Title :
The combination method of local conflict evidence based on credibility of focal element
Author :
Yunan Liu ; Yongwei Wang ; Wei Qiu ; Shuai Liu ; Cheng Si
Author_Institution :
Zhengzhou Inf. Sci. & Technol. Inst., Zhengzhou, China
Abstract :
Though the D-S evidence theory has been widely used in information fusion, when the evidence is in high-conflict, but the results of D-S combination rule may be wrong. As to solve this problem, this paper proposes a combination method of local conflicts evidence based on credibility of focal element. First, get the trust degree and average evidence based on Jousselme theory. And then obtain the absolute distance from seeking distance. Finally, we can obtain the trust degree of focal element. The experimental results show that the proposed algorithm can improve the efficiency and rationality of evidence synthesis results.
Keywords :
case-based reasoning; uncertainty handling; D-S combination rule; D-S evidence theory; Dempster-Shafer evidence theory; Jousselme theory; evidence synthesis; focal element credibility; information fusion; local conflict evidence; trust degree; Algorithm design and analysis; Artificial intelligence; Cognition; Computers; Educational institutions; Reliability; Resource management; focal element; rule fusion; situation assessment;
Conference_Titel :
Mechatronic Sciences, Electric Engineering and Computer (MEC), Proceedings 2013 International Conference on
Conference_Location :
Shengyang
Print_ISBN :
978-1-4799-2564-3
DOI :
10.1109/MEC.2013.6885205