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Optimal control engineering with MATLAB / Rami A. Maher.

EBSCOhost Academic eBook Collection (North America) Available online

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eBook EngineeringCore Collection Available online

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Format:
Book
Author/Creator:
Maher, Rami A.
Series:
Engineering tools, techniques and tables.
Engineering tools, techniques and tables
Language:
English
Subjects (All):
Automatic control--Mathematics.
Automatic control.
MATLAB.
Physical Description:
1 online resource (438 p.)
Place of Publication:
Hauppauge, N.Y. : Nova Science Publishers, Inc., 2013.
Language Note:
English
Summary:
For control engineers, optimal control is a tool to design a primal controller which secures system stability and fulfills a certain set of specifications via the optimization of a specific performance index. In this way, troublesome trial-and-error controller tuning procedures are avoided. The next step is to assess the possibility of practical implementation, and this usually leads to a need to implement some controller trade-offs. To this end, this book aims to construct bridges between conventional parameter optimization and the methods of optimal control theory. Optimal Control Engineering with Matlab teaches students efficiently how to apply the well-known standard optimal control theory as well as recently developed methods for the practical implementation of optimal controllers for dynamic systems. In this book, the author uses his experience gained over twenty-five years of teaching and supervising graduate and postgraduate students in many engineering specializations to communicate the essentials of a very important branch of control system theory to a new generation of engineering students.
Contents:
Mathematical background and optimal problem modeling
Controller design based on parameters optimization
Calculus of variations
Optimal control based on calculus of variations
Optimal control with input and state variable constraints
Dynamic programming
Linear-quadratic optimal control (LQR)
Optimal solution based on genetic programming.
Notes:
Description based upon print version of record.
Includes bibliographical references and index.
Description based on print version record.
ISBN:
1-62417-194-X

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