Title :
On the generalized fuzzy-valued measures
Author :
Kuo-Lung Wu ; Miin-Shen Yang
Author_Institution :
Dept. of Inf. Manage., Kun Shan Univ., Tainan, Taiwan
Abstract :
According to the concepts of consistent probability measure and resolution form, we proposed a generalized fuzzy-valued measure for the belief and plausibility functions based on the Dempster-Shafer Theory. The proposed fuzzy-valued measure of a fuzzy set can be presented in high-order interval of belief and plausibility functions and can be illustrated using a three-dimensional figure. We discuss two generalized techniques and the results of these generalized fuzzy-valued measures are equivalent.
Keywords :
belief networks; fuzzy set theory; inference mechanisms; probability; Dempster-Shafer theory; belief functions; consistent probability measure; fuzzy set; generalized fuzzy valued measure; plausibility functions; Dempster-Shafer Theory; fuzzy set; fuzzy-valued measure; multi-valued mapping;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
DOI :
10.1109/FSKD.2011.6019513
