• DocumentCode
    2039869
  • 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
  • Volume
    1
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    99
  • Lastpage
    103
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569737
  • Filename
    5569737