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Science/Engineering Random Dynamical Systems: Theory and Applications

Posted on 2010-03-15




Name:Science/Engineering Random Dynamical Systems: Theory and Applications
ASIN/ISBN:0521825652
Language:English
File size:1.8 Mb
Publish Date: 2007-01-08
ISBN: 0521825652
Pages: 480 pages
File Type: PDF
File Size: 1,8 MB
Other Info: Cambridge University Press
   Science/Engineering Random Dynamical Systems: Theory and Applications

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Rabi Bhattacharya, Mukul Majumdar "Random Dynamical Systems: Theory and Applications"

This treatment provides an exposition of discrete time dynamic processes evolving over an infinite horizon. Chapter 1 reviews some mathematical results from the theory of deterministic dynamical systems, with particular emphasis on applications to economics. The theory of irreducible Markov processes, especially Markov chains, is surveyed in Chapter 2. Equilibrium and long run stability of a dynamical system in which the law of motion is subject to random perturbations is the central theme of Chapters 3-5. A unified account of relatively recent results, exploiting splitting and contractions, that have found applications in many contexts is presented in detail. Chapter 6 explains how a random dynamical system may emerge from a class of dynamic programming problems. With examples and exercises, readers are guided from basic theory to the frontier of applied mathematical research.

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