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AuthorArnold, Ludwig. author
TitleRandom Dynamical Systems [electronic resource] / by Ludwig Arnold
ImprintBerlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1998
Connect tohttp://dx.doi.org/10.1007/978-3-662-12878-7
Descript XV, 586 p. online resource

SUMMARY

This book is the first systematic presentation of the theory of random dynamical systems, i.e. of dynamical systems under the influence of some kind of randomness. The theory comprises products of random mappings as well as random and stochastic differential equations. The author's approach is based on Oseledets'multiplicative ergodic theorem for linear random systems, for which a detailed proof is presented. This theorem provides us with a random substitute of linear algebra and hence can serve as the basis of a local theory of nonlinear random systems. In particular, global and local random invariant manifolds are constructed and their regularity is proved. Techniques for simplifying a system by random continuous or smooth coordinate tranformations are developed (random Hartman-Grobman theorem, random normal forms). Qualitative changes in families of random systems (random bifurcation theory) are also studied. A dynamical approach is proposed which is based on sign changes of Lyapunov exponents and which extends the traditional phenomenological approach based on the Fokker-Planck equation. Numerous instructive examples are treated analytically or numerically. The main intention is, however, to present a reliable and rather complete source of reference which lays the foundations for future works and applications


CONTENT

I. Random Dynamical Systems and Their Generators -- 1. Basic Definitions. Invariant Measures -- 2. Generation -- II. Multiplicative Ergodic Theory -- 3. The Multiplicative Ergodic Theorem in Euclidean Space -- 4. The Multiplicative Ergodic Theorem on Bundles and Manifolds -- 5. The MET for Related Linear and Affine RDS -- 6. RDS on Homogeneous Spaces of the General Linear Group -- III. Smooth Random Dynamical Systems -- 7. Invariant Manifolds -- 8. Normal Forms -- 9. Bifurcation Theory -- IV. Appendices -- Appendix A. Measurable Dynamical Systems -- A.1 Ergodic Theory -- A.2 Stochastic Processes and Dynamical Systems -- A.3 Stationary Processes -- A.4 Markov Processes -- Appendix B. Smooth Dynamical Systems -- B.1 Two-Parameter Flows on a Manifold -- B.4 Autonomous Case: Dynamical Systems -- B.5 Vector Fields and Flows on Manifolds -- References


Mathematics Mathematical analysis Analysis (Mathematics) Dynamics Ergodic theory Integral equations System theory Probabilities Statistical physics Dynamical systems Mathematics Analysis Integral Equations Dynamical Systems and Ergodic Theory Probability Theory and Stochastic Processes Statistical Physics Dynamical Systems and Complexity Systems Theory Control



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