Random dynamical systems : theory and applications / Rabi Bhattacharya, Mukul Majumdar.

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 processe...

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Bibliographic Details
Main Author: Bhattacharya, R. N. (Rabindra Nath), 1937-
Other Authors: Majumdar, Mukul, 1944-
Format: eBook
Language:English
Published: Cambridge ; New York : Cambridge University Press, 2007.
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Online Access:Click for online access
Description
Summary: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.
Physical Description:1 online resource (xv, 463 pages) : illustrations
Bibliography:Includes bibliographical references (pages 435-451) and indexes.
ISBN:9780511275067
0511275064
0521532728
9780521532723
0521825652
9780521825658
051127436X
9780511274367
051161862X
9780511618628
9780511273537
0511273533
9786610815883
6610815887
1107159954
9781107159952
1280815884
9781280815881
0511320795
9780511320798
Language:English.
Source of Description, Etc. Note:Print version record.