Discrete-time inverse optimal control for nonlinear systems
by
 
Sanchez, Edgar N.

Title
Discrete-time inverse optimal control for nonlinear systems

Author
Sanchez, Edgar N.

ISBN
9781466580886

Publication Information
Boca Raton, Fla : CRC Press, Taylor & Francis Group, 2013.

Physical Description
xxx, 232 p. : ill. (some col.).

Series
System of systems engineering series

Series Title
System of systems engineering series

Contents
ch. 1. Introduction -- ch. 2. Mathematical preliminaries -- ch. 3. Inverse optimal control : a passivity approach -- ch. 4. Inverse optimal control : a CLF approach, part I -- ch. 5. Inverse optimal control : a CLF approach, part II -- ch. 6. Neural inverse optimal control -- ch. 7. Glycemic control of type 1 diabetes mellitus patients -- ch. 8. Conclusions.

Abstract
"This book presents a novel inverse optimal control approach for stabilization and trajectory tracking of discrete-time nonlinear systems, avoiding the need to solve the associated Hamilton-Jacobi-Bellman equation, and minimizing a cost functional, resulting in efficient controllers. Additionally, the book proposes the use of recurrent neural networks as a tool to model discrete-time nonlinear systems; such models combined with the inverse optimal control constitute a powerful tool to deal with uncertainties such as unmodeled dynamics and disturbances. Different simulations illustrate the effectiveness of the synthesized controllers for stabilization and trajectory tracking of discrete-time nonlinear systems"-- Provided by publisher.

Subject Term
Nonlinear control theory.
 
Neural networks (Computer science)
 
Discrete-time systems.
 
Kalman filtering.

Added Author
Ornelas-Tellez, Fernando.

Electronic Access
Distributed by publisher. Purchase or institutional license may be required for access.


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book289090-1001ONLINEElektronik Kütüphane