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Generalized homogeneity in systems and control.. Volume I,. Finite-dimensional systems

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Generalized homogeneity in systems and control./ by Andrey Polyakov.
其他題名:	Finite-dimensional systems
作者:	Polyakov, Andrey.
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xx, 694 p. :ill. (some col.), digital ;24 cm.
內容註:	Chapter 1. Introduction -- Chapter 2. Finite-Dimensional Dynamical Systems -- Chapter 3. Stability and Robustness -- Chapter 4. Method of Lyapunov Function -- Chapter 5. Linear Dilation in Euclidean Space -- Chapter 6. Finite-dimensional Homogeneous Mappings -- Chapter 7. Analysis of Homogeneous Systems -- Chapter 8. Discretization of Homogeneous Systems -- Chapter 9. Homogeneous Stabilization of Linear Plant -- Chapter 10. Digitization of Homogeneous Control -- Chapter 11. Upgrading Linear Controller to Homogeneous Feedback -- Chapter 12. Safety-Critical Homogeneous Systems -- Chapter 13. Homogeneous Optimal Control -- Chapter 14. Homogeneous State Estimation -- Chapter 15. Homogeneous Control of Nonlinear Plants -- Chapter 16. Homogeneous Artificial Neural Network -- Chapter 17. Homogeneity in Multi-Agent Systems -- Appendix.
Contained By:	Springer Nature eBook
標題:	Control theory. -
電子資源:	https://doi.org/10.1007/978-3-031-76246-8
ISBN:	9783031762468

Generalized homogeneity in systems and control.. Volume I,. Finite-dimensional systems
Polyakov, Andrey.

Generalized homogeneity in systems and control.Volume I,Finite-dimensional systems[electronic resource] /Finite-dimensional systemsby Andrey Polyakov. - Second edition. - Cham :Springer Nature Switzerland :2025. - xx, 694 p. :ill. (some col.), digital ;24 cm. - Communications and control engineering,2197-7119. - Communications and control engineering..

Chapter 1. Introduction -- Chapter 2. Finite-Dimensional Dynamical Systems -- Chapter 3. Stability and Robustness -- Chapter 4. Method of Lyapunov Function -- Chapter 5. Linear Dilation in Euclidean Space -- Chapter 6. Finite-dimensional Homogeneous Mappings -- Chapter 7. Analysis of Homogeneous Systems -- Chapter 8. Discretization of Homogeneous Systems -- Chapter 9. Homogeneous Stabilization of Linear Plant -- Chapter 10. Digitization of Homogeneous Control -- Chapter 11. Upgrading Linear Controller to Homogeneous Feedback -- Chapter 12. Safety-Critical Homogeneous Systems -- Chapter 13. Homogeneous Optimal Control -- Chapter 14. Homogeneous State Estimation -- Chapter 15. Homogeneous Control of Nonlinear Plants -- Chapter 16. Homogeneous Artificial Neural Network -- Chapter 17. Homogeneity in Multi-Agent Systems -- Appendix.

This book is an introduction to the theory of homogeneous systems, useful for the simplification of many types of nonlinear control problems. It propounds methods that can be employed when linearization proves unsuitable and provides a unified approach to stability and robustness analysis, control and observer design, and system discretization. The second edition splits the coverage of homogeneity, allowing expanded coverage of finite-dimensional systems (in this book) and infinite-dimensional systems (in Volume II). The results are better systematized and easier for readers to study and assimilate. The first volume details the concepts of finite-time and fixed-time stability. Key features of the book include: mathematical models of dynamical systems in finite-dimensional spaces; the theory of linear dilations in Euclidean spaces; homogeneous control and estimation; extensively expanded and original chapters with entirely new treatments of digitization, safety-critical systems, neural networks, and multiagent control; simple methods for an upgrade of existing linear control laws; numerical schemes for a consistent digital implementation of homogeneous algorithms; and experimental results that confirm an improvement of PID controllers. Illustrative examples-numerical results, computer simulations, and real experiments-support all the theoretical material. The coverage of finite-dimensional systems presented in this book is of interest to graduate students of control theory from engineering and applied-mathematical backgrounds and to practising control engineers.

ISBN: 9783031762468

Standard No.: 10.1007/978-3-031-76246-8doiSubjects--Topical Terms:

535880
Control theory.

LC Class. No.: QA402.3

Dewey Class. No.: 629.8312

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