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 InfoBoca Raton, FL : CRC Press, Taylor & Francis Group, [2013]
Descriptionxxx, 232 pages : illustrations (some color) ; 24 cm
Supplemental ContentFull 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 noteIncludes bibliographical references (pages 203-219) and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2012050923
ISBN9781466580879 (hardback : acid-free paper)

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