Title :
Constrained multi-objective optimization of a fuzzy logic controller-applications in a non-linear system and a goal-seeking rover
Author :
Zadeh, Hossein S.
Author_Institution :
Sch. of Bus. Inf. Technol., R. Melbourne Inst. of Technol., Vic., Australia
Abstract :
This paper starts by introducing a very flexible aerospace structure and defines the problem of attitude control (π/2 rad rotation) as well as vibration suppression of the structure. A nominal fuzzy logic controller had been designed and used as a basis for design of a constrained optimized fuzzy controller with multiple objectives. Optimization algorithm and procedure are explained. Furthermore this paper proposes an innovative application of the optimization and the optimized controller in the field of rover goal-seeking. Rover goal-seeking problem, and use of the optimization methodology are explained.
Keywords :
artificial satellites; attitude control; flexible structures; fuzzy control; fuzzy logic; nonlinear systems; optimisation; vibration control; artificial satellites; attitude control; flexible aerospace structure; fuzzy logic controller; goal seeking rover; multiobjective optimization; nonlinear system; optimization algorithm; vibration suppression; Aerodynamics; Communication system control; Constraint optimization; Control systems; Damping; Frequency; Fuzzy logic; Nonlinear control systems; Satellite broadcasting; Space vehicles;
Conference_Titel :
Control Applications, 2003. CCA 2003. Proceedings of 2003 IEEE Conference on
Print_ISBN :
0-7803-7729-X
DOI :
10.1109/CCA.2003.1223315