Title :
Integrated development platform for intelligent control based on type-2 fuzzy logic
Author :
Sepúlveda, Roberto ; Castillo, Oscar ; Melin, Patricia ; Rodríguez-Díaz, Antonio ; Montiel, Oscar
Author_Institution :
CITEDI-IPN, Tijuana, Mexico
Abstract :
Uncertainty is an inherent part in controllers for real world applications. The use of new methods for handling incomplete information is of fundamental importance in engineering applications. This work deals with the creation of an integrated development platform for intelligent control systems based on type-2 fuzzy sets. The principal idea with this platform is to give the user a tool to realize an on-line and off-line comparative analysis between type-1 fuzzy logic control (FLC), and type-2 FLC, of the systems´ response in the presence of uncertainty.
Keywords :
control engineering computing; fuzzy control; fuzzy logic; intelligent control; uncertainty handling; controller uncertainty; fuzzy logic control; integrated development platform; intelligent control systems; type-2 fuzzy logic; type-2 fuzzy sets; Application software; Computer science; Control systems; Control theory; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Intelligent control; Uncertainty;
Conference_Titel :
Fuzzy Information Processing Society, 2005. NAFIPS 2005. Annual Meeting of the North American
Print_ISBN :
0-7803-9187-X
DOI :
10.1109/NAFIPS.2005.1548606