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Smooth Ergodic Theory of Random Dynamical Systems / by Pei-Dong Liu, Min Qian
(Lecture Notes in Mathematics. ISSN:16179692 ; 1606)

1st ed. 1995.
出版者 Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
出版年 1995
本文言語 英語
大きさ XII, 228 p : online resource
冊子体 Smooth ergodic theory of random dynamical systems / Pei-Dong Liu, Min Qian. ; 1606
著者標目 *Liu, Pei-Dong author
Qian, Min author
SpringerLink (Online service)
件 名 LCSH:Manifolds (Mathematics)
LCSH:Probabilities
LCSH:System theory
LCSH:Thermodynamics
LCSH:Mathematical physics
FREE:Manifolds and Cell Complexes
FREE:Probability Theory
FREE:Complex Systems
FREE:Thermodynamics
FREE:Theoretical, Mathematical and Computational Physics
一般注記 Preliminaries -- Entropy and Lyapunov exponents of random diffeomorphisms -- Estimation of entropy from above through Lyapunov exponents -- Stable invariant manifolds of random diffeomorphisms -- Estimation of entropy from below through Lyapunov exponents -- Stochastic flows of diffeomorphisms -- Characterization of measures satisfying entropy formula -- Random perturbations of hyperbolic attractors
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
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分 類 LCC:QA613-613.8
DC23:514.34
書誌ID 4000109571
ISBN 9783540492917

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