Title :
The cell-to-cell mapping design approach improves the behaviors of fuzzy controllers
Author :
Baglio, S. ; Fortuna, L. ; Graziani, S. ; Muscato, G.
Author_Institution :
Dipartimento Elettrico Elettronico e Sistemistico, Catania Univ., Italy
fDate :
28 Oct-1 Nov 1991
Abstract :
An automatic design strategy for fuzzy controllers was tested. The performance of the obtained controllers was compared with the behavior of the controllers proposed by an expert. The cell-to-cell design algorithm represents a method to extract the control rules that make up a fuzzy controller automatically. The main idea of this approach is to consider a discrete state space of the plant to be controlled. The presence of chaotic effects was investigated and the characteristics of the attractors of the controlled plants were analyzed
Keywords :
control system synthesis; discrete systems; fuzzy set theory; state-space methods; attractors; automatic design strategy; cell-to-cell mapping; chaotic effects; control system synthesis; discrete state space; fuzzy controllers; rules extraction; Algorithm design and analysis; Automatic control; Automatic testing; Chaos; Control systems; Fuzzy control; Fuzzy sets; Humans; Nonlinear control systems; Nonlinear systems;
Conference_Titel :
Industrial Electronics, Control and Instrumentation, 1991. Proceedings. IECON '91., 1991 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-87942-688-8
DOI :
10.1109/IECON.1991.239099
