Title :
An improved fuzzy modeling algorithm. I. Inference mechanism
Author :
Emami, Mohammad R. ; Turksen, I. Burhan ; Goldenberg, Andrew A.
Author_Institution :
Robotics & Autom. Lab., Toronto Univ., Ont., Canada
Abstract :
We attempt to improve the objectivity of fuzzy modeling and control by introducing a general and unified parameterized formulation to the reasoning process. As a result, we are no longer restricted to a few reasoning formulations. The reasoning parameters can then be optimized based on input-output data obtained from the system
Keywords :
fuzzy control; fuzzy systems; inference mechanisms; uncertainty handling; fuzzy control; fuzzy modeling algorithm; inference mechanism; input-output data; objectivity; reasoning parameters; unified parameterized formulation; Flowcharts; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Inference algorithms; Inference mechanisms; Intelligent robots; Intelligent systems; Laboratories; Robotics and automation;
Conference_Titel :
Fuzzy Information Processing Society, 1996. NAFIPS., 1996 Biennial Conference of the North American
Conference_Location :
Berkeley, CA
Print_ISBN :
0-7803-3225-3
DOI :
10.1109/NAFIPS.1996.534747
