Title :
Design of Self-Organized Robust Wise Control Systems Based on Quantum Fuzzy Inference
Author :
Litvintseva, L.V. ; Ulyanov, S.V. ; Takahashi, Koichi ; Hagiwara, Tomomichi
Author_Institution :
YAMAHA-MOTOR CO. LTD, Shizuoka
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. We stress our attention on the robustness features of intelligent control systems.
Keywords :
control system CAD; fuzzy control; inference mechanisms; intelligent control; quantum computing; robust control; self-adjusting systems; uncertainty handling; fuzzy controller; intelligent robust control system; quantum fuzzy inference based systems; quantum-soft computing; self-organized robust wise control system; Computers; Control systems; Fuzzy control; Fuzzy sets; Fuzzy systems; Intelligent control; Intelligent systems; Quantum computing; Robust control; Stress; Quantum Fuzzy Inference; Quantum Soft Computing; Robust Intelligent Control; Self-Organization;
Conference_Titel :
Automation Congress, 2006. WAC '06. World
Conference_Location :
Budapest
Print_ISBN :
1-889335-33-9
DOI :
10.1109/WAC.2006.376013