An Improved Method of D-S Evidence Theory Based on Pretreatment Mode
SHE Er-Yong1,2, WANG Run-Sheng3, XU Xue-Wen2
1.Department of Information Management, Peking University,Beijing 100081 2. China Defense Science and Technology Information Center,Beijing 100036 3.ATR National Laboratory, National University of Defense Technology,Changsha 410073
Abstract：Dempster-Shafer (D-S) theory of evidence is one of the main methods of decision fusion, but typical D-S theory is sensitive to high conflict evidences. A method based on the pretreatment mode is presented. The basic probability assignments of conflict focal elements are partly transferred to the union of focal elements before the Dempster combination rule is used. The combination order is determined based on the conflicted measurement. Therefore, D-S theory could deal with the cases with high conflict evidences since conflict information is translated into unknown knowledge representation.
佘二永，王润生，徐学文. 基于预处理模式的D-S证据理论改进方法[J]. 模式识别与人工智能, 2007, 20(5): 711-715.
SHE Er-Yong , WANG Run-Sheng , XU Xue-Wen. An Improved Method of D-S Evidence Theory Based on Pretreatment Mode. , 2007, 20(5): 711-715.
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2007, Vol. 20 
