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2022 | Buch

Introduction to Geometric Control

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Über dieses Buch

This text is an enhanced, English version of the Russian edition, published in early 2021 and is appropriate for an introductory course in geometric control theory. The concise presentation provides an accessible treatment of the subject for advanced undergraduate and graduate students in theoretical and applied mathematics, as well as to experts in classic control theory for whom geometric methods may be introduced. Theory is accompanied by characteristic examples such as stopping a train, motion of mobile robot, Euler elasticae, Dido's problem, and rolling of the sphere on the plane. Quick foundations to some recent topics of interest like control on Lie groups and sub-Riemannian geometry are included. Prerequisites include only a basic knowledge of calculus, linear algebra, and ODEs; preliminary knowledge of control theory is not assumed. The applications problems-oriented approach discusses core subjects and encourages the reader to solve related challenges independently. Highly-motivated readers can acquire working knowledge of geometric control techniques and progress to studying control problems and more comprehensive books on their own. Selected sections provide exercises to assist in deeper understanding of the material.

Controllability and optimal control problems are considered for nonlinear nonholonomic systems on smooth manifolds, in particular, on Lie groups. For the controllability problem, the following questions are considered: controllability of linear systems, local controllability of nonlinear systems, Nagano–Sussmann Orbit theorem, Rashevskii–Chow theorem, Krener's theorem. For the optimal control problem, Filippov's theorem is stated, invariant formulation of Pontryagin maximum principle on manifolds is given, second-order optimality conditions are discussed, and the sub-Riemannian problem is studied in detail. Pontryagin maximum principle is proved for sub-Riemannian problems, solution to the sub-Riemannian problems on the Heisenberg group, the group of motions of the plane, and the Engel group is described.

Inhaltsverzeichnis

Frontmatter
Chapter 1. Introduction
Abstract
We begin this chapter by stating several specific control problems, many of which will be studied in the book. Then we describe two main general problems of this book—the controllability problem and the optimal control problem. Finally, we recall some basic facts on smooth manifolds, vector fields, and Lie groups.
Yuri Sachkov
Chapter 2. Controllability Problem
Abstract
In this chapter we study the controllability problem. First we prove the classic Kalman controllability test for linear autonomous systems and a related sufficient local controllability condition for nonlinear systems via linearisation. Then we prove the fundamental Nagano–Sussmann Orbit theorem and its corollaries, including the Rashevskii–Chow and the Frobenius theorems. Finally, we prove an important Krener’s theorem on attainable sets of full-rank systems. Theoretical development is illustrated by the study of systems given in Sect. 1.​1.​1.
Yuri Sachkov
Chapter 3. Optimal Control Problem
Abstract
In this chapter we study the optimal control problem. First, we present Filippov’s sufficient condition for existence of optimal controls. Then, we state the Pontryagin maximum principle in invariant form for problems on smooth manifolds.
Yuri Sachkov
Chapter 4. Solution to Optimal Control Problems
Abstract
We present solutions to Dido’s problem, Euler’s elastic problem, and the sub-Riemannian problems on the group \(\operatorname {SE}(2)\) and on the Engel group.
Yuri Sachkov
Chapter 5. Conclusion
Abstract
We complete the book by recommendations for further reading.
Yuri Sachkov
Backmatter
Metadaten
Titel
Introduction to Geometric Control
verfasst von
Yuri Sachkov
Copyright-Jahr
2022
Electronic ISBN
978-3-031-02070-4
Print ISBN
978-3-031-02072-8
DOI
https://doi.org/10.1007/978-3-031-02070-4

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