Attractor dimension estimates for dynamical systems: theory and computation dedicated to Gennady Leonov

Attractors and Lyapunov Functions -- Singular Values, Exterior Calculus and Logarithmic Norms -- Introduction to Dimension Theory. .

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Bibliographische Detailangaben
1. Verfasser:	Kuznecov, Nikolaj G. (VerfasserIn)
Weitere Verfasser:	Reitmann, Volker (VerfasserIn), Leonov, Gennadij A. (GefeierteR)
Format:	UnknownFormat
Sprache:	eng
Veröffentlicht:	Cham Springer 2021
Schriftenreihe:	Emergence, complexity and computation volume 38
Schlagworte:	Computers. > Statistical physics. > Dynamical systems.
Online Zugang:	Inhaltsverzeichnis zbMATH
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Beschreibung
Zusammenfassung:	Attractors and Lyapunov Functions -- Singular Values, Exterior Calculus and Logarithmic Norms -- Introduction to Dimension Theory. . This book provides analytical and numerical methods for the estimation of dimension characteristics (Hausdorff, Fractal, Carathéodory dimensions) for attractors and invariant sets of dynamical systems and cocycles generated by smooth differential equations or maps in finite-dimensional Euclidean spaces or on manifolds. It also discusses stability investigations using estimates based on Lyapunov functions and adapted metrics. Moreover, it introduces various types of Lyapunov dimensions of dynamical systems with respect to an invariant set, based on local, global and uniform Lyapunov exponents, and derives analytical formulas for the Lyapunov dimension of the attractors of the Hénon and Lorenz systems. Lastly, the book presents estimates of the topological entropy for general dynamical systems in metric spaces and estimates of the topological dimension for orbit closures of almost periodic solutions to differential equations.
Beschreibung:	xix, 545 Seiten Illustrationen
ISBN:	9783030509866 978-3-030-50986-6