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A new edition of the classic text on optimal control theory
As a superb introductory text and an indispensable reference, this new edition of Optimal Control will serve the needs of both the professional engineer and the advanced student in mechanical, electrical, and aerospace engineering. Its coverage encompasses all the fundamental topics as well as the major changes that have occurred in recent years. An abundance of computer simulations using MATLAB and relevant Toolboxes is included to give the reader the actual experience of applying the theory to real–world situations. Major topics covered include:
Static Optimization
Optimal Control of Discrete–Time Systems
Optimal Control of Continuous–Time Systems
The Tracking Problem and Other LQR Extensions
Final–Time–Free and Constrained Input Control
Dynamic Programming
Optimal Control for Polynomial Systems
Output Feedback and Structured Control
Robustness and Multivariable Frequency–Domain Techniques
Differential Games
Reinforcement Learning and Optimal Adaptive Control
FRANK L. LEWIS is the Moncrief–O′Donnell Professor and Head of the Advanced Controls, Sensors, and MEMS Group in the Automation and Robotics Research Institute of the University of Texas at Arlington. Dr. Lewis is also a Fellow of the IEEE.
DRAGUNA L. VRABIE is Graduate Research Assistant in Electrical Engineering at the University of Texas at Arlington, specializing in approximate dynamic programming for continuous state and action spaces, optimal control, adaptive control, model predictive control, and general theory of nonlinear systems.
VASSILIS L. SYRMOS is a Professor in the Department of Electrical Engineering and the Associate Vice Chancellor for Research and Graduate Education at the University of Hawaii at Manoa.
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Description du livre Hardcover. Etat : new. Hardcover. A NEW EDITION OF THE CLASSIC TEXT ON OPTIMAL CONTROL THEORY As a superb introductory text and an indispensable reference, this new edition of Optimal Control will serve the needs of both the professional engineer and the advanced student in mechanical, electrical, and aerospace engineering. Its coverage encompasses all the fundamental topics as well as the major changes that have occurred in recent years. An abundance of computer simulations using MATLAB and relevant Toolboxes is included to give the reader the actual experience of applying the theory to real-world situations. Major topics covered include: Static OptimizationOptimal Control of Discrete-Time SystemsOptimal Control of Continuous-Time SystemsThe Tracking Problem and Other LQR ExtensionsFinal-Time-Free and Constrained Input ControlDynamic ProgrammingOptimal Control for Polynomial SystemsOutput Feedback and Structured ControlRobustness and Multivariable Frequency-Domain TechniquesDifferential GamesReinforcement Learning and Optimal Adaptive Control This new, updated edition reflects major changes that have occurred in the field in recent years and presents, in a clear and direct way, the fundamentals of optimal control theory. It covers the major topics involving measurement, principles of optimality, dynamic programming, variational methods, Kalman filtering, and other solution techniques. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N° de réf. du vendeur 9780470633496
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Description du livre Etat : New. pp. 552. N° de réf. du vendeur 11300554