• DocumentCode
    3600692
  • Title

    Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Toward a Wider View on Their Relationship

  • Author

    Bustince Sola, Humberto ; Fernandez, Javier ; Hagras, Hani ; Herrera, Francisco ; Pagola, Miguel ; Barrenechea, Edurne

  • Author_Institution
    Dept. of Autom. & Comput., Public Univ. of Navarra, Pamplona, Spain
  • Volume
    23
  • Issue
    5
  • fYear
    2015
  • Firstpage
    1876
  • Lastpage
    1882
  • Abstract
    In this paper, we will present a wider view on the relationship between interval-valued fuzzy sets and interval type-2 fuzzy sets, where we will show that interval-valued fuzzy sets are a particular case of the interval type-2 fuzzy sets. For this reason, both concepts should be treated in a different way. In addition, the view presented in this paper will allow a more general perspective of interval type-2 fuzzy sets, which will allow representing concepts that could not be presented by interval-valued fuzzy sets.
  • Keywords
    fuzzy set theory; interval type-2 fuzzy set; interval-valued fuzzy set; membership grade construction; Computer aided software engineering; Educational institutions; Electronic mail; Fuzzy logic; Fuzzy sets; Uncertainty; Visualization; Interval type-2 fuzzy sets; Interval-valued fuzzy sets; Type-2 fuzzy sets; interval-valued fuzzy sets; type-2 fuzzy sets;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2014.2362149
  • Filename
    6918530