Control, Identification, and Input Optimization by Robert Kalaba

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Summary

This book is a self-contained text devoted to the numerical determination of optimal inputs for system identification. The book can be used for a two-semester course in control theory, system identification, and optimal inputs.

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Control, Identification, and Input Optimization by Robert Kalaba

This book is a self-contained text devoted to the numerical determination of optimal inputs for system identification. It presents the current state of optimal inputs with extensive background material on optimization and system identification. The field of optimal inputs has been an area of considerable research recently with important advances by R. Mehra, G. c. Goodwin, M. Aoki, and N. E. Nahi, to name just a few eminent in- vestigators. The authors' interest in optimal inputs first developed when F. E. Yates, an eminent physiologist, expressed the need for optimal or preferred inputs to estimate physiological parameters. The text assumes no previous knowledge of optimal control theory, numerical methods for solving two-point boundary-value problems, or system identification. As such it should be of interest to students as well as researchers in control engineering, computer science, biomedical en- gineering, operations research, and economics. In addition the sections on beam theory should be of special interest to mechanical and civil en- gineers and the sections on eigenvalues should be of interest to numerical analysts. The authors have tried to present a balanced viewpoint; however, primary emphasis is on those methods in which they have had first-hand experience. Their work has been influenced by many authors. Special acknowledgment should go to those listed above as well as R. Bellman, A. Miele, G. A. Bekey, and A. P. Sage. The book can be used for a two-semester course in control theory, system identification, and optimal inputs.
SKU Unavailable
ISBN 13 9781468476644
ISBN 10 1468476645
Title Control, Identification, and Input Optimization
Author Robert Kalaba
Series Mathematical Concepts And Methods In Science And Engineering
Condition Unavailable
Binding Type Paperback
Publisher Springer-Verlag New York Inc.
Year published 2012-12-12
Number of pages 442
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.