Overview
- Offers thorough examination of control of linear systems and of nonlinear systems
- Highlights the necessary and sufficient conditions of optimal processes
- Showcases application of the theory in complex control problems
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About this book
This textbook, now in its second edition, results from lectures, practical problems, and workshops on Optimal Control, given by the authors at Irkutsk State University, Far Eastern Federal University (both in Vladivostok, Russia), and Kwangwoon University (Seoul, South Korea).
In this work, the authors cover the theory of linear and nonlinear systems, touching on the basic problem of establishing the necessary and sufficient conditions of optimal processes. Readers will find two new chapters, with results of potential interest to researchers with a focus on the theory of optimal control, as well as to those interested in applications in Engineering and related sciences. In addition, several improvements have been made through the text.
This book is structured in three parts. Part I starts with a gentle introduction to the basic concepts in Optimal Control. In Part II, the theory of linear control systems is constructed on thebasis of the separation theorem and the concept of a reachability set. The authors prove the closure of reachability set in the class of piecewise continuous controls and touch on the problems of controllability, observability, identification, performance, and terminal control. Part III, in its turn, is devoted to nonlinear control systems. Using the method of variations and the Lagrange multipliers rule of nonlinear problems, the authors prove the Pontryagin maximum principle for problems with mobile ends of trajectories.
Problem sets at the end of chapters and a list of additional tasks, provided in the appendix, are offered for students seeking to master the subject. The exercises have been chosen not only as a way to assimilate the theory but also as to induct the application of such knowledge in more advanced problems.
In this work, the authors cover the theory of linear and nonlinear systems, touching on the basic problem of establishing the necessary and sufficient conditions of optimal processes. Readers will find two new chapters, with results of potential interest to researchers with a focus on the theory of optimal control, as well as to those interested in applications in Engineering and related sciences. In addition, several improvements have been made through the text.
This book is structured in three parts. Part I starts with a gentle introduction to the basic concepts in Optimal Control. In Part II, the theory of linear control systems is constructed on thebasis of the separation theorem and the concept of a reachability set. The authors prove the closure of reachability set in the class of piecewise continuous controls and touch on the problems of controllability, observability, identification, performance, and terminal control. Part III, in its turn, is devoted to nonlinear control systems. Using the method of variations and the Lagrange multipliers rule of nonlinear problems, the authors prove the Pontryagin maximum principle for problems with mobile ends of trajectories.
Problem sets at the end of chapters and a list of additional tasks, provided in the appendix, are offered for students seeking to master the subject. The exercises have been chosen not only as a way to assimilate the theory but also as to induct the application of such knowledge in more advanced problems.
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Table of contents (16 chapters)
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Front Matter
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Introduction
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Front Matter
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Control of Linear Systems
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Front Matter
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Authors and Affiliations
About the authors
Leonid T. Ashchepkov is a Professor in the Department of Mathematics of the Institute of Mathematics and Computer Technologies at Far Eastern Federal University, Vladivostok, Russi
Dmitriy V. Dolgy is a Professor in the Kwangwoon Glocal Education Center at Kwangwoon University, Seoul, Korea & in the Department of Mathematics of the Institute of Mathematics and Computer Technologies at Far Eastern Federal University, Vladivostok, Russia
Ravi P. Agarwal is a Professor and the chair of the Department of Mathematics at Texas A&M University.
Bibliographic Information
Book Title: Optimal Control
Authors: Leonid T. Ashchepkov, Dmitriy V. Dolgy, Taekyun Kim, Ravi P. Agarwal
DOI: https://doi.org/10.1007/978-3-030-91029-7
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
Hardcover ISBN: 978-3-030-91028-0Published: 13 January 2022
eBook ISBN: 978-3-030-91029-7Published: 12 January 2022
Edition Number: 2
Number of Pages: XVII, 251
Number of Illustrations: 64 b/w illustrations
Topics: Calculus of Variations and Optimal Control; Optimization, Systems Theory, Control