of C_2k volcanic rocks in Niudong block.[J];Progress in Exploration Geophysics;2009-05
6 BAI Jun-yu1,WANG Xu-ben1,ZHOU Jun2(1.Chengdu University of Technology College of Information Engineering,Chengdu 610059,China;2.Jiangsu Seismological Bureau,Nanjing 210014,China).;THE REAL-CODED GENERALIZED GENETIC ALGORITHM IN MT DATA INVERSION[J];Computing Techniques for Geophysical and Geochemical Exploration;2009-04
【Citations】
Chinese Journal Full-text Database 10 Hits
1 Zhang Linbin Yao Zhenxing (Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100101);HYBRID OPTIMIZATION METHOD FOR INVERSION OF THE PARAMETERS[J];PROGRESS IN GEOPHYSICS;2000-01
2 YANG Wen-cai (Institute of Geology, Chinese Academy of Geological Sciences, Beijing 100037, China);Non-linear Geophysical Inversion Methods: Review and Perspective[J];Progress In Geophysics;2002-02
3 ZHANG Xin-bing, WANG Jia-lin, WU Jian-sheng(Institute of Marine and Earth Science, Tongji University, Shanghai 200092,China);Hybrid optimization algorithms' application present conditions and prospect in geophysics[J];Progress In Geophysics;2003-02
4 SHAO Ze-hui LI Zheng-wen XU Duo (Chengdu University of technology,Chengdu 610059,China);An Adaptive GA-BP optimal method for high resolution inverse[J];Progress In Geophysics;2004-04
5 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
6 YANG Xiao-chun, LI Xiao-fan, ZHANG Mei-gen (Institute of Geology and Geophysics Chinese Academy of Sciences, Beijing 100101, China);The fixed point principles of nonlinear seismic scattering inversion[J];Progress In Geophysics;2005-02
7 ZHAO Xian-sheng~(1), YAN Gang-feng~(2) (1.Chengdu University of Technology,Chengdu 610059,China;2.Nanjing University of Technology,Nanjing 210009,China);The experiment research of wave impedances mixed inversion's global optimized and coding[J];Progress In Geophysics;2005-03
8 YANG Guang-da~(1,2),CHEN Zhan-wen~(3) (1.School of Geophysics and Information technicology,China University of Geosciences,Beijing 100083,China;2.Exploration Department,Jilin Oilfield,Songyuan 138001,China;3.School of Resources and Information,China University of Petroleum,Beijing 102249,China);Multiscale syncretized acoustic impedance inversion using poststack seismic data[J];Progress In Geophysics;2005-03
9 LI Qiong,LI Yong,LI Zheng-wen,WU Cao-rong(Key Laboratory of Earth Exploration and Information Techniques of Ministry ofEducation,Chengdu University of Technology,Chengdu 610059,China);A seismic nonlinear inversion for apparent fracture density of hydrocarbon reservoir based on GA-BP theory[J];Progress in Geophysics;2006-02
10 Ji CHEN; YAO ZHEN-XING(Institute of Ceophysics,Acodemic Sinica, Beiling 100101. China);THE UNIFORM DESIGN OPTIMIZED METHOD FOR GEOPHYSICS INVERSION PROBLEM[J];Chinese Journal of Geophysics;1996-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 JIANG Zhong-yu,SUN Jian-zhong,ZHAO Chang-yao(1.Dept.of Mech.Engn,.Anhui University of Technology and Science,Wuhu 241000,China;2.Sch.of Civ.Engn.,Lanzhou Jiaotong University,Lanzhou 730070,China);Analysis of elastic sheet's load inverse problem[J];Journal of Anhui University of Technology and Science(Natural Science);2006-01
2 Wang Feng; Wang Xingtai; Yu Wanrui(Changchun University of Science and Technology, Changchun 130026);A HYBRID INVERSION METHOD USED SIMULATED ANNEALINGAND SIMPLEX IN THE RESISTIVITY MAP RECONSTRUCTION[J];JOURNAL OF CHANGCHUN UNIVERSITY OF SCIENCE AND TECHNOLOGY;1999-02
3 ZHAO Xian-sheng~1, LIANG Gui-rong~1, YAN Gang-feng~2, LUO Yun-xian~1, WU Ning-ping~11.College of Information Engineering, Chengdu University of Technology, Chengdu 610059, China;2.College of Automation, Nanjing University of Technology, Nanjing 210009, China;Wave impedances mixed inversion disposal system based on genetic algorithm[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-04
4 LIU Jie,ZHANG Yong-zhi(College of Geology Engineering and Geomatics,Chang'an University,Xi'an 710054,China);Fault slip velocity inversion by using the particle swarm optimization algorithm with GPS and gravity data[J];Science of Surveying and Mapping;2011-04
5 WANG Le-yang,ZHU Jian-jun(School of Info-Physics and Geomaics Engineering of Central South Univercity,Changsha 410083,China);The First Discussion to the Quantum Annealing Inversion in Geodetic Inversion[J];Geomatics & Spatial Information Technology;2007-01
6 LI Li 1 (1. College of Sciences, Yanshan University, Qinhuangdao, Hebei 066004, China);Uniform design algorithm for delay time corrections of sound wave[J];Journal of Yanshan University;2005-05
7 WEI Sheng-ji1,NI Si-dao1,Ozgun Konca2,Don Helmberger2,CHEN Yong1(1.Department of Earth and Space Science,University of Science and Technology of China,Hefei 230026,China;2.Seismolab Caltech,CA 91125,USA);Sensitivity Tests for Teleseismic Body Wave Finite Fault Inversion and its Application to the Wenchuan Earthquake[J];Earthquake;2010-03
8 Wang Leyang and Zhu Jianjun(Department of Surveying and Geomatics, School of Info-Physics and Geomatics Engineering, Central South University, Changsha 410083);GEODETIC INVERSION THEORY CONSTRAINED WITH INEQUALITY[J];Journal of Geodesy and Geodynamics;2008-01
9 Wang Leyang and Xu Caijun(School of Geodesy and Geomatics,Wuhan University,Wuhan430079);COMPARATIVE RESEARCH ON EQUALITY CONSTRAINT INVERSION AND JOINT INVERSION[J];Journal of Geodesy and Geodynamics;2009-01
10 HAN Xiao-jun, et al. (Chengdu Technology Institute, Chengdu 610059,China);Analysis of Influential Factors for Wave Impedance Inversion Results[J];Petroleum Geology & Oilfield Development in Daqing;2005-04
China Proceedings of conference Full-text Database 10 Hits
1 HAO JinLai~1,WANG WeiMin~(2,3,*) & YAO ZhenXing~1 1 Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China; 2 Institute of Tibetan Plateau Research,Chinese Academy of Sciences,Beijing 100085,China; 3 Key Laboratory of Continental Collision and Plateau Uplift,Chinese Academy of Sciences,Beijing 100085,China;Source process of the 2011 Mw9.0 Tohuko Japan earthquake[A];[C];2012
2 LI Qiong, LI Zheng-wen, QIAN Yi-xiong, WANG Xian-bin ( State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation. Chengdu University of Technology, Chengdu 610059, China; Western Branch of Petroleum Exploration and Production Research Institute, SINOPEC, Urumqi 830011, China);Seismic velocity character and Donghe sandstone reservoir prediction in Peri-Clinal Area around central Tarim[A];[C];2006
3 HE Yu-Mei ZHENG Tian-Yu SHAN Xin-Jian (Institute of Geology and Geophysics,Ch i nese Academy of Science,Beijing 100101,China);THE 1996 ARTUX,XINJIANG,EARTHQUAKE:A UNILATERAL-RUPTURE EVENT[A];[C];2001
4 ZHANG HONGBING YANG CHANGCHUN Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China;A CONSTRAINED IMPEDANCE INVERSION METHOD CONTROLLED BY REGULARIZED PARAMETERS[A];[C];2003
5 WANG WEIMIN YAO ZHENXING Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China;A STUDY ON THE 3D CRUSTAL STRUCTURE BENEATH TAIWAN BY TELESEISMIC TRANSFORM FUNCTION METHOD[A];[C];2003
6 YANG Xiao-chun,LI Xiao-fan,ZHANG Mei-gen (Institute of Geology & Geophysics,Chinese Academy of Science,Beijing 100101,China);Some Mathematical Prolems in Nonlinear Inversion of Seismic Wave[A];[C];2003
7 DING Ji-Cai~1,CHANG Xu~1,LIU Yi-Ke~1,WANG Chang-Yong~2 1 Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China 2 Sinopec International Petroleum Exploration and Production Corporation,Beijing 100083,China;Layer by layer waveform inversion of seismic reflection data[A];[C];2008
8 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
9 HAO Tian-yao,YANG Chang-chun,LIU Hong, SONG Hai-bin,JIANG Wei-wei (Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China);Integrated geological and geophysical study for pre-cenozoic hydrocarbon resources in the circum-bohai area[A];[C];2008
10 TIAN Bao-Feng~1,LI Juan~1,WANG Wei-Min~2,ZHAO Lian-Feng~1,YAO Zhen-Xing~1 1 Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China 2 Institute of Tibetan Plateau Research,Chinese Academy of Sciences,Beijing 100085,China;Crust anisotropy of Taihangshan mountain range in north China inferred from receiver functions[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Hou Anning He Qiaodeng;REVERSE-TIME MIGRATION OF VERTICAL SEISMIC PROFILING (VSP) DATA[J];;1990-02
2 WANG Pujun1,CHI Yuanlin2,LIU Wanzhu1, CHENG Rihui1,SHAN Xuanlong1,REN Yanguang2 (1.College of Earth Sciences, Jilin University, Changchun130026, China;2.Daqing Exploration & Development Institute, Daqing163712, China);VOLCANIC FACIES OF THE SONGLIAO BASIN: CLASSIFICATION, CHARACTERISTICS AND RESERVOIR SIGNIFICANCE[J];Journal of Changchun University of Science and Technology;2003-04
3 WANG Pu-jun~1, WU He-yong~2, PANG Yan-ming~2, MEN Guang-tian~2, REN Yan-guang~2, LIU Wan-zhu~1,BIAN Wei-hua~1 1.College of Earth Sciences, Jilin University, Changchun 130061, China 2.Daqing Exploration &Development Instiute, Daqing, Heilongjiang 163712, China;Volcanic Facies of the Songliao Basin:Sequence,Model and the Quantitative Relationship with Porosity & Permeability of the Volcanic Reservoir[J];Journal of Jilin University(Earth Science Edition);2006-05
4 Yin Cheng, Zhou Xixiang, Zhong Benshan, Jiang Yule, He Changli (Chengdu University of Technology, China);HYBRID PARALLEL SEARCH STRATEGIES AND THEIR APPLICATIONS TO RESIDUAL STATICS[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;1997-02
5 JIN Zhen kui ZOU Yuan rong JIANG Chun lei YOU Wei feng (CNPC Key Research Laboratory,University of Petroleum,Changping Beijing 102249);Distribution and Controlling Factors of Ordovician Karst Reservoirs in Dagang Region[J];Acta Sedimentologica Sinica;2001-04
6 SHI Wenpu1,LIU Yingxi1,GONG Huarong2,LI Cuihua2 (1Department of Engineering and Mechanics Dalian University of Technology,Dalian 116023,China; 2Yantai Training School of High Mechanic,Yantai 264001,China);Application of 0.618 method in solving unconstrained multiple variable optimizetion[J];Journal of Northeast Normal University (Natural Science Edition);2003-02
7 Li Sitian (China University of Geosciences, Wuhan 430074);ON FUNDAMENTAL SYSTEM OF BASIN ANALYSIS[J];;1992-S1
8 Deng Shikun (China University of Geosciences, Wuhan 430074);APPLICATION OF KIRCHHOFF INTEGRAL MIGRATION METHOD TO PROCESSING GPR IMAGE[J];;1993-03
9 Gu Hanming Jiang Tao Wang Jiaying (Faculty of Applied Geophysics, China University of Geosciences, Wuhan430074)$$$$;IMPROVEMENT OF FAST SIMULATED ANNEALING ALGORITHM AND ITS APPLICATION TO INVERSION OF AVO LITHOLOGICAL PARAMETERS[J];;1999-04
10 Lin Changsong 1 Pan Yuanlin 2 Xiao Jianxin 1 Kong Fanxian 2 Liu Jingyan 1 Zheng Herong 2 (1. Department of Energy Resources, China University of Geosciences, Beijing100083, China; 2. Shengli Oil Administration Bureau, Dongying257001, China);STRUCTURAL SLOPE-BREAK ZONE: KEY CONCEPT FOR STRATIGRAPHIC SEQUENCE ANALYSIS AND PETROLEUM FORECASTING IN FAULT SUBSIDENCE BASINS[J];;2000-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CHEN Xiang-bin,LU Qing-tian,ZHANG Kun (Institute of Mineral Resources,Chinese Academy of Geological Sciences,Beijing 100037,China);Review of magnetotelluric data inversion methods[J];Progress in Geophysics;2011-05
2 CHEN Yong-bo,PAN Jian-guo,GAO Jian-hu,BAI Xiao-yin,YIN Lu,XU Duo-nian,CHEN Xue-zhen,WANG Bin(Research Institute of Petroleum Exploration & Development-Northwest,PetroChina,LanZhou 730020,China);The key technology and application research of lithology reservoir——An example from FU 11 well area in eastern Junggar basin[J];Progress in Geophysics;2012-04
3 YANG Li-qiang,WU Chang-wu,DONG Ning(Exploration and Production Research Institute,SINOPEC,Haidian 100083,Beijing,China);Application of stochastic inversion based on simulated annealing algorithm for sand body prediction[J];Progress in Geophysics;2013-01
4 CHUAI Yuan-yuan,WANG De-ying,YU Hai-bo,YANG Hai-feng,WANG Guo-qiang (Tianjin Branch of CNOOC Ltd.,Tianjin 300452,China);Research on the key technology of identification and description for iithologic traps in Neogene,Shijiutuo uplift in Bohai[J];Progress in Geophysics;2013-01
5 CAO Jian-hua1,QIU Zhi-hai2,GUO De-hai2,WANG Xiang-yang2(1.School of the Earth Sicence and Resources,China University of Geoscience,Beijing 100083,China; 2.Geoseismic Signal Corporation,Beijing 100102,China);Post-stack seismic spectral-inversion technique and its application[J];Progress in Geophysics;2013-01
6 PAN Wenqing1,ZHANG Wei2,3,YU Hongfeng1,YU Hongjiao2,ZHANG Zhenghong1,GUAN Ping2,,JIAN Xing2 1.Research Institute of Exploration and Development,Tarim Oil Field Company,PetroChina,Kuerle 841000;2.The Key Laboratory of Orogenic Belts and Crustal Evolution(MOE),School of Earth and Space Sciences,Peking University,Beijing 100871;3.PetroChina Research Institute of Petroleum Exploration and Development,Beijing 100083;;Study of the Genesis of Permian Volcanic Reservoir in Yuenan Region Tarim Basin[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2013-04
7 SI Wen-peng1,WEI Jian-xin2,DI Bang-rang2,WANG Yi-chuan1(1.College of Geophysics and Information Engineering,China University of Petroleum(Beijing),Beijing 102249,China; 2.CNPC Key Laboratory of Geophysical Exploration,China University of Petroleum(Beijing),Beijing102249,China);Methods of making artificial sandstone and its acoustic properties[J];Progress in Geophysics;2013-04
8 SANG Hong1,ZHANG Wei2,3,WANG Yue-ran1,GUAN Ping2,XU Yan-long1, YU Hong-jiao2,ZHU Hai-yan1,JIAN Xing2,WANG Hai-yan1,FENG Fan2,LIU Rui-juan2(1.Research Institute of Exploration and Development,Tarim Oil Field Company,PetroChina,Korla 841000,China; 2.MOE Key Laboratory of Orogenic Belts and Crustal Evolution,School of Earth and Space Sciences,Peking University, Beijing 100871,China;3.Research Institute of Petroleum Exploration & Development,PetroChina,Beijing 100083,China);Characteristics of Permian Volcanic Rock Reservoir in North Tarim Basin[J];Natural Gas Geoscience;2012-03
9 LI Jian(China Railway Eryuan Engineering Group Co.Ltd,Chengdu,Sichuan 610031,China);Discussion of Geophysical Exploration Pattern for the Railway Tunnel[J];Journal of Railway Engineering Society;2013-02
10 LEI Hai-yan1,LIU Cheng-zhi1,HE Ren-zhong2a,WANG Xin2a,CHEN Xuan2b,YU Hai-shan1(1.College of Earth Science,Northeast Petroleum University,Daqing,Heilongjiang 163318,China;2.Tuha Oilfield Company,PetroChina,a.Exploration Department,b.Research Institute of Exploration and Development,Hami,Xinjiang 839009,China);Diagenesis of Volcanic Rocks and Its Effects on Physical Properties of Reservoirs of Kalagang Formation in Malang Sag of Santanghu Basin[J];Xinjiang Petroleum Geology;2011-05
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Wang Feng; Wang Xingtai; Yu Wanrui(Changchun University of Science and Technology, Changchun 130026);A HYBRID INVERSION METHOD USED SIMULATED ANNEALINGAND SIMPLEX IN THE RESISTIVITY MAP RECONSTRUCTION[J];JOURNAL OF CHANGCHUN UNIVERSITY OF SCIENCE AND TECHNOLOGY;1999-02
2 CHEN Hua gen, WU Jian sheng, WANG Jia lin (Key Laboratory of Marine Geology, Tongji University,Shanghai 200092,China);RESEARCH IN MODIFIED SIMULATED-ANNEALING GRAVITY INVERSION[J];Journal of Changchun University of Science and Technology;2002-03
3 Guo Ke, Xu Zeyin (Chengdu University of Technology, China);THE STUDY OF AN IMPROVEMENT ON THE GENETIC NEURAL NETWORK ALGORITHM[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;1998-04
4 Yang Long, Du Yajun (Chengdu University of Technology, China);A VISUAL RESEARCH INTO BP NEURAL NETWORK AND BP INTELLIGENCE ALGORITHMS[J];JOURNAL OF CHENGDU UNIVERSITY OF TECHNOLOGY;1998-S1
5 LIU Ying\|xi 1,2 , WANG Deng\|gang 1,2 , LI Shou\|ju 1,2 , WANG Hai\|ju 1,2 ( 1. Dept. of Eng. Mechanics, Dalian Univ. of Technol, Dalian 116024, China; 2. State Key Lab. of Struct. Anal. for Ind. Equip., Dalian Univ. of Techno;New method for identifying elastic modulus of concrete gravity dam[J];JOURNAL OF DALIAN UNIVERSITY OF TECHNOLOGY;2000-02
6 Shi Xueming Wang Jiaying (Department of Applied Geophysics, China University of Geosciences, Wuhan430074);ONE DIMENSIONAL MAGNETOTELLURIC SOUNDING INVERSION USING SIMULATED ANNEALING[J];;1998-05
7 Zhao Hanqing (Institute of Exploration & Development, Daqing Petroleum Petroleum Administrative Bureau);FORMATION CORRELATiON OF FLUVIAL-DELTAICDEPOSITiON IN DAQING OIL FIED[J];Petroleum Geology & Oilfield Development in Daqing;1988-04
8 Yang Wencai (Beijng Computer Center of Geology, Beijng, 100083);METHODS AND PROBLEMS IN SEISMIC INVERSION OF NONLINEAR WAVE EQUATIONS[J];Progress In Geophysics;1992-01
9 Yao Zhenxing; Zhang Linbin(Institute of Geophysics,Chinses Academy of Sciences,Beijing 100101);HYBRID OPTIMIZATION METHOD FOR ACOUSTIC IMPEDANCE INVERSION[J];PROGRESS IN GEOPHYSICS;1999-02
10 Zhang Linbin Yao Zhenxing (Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100101);HYBRID OPTIMIZATION METHOD FOR INVERSION OF THE PARAMETERS[J];PROGRESS IN GEOPHYSICS;2000-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved