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《Science of Surveying and Mapping》 2011-06
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GM(1,1) model of time sequence variation regression

CHEN Xi-jiang①,LU Tie-ding②(①School of Geological Science and Surveying Engineering,East China Institute of Technology,Jiangxi Fuzhou 344000,China;②School of Geodesy and Geomatics,Wuhan University,Wuhan 430079,China)  
In the paper,the residual was proposed to introduce to time sequence in view of the residual that was caused by ash parameter and background value in the prediction model of GM(1,1).Time sequence was been taken variation.Different curve regression equations were used to estimate the variation time sequence.It chose the best regression equation as variation time sequence prediction equation of GM(1,1) based on the error analysis of the different estimation results.And it used prediction results as variable k of GM(1,1).The example showed that GM(1,1) model of time sequence variation regression had high accuracy of simulation and prediction.
【Fund】: 国家自然科学基金资助项目(40874010);; 江西省自然科学基金资助项目;; 江西省教育厅科技资助项目;; 地球空间环境与大地测量教育部重点实验室开放基金资助项目(080101)
【CateGory Index】: P207
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【Citations】
Chinese Journal Full-text Database 4 Hits
1 WANG You-liang①②,TANG Yue-gang①(①China University or Mining and Technology,Beijing 100083,China;②College of information science and engineering Shandong Agricultural University,Taian 271018,China);Curve fitting and GM(1,1) model subsidence forecast and relevant analysis[J];Science of Surveying and Mapping;2008-03
2 ZHOU Shijian 1 LAI Zhikun 2 ZANG Deyan 1 LU Tieding 1 (1 Dept.of Surveying,East China Institute of Technology,14 West Huancheng Road,Fuzhou,China,344000) (2 School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wu;Weighted Grey Prediction Model and Implement of Its Computation[J];Editoral Board of Geomatics and Information Science of Wuhan University;2002-05
3 WANG Kongzheng 1 (1 Department of Civil Engineering, Zhejiang University, 38 Zheda Road, Hangzhou 310027, China);Time-Varying Parameter PGM (1, 1) Deformation Prediction Model and Its Applications[J];Editorial Board of Geomatics and Information Science of Wuhan University;2005-05
4 Li Xican 1\ Li Li 2 1(Shandong Hydraulic Engineering Institute, Tai'an 271000) 2(Shandong Binzhou City Water saving Office, Binzhou 256612);GM(1,1) Model of Time Sequence Error[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;1998-10
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 CHAO Lin-hai et al(Agricultural Committee of Suzhou City,Suzhou,Anhui 234000);Grey Prediction Model Research of the Last Frost Date Based on Time Series Residual Error Identification[J];Journal of Anhui Agricultural Sciences;2009-16
2 XU Chang-rong et al(Faculty of Architectural and Mapping Engineering,Jiangxi University of Science and Technology,Ganzhou,Jiangxi 341000);The Study of Geometric Distribution of Datum Points to the Accuracy of the Impact in GPS Control Network[J];Journal of Anhui Agricultural Sciences;2011-03
3 YU Wen-hua1,CHEN Yang2,WANG Yong1,ZHANG Jian1(1.School of Technology,Beijing Forestry University,Beijing 100083;2.Beijing Continental Technology Co.,Ltd.,Beijing 100013);Design and development of automatic positioning system for forest fire based on GIS[J];Journal of Anhui Agricultural University;2009-03
4 LI Jian-min1,MENG Qing-xia2(1.Dept.of Management Engineering,Navy University of Engineering,Wuhan 430033,China;2.Dept.of Economics & Management,Jingmen Vocational & Technical College,Jingmen 448000,China);Application of Grey System Theory in Remanent Life Prediction for Warship Equipment[J];Ordnance Industry Automation;2009-05
5 CHEN Ben-fu (Department of Geosicence and Resource Information,East China Institute of Technology,Fuzhou 344000,China);Discussions on the Quality of the Surveying Adjustment's Teaching[J];Beijing Surveying and Mapping;2007-01
6 WANG Nuan-tang (The center of testing,China railway 16th group Co.,Ltd.,Beijing 100018 Chian);Research on the Optimization And Error Estimation of the Tunnel Transfixion Survey for High-speed Railway[J];Beijing Surveying and Mapping;2009-03
7 SUN Tong-he(Mining Engineering Institute,Inner Mongolia University of Science and Technology,Baotou 014010,China);Gross Error Elimination Based on the Weight Iteration of Posterior Variance Estimation[J];Beijing Surveying and Mapping;2010-03
8 JIANG Liu-tao(Shannxi Railway Institute,Weinan Shanxi 714000,China);Matlab and Other Software Application in the Solution of the Nonlinear Equations in the Condition Adjustment Process[J];Beijing Surveying and Mapping;2010-04
9 Wang Hui chao SUN Ying;Trigonometric vertical distancemeasurement analysis by the method of freedom setting station[J];Beijing Surveying and Mapping;2011-01
10 ZHANG Jun1 LI Yi-xu2(1.College of Mining,Gui zhou university,Gui yang,550003,China;2.Agricultural College of Gui zhou university,Gui yang,550025,China);Discussion on Some Detail Problems in the Teaching of Error Theory and Foundation of Surveying Adjustment[J];Beijing Surveying and Mapping;2011-01
China Proceedings of conference Full-text Database 10 Hits
1 YE Xiao-ming~1 LING Mo~2 ZHOU Qiang~3 1.School of Geodesy and Geomatics,Wuhan University,Key Laboratory of Precise Engineering & Industry Surveying,State Bureau of Surveying and Mapping,Wuhan 430079 2.Institute of Seismology,CEA.Crustal Movement Laboratory,Wuhan 430071 3.Hubei Institute of Measurement and Testing Technology,Wuhan 430071;The Comment about Measurement Uncertainty and Precision of Geodesy[A];[C];2009
2 Bai-Hong Zhang Kong-Feng Xie Yi-Ting Lv Institute of Chemical Defense,Beijing,102205;Based on the gray-Markov chain forecast Model of anti-chemical warfare equipment support resources consumption forecast[A];[C];2008
3 Dong Jie Dong Yun-feng (School of Astronautics,Beijing University of Aeronautics and Astronautics,Beijing 100083);Ballistic Trajectory Prediction Based on Improved Grey Model of TBM[A];[C];2008
4 Cui Zhao-hui~1 Liu Xian-lin~1 Wang Ming-dong~(1,2) Yu Ji-lai~2(1.School of Electric Engineering,Zhengzhou University,Zhengzhou 450002,Henan Province,China;2.Department of Electrical Engineering,Harbin Institute of Technology,Harbin 150001,Heilongjiang Province,China);SIMULATION OF SYNCHRONOUS GENERATOR USING GREY PREDICTION EXCITATION CONTROL[A];[C];2006
5 Zhang Minghu~1 Bao Jingyang~1 Zhu Sen~1 Pang Guicang~2 Liu Houguang~3 (1 Dept.of Underwater Weaponry and Chemical Defense Dalian Naval Academy Dalian 116018 China; 2 Headquarters of Unit 92373 Dalian 116015 China; 3 Unit 92337 Dalian 116015 China);Adjustment of Indirect Observations in the Analysis of Polynomial Regression on Nuclear Exploding Yield Detection Models[A];[C];2008
6 Zhang Zheng,Liang Xiuying (SINOMA Geological Engineering Exploration Academy,Beijing 100102,China);Analysis and Comparison of Several Horizontal Displacement Monitoring Methods for the Side Slope of Deep Foundation Ditch[A];[C];2009
7 Luo Xiwen, Zhao Zuoxi, Zhou Zhiyan, Zhang Zhigang (South China Agricultural University, Guangzhou 510642, China);Study on the Map-matching-based Algorithm of Fuzzy Correction for the Intelligent Farming Chassis[A];Chinese Society of Agricultural Engineering[C];2005
8 LIU Zhi-ping HE Xiu-feng (Hohai University,Institute of Satellite Navigation & Spatial Information System,Nanjing 210098,China);Chaos Optimization of Extended Grey Model(1, M)and its application in slope monitoring[A];[C];2007
9 XU Da-hong,LI Kui College of Computer Jiangsu University Zhenjiang,JiangSu Province,China;Short-term Traffic Flow Forecasting Based on Grey Oscillation Sequences Modeling[A];[C];2010
10 Wang Liang,Wang Bingwen,Guo Yiping Department of Control Science and Control Engineering,Huazhong University of Science and Technology,Wuhan 430074,P.R.China;The Research of Coefficient Quantization Error in Digital Control System Based on Gray System Theory[A];[C];2007
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Yin Hui, Chen Yongqi, Zhang Yan (School of Geo science and Surveying Engineering, WTUSM, 39 Luoyu Road, Wuhan, China, 430070);MULTI POINT DEFORMATION PREDICTION MODEL WITH POOR DATA INFORMATION AND ITS APPLICATION[J];ACTA GEODAETICA ET CARTOGRAPHICA SINICA;1997-04
2 Zhang Deyan (Department of survey, East China Geological Institute ,Linchun ,JX 344000)Gu changshen(The Country Bureau of Qinyuan,Guangdong,512500);Gray Model Prediction of the Seawall Profile Survey in the First Process of Qingshan Nuclear Power Plant[J];JOURNAL OF EAST CHINA GEOLOGICAL INSTITUTE;1998-02
3 Chen Weiqing(College of Civil and Architectural Engineering,Guangxi University);Application of Deformation Analysis and Prediction Technique of Buildings Settlement[J];Site Investigation Science and Technology;2007-03
4 WANG Jin zhu (Dep. Math. of Shanxi Institute of Education, Shanxi Xian 710061);STUDY ON ESTIMATION OF TIME-VARYING PARAMETER OF GREY MODEL[J];JOURNAL OF QINGDAO UNIVERSITY ENGINEERING & TECHNOLOGY EDITION;2000-02
5 WANG You-ling 1,SU Dao-wu 2,XU jun 4,QI Jian-guo 1,YAO bing 3,DOU Zhong-shan 5 (1.College of information science and engineering Shandong Agricultural University, Taian 271018 ,China; 2.Donge Water bureau , Donge 252200,China;3.Vocational Institute of Lunan, Tancheng 276100,China; 4.The Taishan construction supervisor consultation Co.of Taian city,Taian 271000,China; 5.Zibo Zhangdian the water conservancy surveys to design room,Zibo 255090,China);OBSERVATION AND ANALYSIS OF THE DEFORMATION OF TAISHAN SANITARY HIGH BUILDING[J];Journal of Shandong Agricultural University;2004-02
6 Sun Yongli;Observation on Settlement of Science and Technique Mansion at Nakai University as well as Analysis on Observation Achievement[J];Railway Investigation and Surveying;2007-02
7 ZHOU Shijian 1 LAI Zhikun 2 ZANG Deyan 1 LU Tieding 1 (1 Dept.of Surveying,East China Institute of Technology,14 West Huancheng Road,Fuzhou,China,344000) (2 School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wu;Weighted Grey Prediction Model and Implement of Its Computation[J];Editoral Board of Geomatics and Information Science of Wuhan University;2002-05
8 Yin Hui; Ding Jiongwang Zhang Yan;Tang Conrad(School of Geo-science and Surveying Engineering,WTUSM, 39 Luoyu Road, Wuhan, China,430070);Integrated Dynamic Forecasting by Grey Numbers of IdenticalDimensions and its Application in Deformation Forecasting[J];JOURNAL OF WUHAN TECHNICAL UNIVERSITY OF SURVEYING AND MAPPING(WTUSM);1996-01
9 MI Hong-yan;JIANG Xing-hua(Faculty of Land Resource Engineering,Kunming University of Science and Technology,Kunming Yunnan 650093,China);Application of the Grey Model GM(1,1) to Forecast of Building Settlement[J];Journal of Southwest Forestry College;2007-01
10 ZHANG Yi ping, YU Ya nan, ZHANG Tu qiao (Department of Civil Engineering, Zhejiang University, Hangzhou 310027,China);Study on time-dependent parameter model of settlement prediction with applications[J];Journal of Zhejiang University(Engineering Science);2002-04
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