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181   $ctxt$2rdacontent
182   $cc$2rdamedia
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200 10$aRandom dynamical systems $etheory and applications /$fRabi Bhattacharya, Mukul Majumdar$b[electronic resource]
210  1$aCambridge :$cCambridge University Press,$d2007.
215   $a1 online resource (xv, 463 pages) $cdigital, PDF file(s)
300   $aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
311   $a0-521-53272-8 
311   $a0-521-82565-2 
320   $aIncludes bibliographical references (p. 435-451) and indexes.
327   $aCover; Half-title; Dedication; Title; Copyright; Contents; Preface; Acknowledgment; Notation; 1 Dynamical Systems; 2 Markov Processes; 3 Random Dynamical Systems; 4 Random Dynamical Systems: Special Structures; 5 Invariant Distributions: Estimation and Computation; 6 Discounted Dynamic Programming Under Uncertainty; Appendix; Bibliography; Author Index; Subject Index
330   $aThis 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.
606   $aRandom dynamical systems
615  0$aRandom dynamical systems.
676   $a515/.39
700   $aBhattacharya$b R. N$g(Rabindra Nath),$f1937-$0102761
702   $aMajumdar$b Mukul$f1944-
801  0$bUkCbUP
801  1$bUkCbUP
906   $aBOOK
912   $a9910784444503321
996   $aRandom dynamical systems$93675886
997   $aUNINA