• DocumentCode
    226446
  • Title

    Juzzy online: An online toolkit for the design, implementation, execution and sharing of Type-1 and Type-2 fuzzy logic systems

  • Author

    Wagner, Christoph ; Pierfitt, Mathieu ; McCulloch, John

  • Author_Institution
    Sch. of Comput. Sci., Univ. of Nottingham, Nottingham, UK
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    2321
  • Lastpage
    2328
  • Abstract
    In this paper we present an online fuzzy logic toolkit for the design, implementation, execution and sharing of type-1 (T1), interval type-2 (T2) and (zSlices based) general T2 fuzzy logic system (FLSs). The motivation to develop the toolkit stems from the desire to provide a free-to-use fuzzy logic toolkit available which is platform-independent, easily accessible and which does not require any background knowledge of programming. This toolkit aims to help expand the accessibility of FLSs, in particular of T2 FLSs, to both research and industrial applications outside of the fuzzy logic community and computer science more generally. We review the features currently available through the JuzzyOnline toolkit (including a complete, previously unseen visualisation of the inference steps for zSlices based general T2 FLSs) and demonstrate a sample Fuzzy Logic System implementation of the toolkit. Finally, we conclude with some future developments and a call for feedback and contributions to aid in further development.
  • Keywords
    fuzzy logic; software tools; FLS; JuzzyOnline toolkit; T2 fuzzy logic system; computer science; free-to-use fuzzy logic toolkit; fuzzy logic community; inference steps; online fuzzy logic toolkit; programming; type-1 fuzzy logic systems; type-2 fuzzy logic systems; Communities; Frequency selective surfaces; Fuzzy logic; Fuzzy sets; Graphical user interfaces; MATLAB;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-2073-0
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2014.6891548
  • Filename
    6891548