Title :
The research on conflict redistribution of evidential reasoning
Author :
Gao, Jian ; Liang, Weitai ; Yan, Jingjing
Author_Institution :
Nat. Key Lab. of Sci. & Technol. on C4ISR, 28th Res. Inst. of China Electron. Technol. Group Corp., Nanjing, China
Abstract :
The evidential reasoning theory is often used to process the decision information in decision support. The evidential reasoning is qualified in dealing with uncertain information. However, its combination rules always have some limitations in processing conflict information. In order to solve the conflict problem in the combination of multi-source information, this paper analyzed the conflict solutions of different combination rules, and compared them from the standpoint about the translation of evidence conflict. Meanwhile, the paper proposed a new conflict redistribution rule. This rule is based on the proportional conflict redistribution (PCR) rule and redistributes conflict masses in the proportion of the nth power of the conflict element´s belief assignment. The simulated experimental results have proved its validity. The researches on combination rules can also be applicable to other belief-based uncertainty theories.
Keywords :
case-based reasoning; uncertainty handling; combination rules; conflict element belief assignment; decision support; evidential reasoning theory; multi-source information; proportional conflict redistribution rule; uncertain information; Absorption; Cognition; Equations; Fuses; Mathematical model; Presses; Uncertainty; Evident reasoning; combination rule; conflict redistribution;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554921