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
Link To Document :
بازگشت