Title :
A relationship between membership functions and approximation accuracy in fuzzy systems
Author :
Zeng, Xiao-Jun ; Singh, Madan G.
Author_Institution :
Decision Technol. Group, Univ. of Manchester Inst. of Sci. & Technol., UK
fDate :
2/1/1996 12:00:00 AM
Abstract :
This paper presents a relationship between membership functions and approximation accuracy in fuzzy systems. This relationship suggests an idea to design membership functions such that the approximation accuracy of fuzzy systems is improved
Keywords :
fuzzy systems; inference mechanisms; approximation accuracy; fuzzy systems; membership functions; Control systems; Convergence; Engines; Fuzzy sets; Fuzzy systems; Input variables; Intelligent systems; Mechanical factors; Systems engineering and theory;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/3477.484451
