Discrete-time inverse optimal control for nonlinear systems / Edgar N. Sanchez, Fernando Ornelas-Tellez.
| Author/creator | Sanchez, Edgar N. |
| Other author | Ornelas-Tellez, Fernando. |
| Format | Electronic |
| Publication Info | Boca Raton, FL : CRC Press, Taylor & Francis Group, [2013] |
| Description | xxx, 232 pages : illustrations (some color) ; 24 cm |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| 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. |
| Bibliography note | Includes bibliographical references (pages 203-219) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2012050923 |
| ISBN | 9781466580879 (hardback : acid-free paper) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |