Title :
Design of fuzzy system with linear bounds
Author :
Cho, Sengjae ; Lee, Jin S.
Author_Institution :
Dept. of Electron. & Electr. Eng., Pohang Univ. of Sci. & Technol., Pohang, South Korea
Abstract :
In this paper, we derive sufficient conditions under which the single-input single-output fuzzy system is bounded by linear functions in its output. If the fuzzy system is constructed with the complete and consistent fuzzy sets with trapezoid membership functions, we show that the derived conditions are simply the constraints on the consequent part parameters. Then we prove that any continuously differentiable and linearly bounded function in its output can be approximated with any degree of accuracy by the fuzzy system formed with the above fuzzy sets and conditions.
Keywords :
fuzzy set theory; fuzzy systems; continuously differentiable function; fuzzy sets; linearly bounded function; single-input single-output fuzzy system; trapezoid membership functions; Books; Electron traps; Engines; Fuzzy sets; Fuzzy systems; Information processing; Societies; Sufficient conditions; USA Councils;
Conference_Titel :
Fuzzy Information Processing Society, 2009. NAFIPS 2009. Annual Meeting of the North American
Conference_Location :
Cincinnati, OH
Print_ISBN :
978-1-4244-4575-2
Electronic_ISBN :
978-1-4244-4577-6
DOI :
10.1109/NAFIPS.2009.5156406