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Lectures on Dynamics of Stochastic Systems

Gebonden Engels 2010 9780123849663
Verwachte levertijd ongeveer 9 werkdagen

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Fluctuating parameters appear in a variety of physical systems and phenomena. They typically come either as random forces/sources, or advecting velocities, or media (material) parameters, like refraction index, conductivity, diffusivity, etc. Models naturally render to statistical description, where random processes and fields express the input parameters and solutions. The fundamental problem of stochastic dynamics is to identify the essential characteristics of the system (its state and evolution), and relate those to the input parameters of the system and initial data.

This book is a revised and more comprehensive version of Dynamics of Stochastic Systems. Part I provides an introduction to the topic. Part II is devoted to the general theory of statistical analysis of dynamic systems with fluctuating parameters described by differential and integral equations. Part III deals with the analysis of specific physical problems associated with coherent phenomena.

Specificaties

ISBN13:9780123849663
Taal:Engels
Bindwijze:Gebonden

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Inhoudsopgave

<p>Introduction </p> <p>Part I: Dynamical description of stochastic systems </p> <p>Lecture 1. Examples, basic problems, peculiar features of solutions </p> <p>Lecture 2. Solution dependence on problem type, medium parameters, and initial data</p> <p>Lecture 3. Indicator function and Liouville </p> <p>Part II: Statistical description of stochastic systems</p> <p>Lecture 4. Random quantities, processes, and fields </p> <p>Lecture 5. Correlation splitting </p> <p>Lecture 6. General approaches to analyzing stochastic systems </p> <p>Lecture 7. Stochastic equations with the Markovian fluctuations of</p> <p>parameters </p> <p>Lecture 8. Approximation of Gaussian random field delta-correlated</p> <p>in time </p> <p>Lecture 9. Methods for solving and analyzing the Fokker-Planck</p> <p>equation </p> <p>Lecture 10. Some other approximate approaches to the problems of</p> <p>statistical hydrodynamics </p> <p>Part III: Examples of coherent phenomena in stochastic dynamic systems 269</p> <p>Lecture 11. Passive tracer clustering and diffusion in random hydrodynamic and magnetohydrodynamic flows </p> <p>Lecture 12. Wave localization in randomly layered media </p> <p>Lecture 13. Caustic structure of wavefield in random media</p> <p>Bibliography</p>

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