Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Computer Research and Development》 2006-01
Add to Favorite Get Latest Update

A Decision-Making Method on D-S Evidence Fusion Information Based on Distance Measure

Lin Zhigui~ 1,2 , Xu Lizhong~ 2 , Yan Xijun~ 2 , Huang Fengchen~ 2 , and Liu Yingping~ 3 ~ 1 (School of Information & Communication Engineering, Tianjin Polytechnic University, Tianjin 300160) ~ 2 (College of Computer and Information Engineering, Hehai University, Nanjing 210098) ~ 3 (College of Water Conservancy and Hydropower Engineering, Hehai University, Nanjing 210098)  
To solve the decision-making problem based on results of multi-source information fusion and D-S evidence structure, a decision-making method based on distance measure is proposed. The method combines attributes of decision-making basic elements with that of decision-making non-basic elements to make a decision about the results, and divides the problem on D-S evidence into two levels, that is, attribute level and evidence level. On the attribute level, a method for obtaining support degrees of candidate decision-making focal elements from evidence focal elements is introduced. On the evidence level, a space based on power set elements of the discernment frame is generated, ideal state vectors of candidate decision-making focal elements are introduced, distance measure is defined, and a decision-making model based on the measure is made. Finally, the fusion results of multi-source information about water quality monitoring data are analyzed based on different methods. The result indicates that the decision-making method based on distance measure is valid and has advantages of processing conflict evidence or non-conflict evidence.
【Fund】: 国家自然科学基金项目(60374033);; 江苏省自然科学基金项目(BK2002064)
【CateGory Index】: TP202
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 2 Hits
1 Feng Renjian Chen Bin~* Wu Yinfeng Wan Jiangwen(School of Instrument Science & Opto-Electronics Engineering,Beihang University,Beijing 100191)(* Institute of Acoustics,Chinese Academy of Sciences,Beijing 100080);Decision rule of D-S evidence based on set attribute and preference degree[J];Chinese High Technology Letters;2009-11
2 LIU Fu-xian,XING Qing-hua (Missile Institute,Air Force Engineering University,Sanyuan 713800,China);New decision making method based on D-S fusion evidence[J];Systems Engineering-Theory & Practice;2009-07
【Citations】
Chinese Journal Full-text Database 6 Hits
1 WANG Zhuang,HU Wei dong,YU Wen xian,ZHUANG Zhao wen (National Uiniversity of Defence Technology,Changsha 410073,China);Dempster-Shafer Evidence Theory in Data Fusion[J];Fire Control & Command Control;2001-03
2 LIU Da You, OUYANG Ji Hong, TANG Hai Ying, CHEN Jian Zhong, and YU Qiang Yuan (Department of Computer Science,Jilin University,Changchun\ 130023);RESEARCH ON A SIMPLIFIED EVIDENCE THEORY MODEL[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-02
3 Lin Zhigui Xu Lizhong Huang Fengchen Wang Hongyan(College of Computer and Information Engineering,Hohai University,Nanjing210098);Multi-source Water Quality Monitoring Data Fusion Based on D-S Theory[J];Computer Engineering and Applications;2004-10
4 HE Bing HAO Ai Min ZHAO Qin Ping (Department of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083);A Decision Making Method Based on Uncertain Information[J];Chinese Journal of Computers;2004-02
5 ZHANG Qi (Post & Telecommunications Project Institute of Zhejiang Province, Hangzhou 310014) GU Wei Kang LIU Ji Lin (Department of Information and Electronics, Zhejiang University, Hangzhou 310027);VISION INFORMATION FUSION BASED ON DEMPSTER SHAFER EVIDENCE INFERENCE THEORY IN ALV[J];CHINESE JOURNAL OF COMPUTERS;1999-02
6 Zhang Shanying, Pan Quan, Zhang Hongcai (Northwestern Polytechnical University);A New Kind of Combination Ruleof Evidence Theory[J];CONTROL AND DECISION;2000-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Jun-bo, TIAN Dong, WANG Hong-feng (Dept. of Optics & Electronics Engineering, Ordnance Engineering College, Shijiazhuang 050003, China);Fault Diagnosis of Electronic Equipment Based on Evidence Theory[J];Ordnance Industry Automation;2006-05
2 He Bing (School of Computer Science and Technology, Beijing University of Aeronautics and Astronautics, Beijing 100083, China);Modified DS evidence combination strategy based on evidence classification and uncertain entropy[J];Journal of Beijing University of Aeronautics and Astronautics;2003-10
3 LIU Zhun-ga,CHENG Yong-mei*,PAN Quan,MIAO Zhuang(College of Automation,Northwestern Polytechnical University,X i'an 710072,China);Weight Evidence Combination for Multi-Sensor Conflict Information[J];Chinese Journal of Sensors and Actuators;2009-03
4 ZENG Wei-hua(State Key Laboratory of Water Environment Simulation,School of Environment,Beijing Normal University,Beijing 100875,China);EVOLVEMENT AND PROSPECT OF MULTI-SOURCE INFORMATION FUSION TECHNOLOGY IN WATER BLOOM EARLY-WARNING[J];Resources and Environment in the Yangtze Basin;2009-01
5 Mechanical Engineering College,Huadong University Zhao Shimin Zhang Junjun;Fault Diagnosis on Metro Station Equipment Based on Multi-sensor Information Fusion[J];Urban Public Transport;2008-04
6 XIONG Guang-zhi,FENG Da-yi,YANG Bai-yu,ZHANG Wei(Air Force Engineering University,Xi'an 710051,China);Research on application of MET1 evidence theory in target recognition[J];Electronics Optics & Control;2008-06
7 LIANG Xu-rong1,YAO Pei-yang1,LIANG De-lei2 (1.The Telecommunication Engineering Institute,Air Force Engineering University,Xi'an 710077,China;2.Yangjun Central Institute,Laiyang 265224,China);Improved combination rule of evidence theory and its application in fused target recognition[J];Electronics Optics & Control;2008-12
8 YANG Feng-bao HAN Yan (North China University of Science & Technology,Taiyuan 030051,China);A Combination Method for Conflictive Evidences[J];Journal of Projectiles,Rockets,Missiles and Guidance;2004-S5
9 LI Wei-tong(Institute of Information Engineering,Guangdong Technology University,Guangzhou 510090,China);A Kind of Adapting Evidence Theory Combination Rule in Conflict[J];Journal of Projectiles, Rockets, Missiles and Guidance;2006-03
10 DU Xiao1,LIU Weiting1,DU Qian2,SUI Zhifang1 (1 School of Electronic and Information,Jiangsu University of Science and Technology,Jiangsu Zhenjiang 212003,China;2 Linyi Normal University,Shandong Linyi 276000,China);A New Weighted Evidence Combination Method[J];Journal of Projectiles,Rockets,Missiles and Guidance;2008-03
China Proceedings of conference Full-text Database 3 Hits
1 Wei Pan,Yangsheng Wang (Institute of Automation,Chinese Academy of Science,Beijing 100080);An Emotion Recognition Method Based on Dempster-Shafer Evidence Theory[A];[C];2003
2 She Er yong (China Defense Science and Technology Information Center,Beijing 100048,China);A Classification Algorithm for Hyperspectral Image Based on D-S Evidential Theory[A];[C];2009
3 He Jinfeng,Xu Songjie School of Management,Henan Institute of Engineering,Zhengzhou,P.R.China,450007;Research on Self-Assessment Technique and Diagnosis Model Under Uncertainty[A];[C];2008
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 NI Guo qiang 1, LIANG Hao chen 1,2 ( 1. Dept. of Optical Engineering, Beijing Institute of Technology, Beijing100081, China; 2. Beijing Institute of Environmental Features, Beijing 100854, China);Data Fusion Technique Based on Dempster-Shafer Evidence Theory[J];Journal of Beijing Institute of Technology;2001-05
2 CHEN Bin1,WAN Jiang-wen2,WU Yin-feng2,QIN Nan1(1.School of Computer Science and Technology,Beijing University of Posts and Telecommunications,Beijing 100876,China;2.School of Instrument Science and Opto-Electronics Engineering,Beihang University,Beijing 100083,China);A Pipeline Leakage Diagnosis for Fusing Neural Network and Evidence Theory[J];Journal of Beijing University of Posts and Telecommunications;2009-01
3 JIANG Yan ping, FAN Zhi ping (School of Business Administration, Northeastern University, Shenyang 110004, China);Theoretic Analysis of the Aggregated Approach to Group Decision Making with Multiple Fuzzy Judgement Matrices[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2001-03
4 FAN Zhi ping 1, YOU Tian hui 1, ZHANG Quan 2 (1. School of Business Administration, Northeastern University, Shenyang 110004, China; 2. School of Economy & Trade, Shenyang Polytechnic University, Shenyang 110023, China,;The Sensitivity Analysis to Attribute Values Based on the Additive Weighting Model in Multiple Attribute Decision Making[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2002-01
5 LI Hongyan, FAN Zhiping(School of Business Administration, Northeastern University, Shenyang 110004, China. Correspondent: LI Hongyan, Email: Hongyanli2002?@?hotmail.com);Multi-criteria Group Decision Making Method Based on Two-tuple Linguistic Information Processing[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2003-05
6 Chen Xiaohui Wan Dejun Wang Qing (Department of Instrument Science and Technology, Southeast University, Nanjing 210096, China);Study on multisensor multitarget tracking using neural network[J];Journal of Southeast University (Natural Science Edition);2003-04
7 SUN Quan,YE Xiu qing,GU Wei kang(Institute of Information and Communication Engineering,Zhejiang University,Hangzhou 310027,China);A New Combination Rules of Evidence Theory[J];ACTA ELECTRONICA SINICA;2000-08
8 XIAO Ming-zhu~(1,2),CHEN Guang-ju~1(1.Dept.of Automation Engineering,University of Electronics Science and Technology of China,Chengdu,Sichuan 610054,China;2.Institute of Electronic Engineering,China Academy of Engineering Physics,Mianyan,621900,China);A Modified Combination Rule of Evidence Theory[J];Acta Electronica Sinica;2005-09
9 LAI Hai-guang~(1,2),XU Feng~3,HUANG Hao~1,XIE Jun-yuan~1(1.State Key Laboratory for Novel Software,Nanjing University,Nanjing,Jiangsu 210093,China;2.Institute of Command Automation,PLA University of Science and Technology,Nanjing,Jiangsu 210007,China;3.College of Information Science & Technology,Nanjing University of Aeronautics and Astronautics,Nanjing,Jiangsu 210016,China);A Portscan Detection Method Based on Dempster-Shafer Theory of Evidence[J];Acta Electronica Sinica;2006-11
10 Luo Zhizeng Ye Ming (Robotics Laboratory, Hangzhou Institute of Electronic Engineering, Hangzhou 310037, China);FUSION OF DEPENDENCY INFORMATION USING DEMPSTER-SHAFER EVIDENTIAL REASONING[J];Journal of Electronics and Information Technology;2001-10
【Secondary References】
Chinese Journal Full-text Database 5 Hits
1 LI Ye-jun1,TIAN Chang2,NI Ming-fang2,LIU Jie2,GUO Le-meng3(1.Postgraduate Team 3 ICE,PLAUST,Nanjing 210007,China;2.Department of Telecommunications Engineering ICE,PLAUST;3.Xi'an Communication Institute,Xi'an 710106,China);Effectiveness Evaluation of TI Based on Reliability Factor of Evaluation Expert[J];Journal of Military Communications Technology;2009-03
2 ZHU Weiwei1, YU Dong2, LI Yuanyuan3 (1.College of Economics & Management, Nanjing University of Posts & Telecommunications, Nanjing 210046, China; 2.Department of Science & Technology, Shanghai Institution of Applied Physics, Chinese Academy of Science, Shanghai 201800, China; 3 School of Management, Hefei University of Technology, Hefei 230009, China);Method for Evaluating NSFC Projects Based on Evidence Theory[J];Science of Science and Management of S.& T.;2009-12
3 Zhao Huifang,Wang Guiling,Xu Sheng(School of Management,Hefei University of Technology,Hefei 230009,China);The Study on the Evaluation of the Quality of the Industry-University-Research Cooperation Based on the Dempster-Shafer Theory[J];Science & Technology Progress and Policy;2010-06
4 Liu Ruiyu,Tang Liang(School of Economics and Management,Wuhan University,Wuhan 430072,China);Study on Multi-attribute Group Decision Making Problem with Incomplete Information Based on the D-S Theory[J];Technology Economics;2010-05
5 GUO Jun,SONG Jian-she,YANG Meng,Gu Xi-rui(Xi'an Research Institute of High-Tech,Xi'an 710025,China);Recovery importance decision making for multi-missions based on Dempster-Shafer theory[J];Systems Engineering and Electronics;2011-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Wan Jihong;Liu Houming(Dcpt.of Radio Tcchniquc,UEST of Chcngdu 610054);A High Performance Fusion Algorithm of Target Identification[J];JOURNAL OF UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA;1995-02
2 Luo Zhizeng Jiang Jingping (Hangzhou Institute of Electronic Engineering,Hangzhou 310037) (Zhejiang University,Hangzhou 310027);Multisensor Data Fusion Based on Dempster Shafer Evidential Reasoning and its Application[J];ACTA ELECTRONICA SINICA;1999-09
3 LIU Da You, OUYANG Ji Hong, TANG Hai Ying, CHEN Jian Zhong, and YU Qiang Yuan (Department of Computer Science,Jilin University,Changchun\ 130023);RESEARCH ON A SIMPLIFIED EVIDENCE THEORY MODEL[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-02
4 Li Jincheng and Yuan Baozong(Northern Jiaotong University, Beijing);AN ACCURATE CAMERA CALIBRATION ALGORITHM FOR 3-D STEREO VISION[J];Chinese Journal of Computers;1990-03
5 SUN Huai Jiang YANG Jing Yu (Department of Computer, Nanjing University of Science & Technology, Nanjing 210094);A COMBINATION METHOD FOR DEPENDENT EVIDENCES[J];CHINESE JOURNAL OF COMPUTERS;1999-09
6 ZHANG Qi (Post & Telecommunications Project Institute of Zhejiang Province, Hangzhou 310014) GU Wei Kang LIU Ji Lin (Department of Information and Electronics, Zhejiang University, Hangzhou 310027);VISION INFORMATION FUSION BASED ON DEMPSTER SHAFER EVIDENCE INFERENCE THEORY IN ALV[J];CHINESE JOURNAL OF COMPUTERS;1999-02
7 Dai Guanzhong, Pan Quan, Zhang Shanying and Zhang Hongcai(Department of Automatic Control, Northwestern Polytechnical University Xi' an,710072, P. R. China);The Developments and Problems in Evidence Reasoning[J];CONTROL THEORY & APPLICATIONS;1999-04
8 Zhang Shanying, Pan Quan, Zhang Hongcai (Northwestern Polytechnical University);A New Kind of Combination Ruleof Evidence Theory[J];CONTROL AND DECISION;2000-05
9 XIANG Yang, SHI Xi zhi State Key Lab. for Vibration, Shock & Noise, Shanghai Jiaotong Univ., Shanghai 200030, China;Modification on Combination Rules of Evidence Theory[J];JOURNAL OF SHANGHAI JIAOTONG UNIVERSITY;1999-03
10 Li Bicheng 1) Wang Bo 1) Wei Jun 1) Qian Cengbo 2) Huang Yuqi 1) 1) Department of Information Science,University of Information Engineering Zhengzhou 450002,P.R.China 2) Institute of Surveying and Mapping,University of Information E;An Efficient Combination Rule of Evidence Theory[J];Journal of Data Acquisition & Processing;2002-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved