Guaranteed-Cost Stabilization of Non-Linear Stochastic Systems

Authors

Edwin E. Yaz, Marquette UniversityFollow

Document Type

Article

Publication Date

1-1998

Publisher

Wiley

Source Publication

Optimal Control Applications and Methods

Source ISSN

0143-2087

Original Item ID

DOI: 10.1002/(SICI)1099-1514(199801/02)19:1<41::AID-OCA619>3.0.CO;2-V

Abstract

The control of uncertain non-linear discrete-time systems having stochastic cone-bounded non-linearities is considered. First, a quadratic performance bound and a guaranteed-cost optimal state feedback controller are derived. Then, an auxiliary system is introduced. It is shown that the quadratic optimal control for this auxiliary system is the same as the guaranteed-cost control for the original system, and, therefore, the existence of the infinite-horizon guaranteed-cost controller can be based on the stabilizability and observability properties of the auxiliary system. Finally, the stochastic boundedness of the controlled uncertain system is proved based on the properties of the auxiliary system.

Comments

Optimal Control Applications and Methods, Vol. 19, No. 1 (January/February 1998): 41-54. DOI.

Recommended Citation

Yaz, Edwin E., "Guaranteed-Cost Stabilization of Non-Linear Stochastic Systems" (1998). Electrical and Computer Engineering Faculty Research and Publications. 736.
https://epublications.marquette.edu/electric_fac/736