Random Dynamical Systems: Theory and Applications (Hardcover)

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Product Overview

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.

Specifications

Publisher Cambridge University Press
Mfg Part# 9780521825658
SKU 203298365
Format Hardcover
ISBN10 0521825652
Release Date 5/29/2012
Product Attributes
eBooks Kobo
Book Format Hardcover
Number of Pages 0463
Publisher Cambridge University Press
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