Title :
An inclusion measure between general type-2 fuzzy sets
Author :
Zheng, Gao ; Xiao, Jian ; Zhang, Yong ; Shi, Gaofeng
Author_Institution :
Sch. of Electr. Eng., Southwest Jiaotong Univ., Chengdu, China
Abstract :
The inclusion measure indicates the degree that a fuzzy set is contained in another fuzzy set and can be used in many fields. However, the inclusion measure between type-2 fuzzy sets has received little attention. Hence in this paper, we propose an inclusion measure for general type-2 fuzzy sets. Firstly, we select an axiomatic definition for the new inclusion measure. Then, according to the selected axiomatic definition, we propose a computation formula by considering the FOU and the secondary membership function of the general type-2 fuzzy set. Finally, we present two examples to explain its calculation and validate its performance. The results show that the proposed inclusion measure is reasonable and reliable for general type-2 fuzzy sets.
Keywords :
fuzzy set theory; axiomatic definition; inclusion measure; secondary membership function; type 2 fuzzy set; Cognition; Electric variables measurement; Electrical engineering; Fuzzy logic; Fuzzy sets; Pragmatics; Uncertainty; fuzzy set; inclusion measure; type-2 fuzzy set;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569737