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Generalized homogeneity in systems a...

Polyakov, Andrey.

Generalized homogeneity in systems and control

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Generalized homogeneity in systems and controlby Andrey Polyakov.
作者:	Polyakov, Andrey.
出版者:	Cham :Springer International Publishing :2020.
面頁冊數:	xviii, 447 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Control theory.
電子資源:	https://doi.org/10.1007/978-3-030-38449-4
ISBN:	9783030384494$q(electronic bk.)

Generalized homogeneity in systems and control
Polyakov, Andrey.

Generalized homogeneity in systems and control[electronic resource] /by Andrey Polyakov. - Cham :Springer International Publishing :2020. - xviii, 447 p. :ill., digital ;24 cm. - Communications and control engineering,0178-5354. - Communications and control engineering..

Chapter 1. Introduction -- Part I: Models of Control Systems and Stability Analysis -- Chapter 2. Finite-Dimensional Models -- Chapter 3. Inﬁnite-Dimensional Models -- Chapter 4. Stability and Convergence Rate -- Chapter 5. Method of Lyapunov Functions -- Part II: Homogeneous Control Systems -- Chapter 6. Dilation Groups in Banach, Hilbert and Euclidean Spaces -- Chapter 7. Homogeneous Mappings -- Chapter 8. Analysis of Homogeneous Dynamical Systems -- Chapter 9. Homogeneous Stabilization -- Chapter 10. Consistent Discretization of Homogeneous Models -- Chapter 11. Homogeneous State Estimation -- Chapter 12. Homogeneous Optimal Control -- Appendix -- Index.

This monograph introduces the theory of generalized homogeneous systems governed by differential equations in both Euclidean (finite-dimensional) and Banach/Hilbert (infinite-dimensional) spaces. It develops methods of stability and robustness analysis, control design, state estimation and discretization of homogeneous control systems. Generalized Homogeneity in Systems and Control is structured in two parts. Part I discusses various models of control systems and related tools for their analysis, including Lyapunov functions. Part II deals with the analysis and design of homogeneous control systems. Some of the key features of the text include: mathematical models of dynamical systems in finite-dimensional and infinite-dimensional spaces; the theory of linear dilations in Banach spaces; homogeneous control and estimation; simple methods for an "upgrade" of existing linear control laws; numerical schemes for a consistent digital implementation of homogeneous algorithms; and experiments confirming an improvement of PID controllers. The advanced mathematical material will be of interest to researchers, mathematicians working in control theory and mathematically oriented control engineers.

ISBN: 9783030384494$q(electronic bk.)

Standard No.: 10.1007/978-3-030-38449-4doiSubjects--Topical Terms:

182248
Control theory.

LC Class. No.: QA402.3 / .P659 2020

Dewey Class. No.: 629.8312

Generalized homogeneity in systems and control
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245 1 0 $a Generalized homogeneity in systems and control $h [electronic resource] / $c by Andrey Polyakov.
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520 $a This monograph introduces the theory of generalized homogeneous systems governed by differential equations in both Euclidean (finite-dimensional) and Banach/Hilbert (infinite-dimensional) spaces. It develops methods of stability and robustness analysis, control design, state estimation and discretization of homogeneous control systems. Generalized Homogeneity in Systems and Control is structured in two parts. Part I discusses various models of control systems and related tools for their analysis, including Lyapunov functions. Part II deals with the analysis and design of homogeneous control systems. Some of the key features of the text include: mathematical models of dynamical systems in finite-dimensional and infinite-dimensional spaces; the theory of linear dilations in Banach spaces; homogeneous control and estimation; simple methods for an "upgrade" of existing linear control laws; numerical schemes for a consistent digital implementation of homogeneous algorithms; and experiments confirming an improvement of PID controllers. The advanced mathematical material will be of interest to researchers, mathematicians working in control theory and mathematically oriented control engineers.
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