Title :
Design for beam-balanced system controller based on chaos genetic algorithm
Author :
Zhang, Yi ; Yang, Xiuxia
Author_Institution :
Dept. of Autom. Control, Naval Aeronaut. Eng. Acad., Shangdong, China
Abstract :
A class of effective and general hybrid optimization strategy is proposed which reasonably combines the parallel structure of genetic algorithm with the high searching chaos, which can solve the invalidation problem of genetic falling into a local optimization. Using this method, an optimized controller for beam-balanced system is designed. Simulation results show that its performance is better than conventional controller and the beam-balanced control system has good robustness.
Keywords :
chaos; control systems; genetic algorithms; robust control; three-term control; beam-balanced control system; chaos genetic algorithm; chaos optimization strategy; Algorithm design and analysis; Automatic control; Chaos; Control system synthesis; Control systems; Design optimization; Genetic algorithms; Robust control; Stochastic processes; Three-term control;
Conference_Titel :
Information Acquisition, 2004. Proceedings. International Conference on
Print_ISBN :
0-7803-8629-9
DOI :
10.1109/ICIA.2004.1373410