Title :
Design of self-organized intelligent control systems based on quantum fuzzy inference: intelligent system of systems engineering approach
Author :
Ulyanov, Sergey V. ; Litvintseva, Ludmila V. ; Panfilov, Sergey A.
Author_Institution :
N.V. R & D Office, YAMAHA Motor Eur., Crema, Italy
Abstract :
This report presents a generalized design strategy of intelligent robust control systems based on quantum/soft computing technologies that enhance robustness of fuzzy controllers by supplying a self-organizing capability. It is demonstrated that fuzzy controllers prepared to maintain control object in the prescribed conditions are often fail to control when such a conditions are dramatically changed. We propose the solution of such kind of problems by introducing a generalization of strategies in fuzzy inference from a set of pre-defined fuzzy controllers by new quantum fuzzy inference based systems (prototype of intelligent system of systems engineering). We stress our attention on the robustness features of intelligent control systems.
Keywords :
control system synthesis; fuzzy control; fuzzy reasoning; intelligent control; robust control; self-adjusting systems; fuzzy controller; generalized design strategy; intelligent robust control system; quantum computing; quantum fuzzy inference; self-organized intelligent control system; soft computing; systems engineering; Control systems; Design engineering; Fuzzy control; Fuzzy sets; Fuzzy systems; Intelligent control; Intelligent systems; Maintenance engineering; Robust control; Systems engineering and theory; Quantum Computing; Quantum fuzzy inference; Robust Intelligent Control; Self-Organization; System of Systems Engineering;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571744