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
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