Title :
An algorithm for extension of clausal beliefs
Author :
Qian Guo;An-sheng Deng
Author_Institution :
Information Science and Technology College. Dalian Maritime University, DMU, China
Abstract :
In order to reason for the conflicting beliefs, this paper employs the conclusion that does not contain opposite information as the hypothesis expansion. Furthermore, it provides the definition of hypothesis extension based on the method of belief non-revision. The hypothesis expansion has a series of good mathematical properties, e.g., consistency and closeness. This paper proposes the algorithm for extension of clausal beliefs based on the definition and its good nature. Although the number of clausal beliefs may decrease the working speed of the algorithm, the correctness of the corresponding conclusion is enhanced. The experimental results demonstrate that, for a certain amount of beliefs, the efficiency of proposed approach still can be guaranteed.
Keywords :
"Cognition","Information science","Algorithm design and analysis","Fuzzy systems","Knowledge discovery","Thermal stability"
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2015 12th International Conference on
DOI :
10.1109/FSKD.2015.7382011