Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Mathematics in Practice and Theory》 2013-16
Add to Favorite Get Latest Update

Modeling of DGM(1,1) Based on Random Oscillatory Sequences and Its Application

YANG Fen;GUAN Ye-qing;ZENG Bo;LIU Hua;School of Economics and Management,Nanjing University of Aeronautics and Astronautics;Chongqing Key Laboratory of E-commerce Commerce & Supply Chain System,Chongqing Technology and Business University;  
Considering the effect that directly modeling and forecasting with non-monotone,strong fluctuations of random oscillation sequences not ideal,the article through further mining the nature of translate transform and geometry average transform,proved translate transform and geometry average transform could make random oscillation sequences more consistent with the modehng conditions of DGM(1,1) and building modehng steps of DGM(1,1) based on random oscillation sequence.A cases has been used'for validating the model's effectiveness,and it showed this method can improve DGM(1,1) model of forecast precision,expand DGM(1,1) model of application range.
【Fund】: 国家自然科学基金(71271226);; 中央高校基本科研业务费专项资金;; 南京航空航天大学研究生创新基地(实验室)开放基金项目(KFJJ120128)
【CateGory Index】: N941.5;O242.1
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 10 Hits
1 XIE Nai-ming,LIU Si-feng(College of Economic and Management,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China.);Research on the affine properties of discrete grey model[J];Control and Decision;2008-02
2 TAN Guan-jun (College of Mechanical and Electrical Engineering, Central South University of Technology, Changsha 410083);The Structure Method and Application of Background Value in Grey System GM(1,1) Model (Ⅰ)[J];SYSTEMS ENGINEERING-THEORY & PRACTICE;2000-04
3 WANG Yi\|nao\+1, LI Wan\|qing\+2, WANG Ben\|yu\+3, CHEN Mian\|yun\+4 (1. Wenzhou University, Wenzhou 325027, China; 2. Hebei Institute of Architectural Science & Technology, Handan 056038, China; 3. Jilin University, Changchun 130012, China; 4. Huazhong;The Modeling Method of GM(1,1) with a Step by Step Optimum Grey Derivative's Whiting Values[J];Systems Engineering-theory & Practice;2002-09
4 XIE Nai-ming, LIU Si-feng(College of Economic&Management,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Discrete GM(1,1) and Mechanism of Grey Forecasting Model[J];Systems Engineering-theory & Practice;2005-01
5 YAO Tian-xiang~1,LIU Si-feng~2 (1.College of Economics and Management,Nanjing University of Information Science and Technology,Nanjing 210044,China; 2.College of Economics & Management,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Characteristics and optimization of discrete GM(1,1) model[J];Systems Engineering-Theory & Practice;2009-03
6 QIAN Wu-yong,DANG Yao-guo (College of Economics & Management,Nanjing University of Aeronautics & Astronautics,Nanjing 210016,China);GM(1,1) model based on oscillation sequences[J];Systems Engineering-Theory & Practice;2009-03
7 XIE Nai-ming,LIU Si-feng(Coll.of Economic & Management,Nanjing Univ.of Aeronautics and Astronautics,Nanjing 210016,China);Research on the non-homogenous discrete grey model and its parameter's properties[J];Systems Engineering and Electronics;2008-05
8 WANG Zheng-xin1,DANG Yao-guo2,PEI Ling-ling2 (1.School of Economics and Management,Zhejiang Normal University,Jinhua 321004,China; 2.College of Economics and Management,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Modeling approach for oscillatory sequences based on GM(1,1) power model[J];Systems Engineering and Electronics;2011-11
9 ZHAO Yu-zhe,WU Chun-you(School of Management,Dalian University of Technology,Dalian 116024,China);GM(1,1) Model of Grey Oscillation Sequences and Its Application to Urban Water Consumption Forecasting[J];Operations Research and Management Science;2010-05
10 GUAN Ye-qing,LIU Si-feng (College of Economics & Management,Nanjing University of Aeronautics & Astronautics,Nanjing 210016,China);Study on the Weakening Buffer Operator Sequence[J];Chinese Journal of Management Science;2007-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 MEN Ke-pei et al(College of Mathematics and Physics,Nanjing University of Information Science and Technology,Nanjing,Jiangsu 210044);Entropy Assessment and Grey Forecast of Regional Economy in Jiangsu Province[J];Journal of Anhui Agricultural Sciences;2007-29
2 MEN Ke-pei et al (Nanjing University of Information Science & Technology,Nanjing,Jiangsu 210044);Study on the Prediction of Cultivated Land Area in China Based on the Improved MGM Model[J];Journal of Anhui Agricultural Sciences;2009-05
3 XIAO Yancai1,CHEN Xiuhai2,ZHU Hengjun1(1.School of Mechanical and Electronic Control Engineering,Beijing Jiaotong University,Beijing 100044,China;2.Beijing Electric Power Corporation,Beijing 100031,China);Improved Discrete Grey Model and Its Application[J];Journal of Beijing Jiaotong University;2008-01
4 CHEN Liang1,TIAN De-bao2 1.School of P.E.& Sports Science,Qufu Normal University,Qufu 273165,China;2.Dept.of P.E.,Binzhou College,Binzhou 256600,China.;The Application Research of the Reconstructed GM(1,1) Model of Background Value in Sports[J];Journal of Capital Institute of Physical Education;2006-06
5 MA Ping1,ZHANG Yinhui2,YUE Qiang3,YANG Yinsheng3(1.Food college,Heilongjiang August Frist Land Reclamation University,Daqing 163319;2.Shenzhen Polytechnic Col-lege,Shenzhen 518055;3.College of Biological and Agricultural Engineering,Jilin University,Changchun 130022);Study on the integrated GM(1,1) model[J];Journal of Changchun University of Science and Technology(Natural Science Edition);2008-02
6 XIONG Pingping1,2,DANG Yaoguo1,SHU Hui3,CUI Jie1(1.College of Economics and Management,Nanjing University of Aeronautics and Astronautics,Nanjing 210016; 2.College of Mathematics and Physics,Nanjing University of Information Science and Technology,Nanjing 210044; 3.College of Mathematics and Physics,Nanjing University of Posts and Telecommunications,Nanjing 210003);Research on Characteristics of Grey Verhulst Model Based on Multiple Transformation[J];Journal of Changchun University of Science and Technology(Natural Science Edition);2012-01
7 HU Ying-dong,SUN Yong-rong,YU Jie-jie,XIONG Zhi(College of Automation Engineering,Nanjing University of Aeronautics & Astronautics,Nanjing 210016,China);Research on building deformation based on multi-antenna GPS[J];Transducer and Microsystem Technologies;2008-11
8 SUN Ze-xin,PANG Yi-qun,HUANG Teng(College of Civil Engineering,Hohai University,Nanjing 210098,China);Application of improved grey model for forecasting subsidence of the engineering buildings[J];Engineering of Surveying and Mapping;2010-03
9 DENG Yong-he(Architecture Department,Lishui College,Lishui 323000,China);Comparison study on equidistant sequence GM(1,1) model based on equation[J];Science of Surveying and Mapping;2011-04
10 HU Rong,ZHUANG Qiong-jian,ZHU Lan,FU Yang(Shanghai Key Laboratory of Power Station Automation Technology,Shanghai University of Electric Power,Shanghai 200090,China);Application of improved discrete grey model in medium-long term power load forecasting[J];Journal of Electric Power Science and Technology;2009-04
China Proceedings of conference Full-text Database 10 Hits
1 Hu Hongyu,Zhu Jianjun,Di Qiang (1.College of Economics and Management,Nanjing University of Aeronautics &Astronautics, Nanjing,210016,China);Study on the multi-stage group decision making based on time value and punishment mechanism[A];[C];2009
2 Xiangyan Zeng~1,Xinping Xiao~2 1.College of Mathematics and Computational Science,Guilin University of Electronic Technology,Guilin 541004 2.College of Science,Wuhan University of Technology,Wuhan 430063,China;A New Method of Building Grey Forecasting Model[A];[C];2009
3 MEN Ke-pei,JIANG Liang-yu,ZHU Hong-ting (College of Mathematics & Physics,Nanjing University of Information Science & Technology,Nanjing 210044,China);PREDICTION OF CHINA'S POPULATION DEVELOPMENT[A];[C];2008
4 Liu Kan Tian Xin-xin Lin Yuan Yin Bang-kun (WUHAN ORDNANCE N.C.O ACADEMY OF PLA,Hubei,Wuhan,430075);Discrete GM(1,1)Model of Original Data[A];[C];2010
5 Kan LIU,Xinxin TIAN Wuhan ordnance N.C.O academy of PLA,Wuhan,China;Simpson Integration Formula Based on Forecast of Optimization[A];[C];2011
6 MI Chuan-min~1 WU Zheng-peng~(1,2) YUAN Xue-mei~1 WANG Jian-ling~1 (1.College of Economics and Management,Nanjing University of Aeronautics and Astronautics,Nanjng 210016,China,2.Department of Applied Mathematics,Beijing Broadcasting Institute,Beijing 100024,ChinaCorrespondent:MI Chuan-min,;Study on the Sequence of Strengthening Buffer Operator based on Back Cumulative-sum Method[A];[C];2008
7 YAO Tian-xiang Nanjing University of Aeronautics and Astronautics Nanjing 210016;The Properties and Extension of Discrete Grey Prediction Model[A];[C];2008
8 Dahong Hu Yong Wei Ying Shen college of math and information,China West Normal University,Nanchong,Sichuan 637002,;Optimization Integrated Background Value with Parameter for GM (1,1) Combination Model[A];[C];2008
9 Jian-hua Liu Yong Wei Bo Li (College of Mathematics and Information,China West Normal University,Nanchong,Sichuan,637002);Preliminary Search of The Higher Step Discrete Grey Model[A];[C];2008
10 Chunwang Ruan Xinping Xiao Wuhan University of Technology Wuhan 430063;The Improvement of GM(1,1) Method and Its Application Based on the Complex Trapezoid Formula[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Luo Dang, Liu Sifeng, Dang Yaoguo (College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China)[;The Optimization of Grey Model GM (1,1)[J];Engineering Science;2003-08
2 Liu Bin 1,2 ,Liu Sifeng 1,Dang Yaoguo 1,2 (1.College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China; 2.Henan Agricultural University, Zhengzhou 450002, China)[;The Time Sequence Data Mining Techniques Based on Grey System Theory[J];Engineering Science;2003-09
3 SHEN Ji hong 1, SHANG Shou ting 2, ZHAO Xi ren 3 (1. Dept. of Applied Mathematics, Harbin Engineering University, Harbin 150001, China; 2. Dept. of Mathematics, Harbin Institute of Technology, Harbin 150001, China; 3. Automation College, Harbin E;Functional transformation GM(1,1) model constructed for ship pitching[J];Journal of Harbin Institute of Technology;2001-03
4 Xiang Yuelin (Dongkuo Environmental Protection Agency,Hunan 422300);A Fit Modelling Method for GM(1,1) Grey Swing Sequence and its Application[J];Environmental Protection of Chemical Industry;1998-05
5 Wang Yinao Li Yingchuan Chen Zhijie Wang Yinao Assoc. Prof.; Basis Dept. of Hebei Institute of Architectural Sci. & Tech., Handan 056038, China.;A Direct Modeling Method of GM(1,1) with a Step by Step Optimum Grey Derivative's Whitening Values[J];Journal of Huazhong University of Science and Technology;2001-03
6 Wang Yinao Wu Lifeng(College of Mathematics and Information Science,Wenzhou University,Wenzhou 325035,Zhejiang China);Modeling GM(1,1) based on the minimum of mean absolute percentage error[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2009-10
7 GU Jin (Suzhou First Middle School, Suzhou, 215006, PRC)CAO Hongxing and WEI Fengying (Chinese Academy of Meteorological Sciences, Beijing, 100081, PRC);A New Calculating Scheme for Grey Modelling and Its Application[J];Control Theory & Applications;1993-02
8 DANG Yao-guo,LIU Bin,GUAN Ye-qingCollege of Economics and Management,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China.;On the Strengthening Buffer Operators[J];Control and Decision;2005-12
9 DANG Yao-guo, LIU Si-feng, MI Chuan-min(College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China. );Study on characteristics of the strengthening buffer operators[J];Control and Decision;2007-07
10 LIU Bin 1,2, ZHAO Liang 3, ZHAI Zhen-jie 1,2, DANG Yao-guo 1, ZHANG Rong 2 (1.College of Economics and Management, Nanjing University of Aeronautics & Astronautics, Nanjing, 210016, China; 2.Department of Computer Science, Henan Agricultural University,Zhenzhou,450002,China; 3.Zhengzhou Baifu Futures Limited Company, Zhengzhou, 450008, China);Optimum Model of GM(1,1) and Its Suitable Range[J];Journal of Nanjing University of Aeronautics & Astronautics;2003-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved