• DocumentCode
    3315228
  • Title

    An Interval Type-2 Fuzzy Logic Toolbox for Control Applications

  • Author

    Castro, Juan R. ; Castillo, Oscar ; Melin, Patricia

  • Author_Institution
    Baja California Autonomous Univ., Tijuana
  • fYear
    2007
  • fDate
    23-26 July 2007
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents the development and design of a graphical user interface and a command line programming toolbox for construction, edition and observation of interval type-2 fuzzy inference systems. The interval type-2 fuzzy logic system toolbox (IT2FLS), is an environment for interval type-2 fuzzy logic inference system development. Tools that cover the different phases of the fuzzy system design process, from the initial description phase, to the final implementation phase, build the toolbox. The toolbox´s best qualities are the capacity to develop complex systems and the flexibility that permits the user to extend the availability of functions for working with the use of type-2 fuzzy operators, linguistic variables, interval type-2 membership functions, defuzzification methods and the evaluation of interval type-2 fuzzy inference systems.
  • Keywords
    control engineering computing; fuzzy control; fuzzy reasoning; graphical user interfaces; command line programming toolbox; control applications; defuzzification methods; final implementation phase; graphical user interface; initial description phase; interval type-2 fuzzy inference systems; interval type-2 fuzzy logic toolbox; interval type-2 membership functions; linguistic variables; type-2 fuzzy operators; Control systems; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Graphical user interfaces; Logic programming; Process design; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International
  • Conference_Location
    London
  • ISSN
    1098-7584
  • Print_ISBN
    1-4244-1209-9
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2007.4295341
  • Filename
    4295341