Support function and objecting function, a new viewpoint to the Dempster-Shafer theory of evidence

作者: Cheng Zeng , Baojun Zhao , Peikun He

DOI: 10.1109/ICOSP.2004.1441606

关键词:

摘要: A new evidence model based on support function and objecting is introduced by generalizing Dempster-Shafer theory into an open frame of discernment. Through exploration the properties function, it shown that this provides a more direct natural way for representation understanding Dempster's rule combination than belief model. The possibility to generalize closed also discussed.

参考文章(5)
Philippe Smets, The canonical decomposition of a weighted belief international joint conference on artificial intelligence. pp. 1896- 1901 ,(1995)
P. Smets, The combination of evidence in the transferable belief model IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 12, pp. 447- 458 ,(1990) , 10.1109/34.55104
E. Lefevre, O. Colot, P. Vannoorenberghe, Belief function combination and conflict management Information Fusion. ,vol. 3, pp. 149- 162 ,(2002) , 10.1016/S1566-2535(02)00053-2
Ronald R. Yager, On the Dempster-Shafer framework and new combination rules Information Sciences. ,vol. 41, pp. 93- 137 ,(1987) , 10.1016/0020-0255(87)90007-7
A. Josang, M. Daniel, P. Vannoorenberghe, Strategies for combining conflicting dogmatic beliefs international conference on information fusion. ,vol. 2, pp. 1133- 1140 ,(2003) , 10.1109/ICIF.2003.177365