Title :
Design Methods of General Fuzzy Systems as Function Approximators
Author :
Qian, Gao ; Xiuhong, Wang ; Xinjiang, Wei
Author_Institution :
Ludong Univ., Yantai
Abstract :
In this paper, design methods of general fuzzy systems as function approximators are given respectively by the following three different conditions of functions to be approximated: 1. The formulas of the functions are known; 2. The formulas of the functions are unknown, but for any input of the functions, we can get the corresponding output; 3. We only know limit pairs of input-output data of the functions. Finally, an example is given to show how to design a general fuzzy system to approximate a given function by a required accuracy.
Keywords :
function approximation; fuzzy systems; function approximators; fuzzy system design methods; input-output data; Argon; Arithmetic; Design methodology; Fuzzy control; Fuzzy sets; Fuzzy systems; Mathematics; Nonlinear systems; Polynomials; Function approximator; Fuzzy control; Fuzzy system; Nonlinear system; Polynomial;
Conference_Titel :
Control Conference, 2007. CCC 2007. Chinese
Conference_Location :
Hunan
Print_ISBN :
978-7-81124-055-9
Electronic_ISBN :
978-7-900719-22-5
DOI :
10.1109/CHICC.2006.4347617