Title :
Design methods of general fuzzy systems as function approximators
Author :
Wang Xiuhong ; Yang Zhenguang ; Gao Qian ; Wei Xinjiang
Author_Institution :
Sch. of Math. & Inf., Ludong Univ., Yantai, China
Abstract :
In this paper, design methods of general fuzzy systems as function approximators are given respectively by the following three different conditions 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 :
control system synthesis; function approximation; fuzzy control; fuzzy systems; design methods; function approximators; function formulas; function input-output data; general fuzzy systems; Automation; Conferences; Design methodology; Educational institutions; Fuzzy systems; Intelligent control; Mathematics; Function approximator; Fuzzy control; Fuzzy system; Nonlinear system; Polynomial;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-1397-1
DOI :
10.1109/WCICA.2012.6357990