Smooth Ergodic Theory Of Random Dynamical Systems
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Smooth Ergodic Theory of Random Dynamical Systems
Author | : Pei-Dong Liu,Min Qian |
Publsiher | : Springer |
Total Pages | : 233 |
Release | : 2006-11-14 |
Genre | : Mathematics |
ISBN | : 9783540492917 |
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This book studies ergodic-theoretic aspects of random dynam- ical systems, i.e. of deterministic systems with noise. It aims to present a systematic treatment of a series of recent results concerning invariant measures, entropy and Lyapunov exponents of such systems, and can be viewed as an update of Kifer's book. An entropy formula of Pesin's type occupies the central part. The introduction of relation numbers (ch.2) is original and most methods involved in the book are canonical in dynamical systems or measure theory. The book is intended for people interested in noise-perturbed dynam- ical systems, and can pave the way to further study of the subject. Reasonable knowledge of differential geometry, measure theory, ergodic theory, dynamical systems and preferably random processes is assumed.
Smooth Ergodic Theory of Random Dynamical Systems
Author | : Pei-Dong Liu,Min Qian |
Publsiher | : Unknown |
Total Pages | : 240 |
Release | : 2014-01-15 |
Genre | : Electronic Book |
ISBN | : 3662200198 |
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Random Dynamical Systems
Author | : Ludwig Arnold |
Publsiher | : Springer Science & Business Media |
Total Pages | : 590 |
Release | : 2013-04-17 |
Genre | : Mathematics |
ISBN | : 9783662128787 |
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The first systematic presentation of the theory of dynamical systems under the influence of randomness, this book includes products of random mappings as well as random and stochastic differential equations. The basic multiplicative ergodic theorem is presented, providing a random substitute for linear algebra. On its basis, many applications are detailed. Numerous instructive examples are treated analytically or numerically.
Introduction to Smooth Ergodic Theory
Author | : Luís Barreira,Yakov Pesin |
Publsiher | : American Mathematical Society |
Total Pages | : 355 |
Release | : 2023-05-19 |
Genre | : Mathematics |
ISBN | : 9781470470654 |
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This book is the first comprehensive introduction to smooth ergodic theory. It consists of two parts: the first introduces the core of the theory and the second discusses more advanced topics. In particular, the book describes the general theory of Lyapunov exponents and its applications to the stability theory of differential equations, the concept of nonuniform hyperbolicity, stable manifold theory (with emphasis on absolute continuity of invariant foliations), and the ergodic theory of dynamical systems with nonzero Lyapunov exponents. A detailed description of all the basic examples of conservative systems with nonzero Lyapunov exponents, including the geodesic flows on compact surfaces of nonpositive curvature, is also presented. There are more than 80 exercises. The book is aimed at graduate students specializing in dynamical systems and ergodic theory as well as anyone who wishes to get a working knowledge of smooth ergodic theory and to learn how to use its tools. It can also be used as a source for special topics courses on nonuniform hyperbolicity. The only prerequisite for using this book is a basic knowledge of real analysis, measure theory, differential equations, and topology, although the necessary background definitions and results are provided. In this second edition, the authors improved the exposition and added more exercises to make the book even more student-oriented. They also added new material to bring the book more in line with the current research in dynamical systems.
Smooth Ergodic Theory for Endomorphisms
Author | : Min Qian,Jian-Sheng Xie,Shu Zhu |
Publsiher | : Springer |
Total Pages | : 277 |
Release | : 2009-07-07 |
Genre | : Mathematics |
ISBN | : 9783642019548 |
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Ideal for researchers and graduate students, this volume sets out a general smooth ergodic theory for deterministic dynamical systems generated by non-invertible endomorphisms. Its focus is on the relations between entropy, Lyapunov exponents and dimensions.
Ergodic Theory Analysis and Efficient Simulation of Dynamical Systems
Author | : Bernold Fiedler |
Publsiher | : Springer Science & Business Media |
Total Pages | : 820 |
Release | : 2012-12-06 |
Genre | : Mathematics |
ISBN | : 9783642565892 |
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Presenting very recent results in a major research area, this book is addressed to experts and non-experts in the mathematical community alike. The applied issues range from crystallization and dendrite growth to quantum chaos, conveying their significance far into the neighboring disciplines of science.
Local Entropy Theory of a Random Dynamical System
Author | : Anthony H. Dooley, Guohua Zhang |
Publsiher | : American Mathematical Soc. |
Total Pages | : 106 |
Release | : 2014-12-20 |
Genre | : Mathematics |
ISBN | : 9781470410551 |
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In this paper the authors extend the notion of a continuous bundle random dynamical system to the setting where the action of R or N is replaced by the action of an infinite countable discrete amenable group. Given such a system, and a monotone sub-additive invariant family of random continuous functions, they introduce the concept of local fiber topological pressure and establish an associated variational principle, relating it to measure-theoretic entropy. They also discuss some variants of this variational principle. The authors introduce both topological and measure-theoretic entropy tuples for continuous bundle random dynamical systems, and apply variational principles to obtain a relationship between these of entropy tuples. Finally, they give applications of these results to general topological dynamical systems, recovering and extending many recent results in local entropy theory.
Mathematics of Complexity and Dynamical Systems
Author | : Robert A. Meyers |
Publsiher | : Springer Science & Business Media |
Total Pages | : 1885 |
Release | : 2011-10-05 |
Genre | : Mathematics |
ISBN | : 9781461418054 |
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Mathematics of Complexity and Dynamical Systems is an authoritative reference to the basic tools and concepts of complexity, systems theory, and dynamical systems from the perspective of pure and applied mathematics. Complex systems are systems that comprise many interacting parts with the ability to generate a new quality of collective behavior through self-organization, e.g. the spontaneous formation of temporal, spatial or functional structures. These systems are often characterized by extreme sensitivity to initial conditions as well as emergent behavior that are not readily predictable or even completely deterministic. The more than 100 entries in this wide-ranging, single source work provide a comprehensive explication of the theory and applications of mathematical complexity, covering ergodic theory, fractals and multifractals, dynamical systems, perturbation theory, solitons, systems and control theory, and related topics. Mathematics of Complexity and Dynamical Systems is an essential reference for all those interested in mathematical complexity, from undergraduate and graduate students up through professional researchers.