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
Link To Document :
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