Title :
A comparison of descent and continuation algorithms for H2 optimal, reduced-order control design
Author :
Collins, Emmanuel G., Jr. ; Sadhukhan, Debashis
Author_Institution :
Dept. of Mech. Eng., Florida A&M Univ., Tallahassee, FL, USA
Abstract :
Reduced-order control is important in control engineering practice due to inevitable limitations on the throughput of the control processors. This paper considers the direct design of H2 optimal, reduced-order controllers via two parameter optimization approaches: descent methods and continuation (or homotopy) methods. In particular, three standard descent methods are compared with a recently developed continuation algorithm using three examples appearing in the literature. The effect of constraining the controller to a particular basis is also considered
Keywords :
conjugate gradient methods; control system synthesis; optimal control; optimisation; reduced order systems; H2 control; continuation methods; descent methods; optimal control; parameter optimization; reduced-order systems; Aerospace control; Control design; Control systems; Design optimization; Hydrogen; Optimal control; Process control; Standards development; Throughput; Vibration control;
Conference_Titel :
American Control Conference, 1997. Proceedings of the 1997
Conference_Location :
Albuquerque, NM
Print_ISBN :
0-7803-3832-4
DOI :
10.1109/ACC.1997.612107