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Random Dynamical Systems

Theory and Applications

By: No Information Available

Paperback | 19 March 2007

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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.
Industry Reviews
As I turn the pages of this new book, I come to realize how lucky graduate students of today are. - Paul A. Samuelson, Nobel Laureate, Massachusetts Institute of Technology This book is a brilliant and clear synthesis of the known results on random processes in time. Any economist modeling the growth and cyclical behavior of an economy or of a smaller economic unit will need many of the results displayed and proved and will find no alternative as complete and clear. The numerous well-chosen problems are a bonus. - Kenneth J. Arrow, Nobel Laureate, Stanford University This impressive and unique volume will be an excellent textbook as well as a valuable reference for economists and others interested in random dynamical systems. In addition to a rigorous treatment of the basic theory, the volume includes an introductory section on deterministic dynamical systems, an exposition of stochastic dynamic programming, and various applications to economic models, as well as many exercises and an appendix with basic mathematical background material. - Roy Radner, Stern School, New York University This beautiful and elegantly written book by two world class scholars belongs on the bookshelf of any scholar who uses stochastic dynamical systems in his work. This includes ecologists, economists, mathematicians, mathematical biologists, statisticians, and many others. - William A. Brock, University of Wisconsin, Madison Random Dynamical Systems is the product of the joint works of two masters, Rabi Bhattacharya and Mukul Majumdar, in mathematical statistics and mathematical economics, respectively. It presents the rigorous and yet lucid treatment of the theory of discrete time dynamical processes with applications to economics. I believe that this book will acquire the stature as the text of choice for students and researchers on this field for many years to come. - Kazuo Nishimura, Kyoto University "This is a beautiful book. Although mostly oriented towards economic applications, there are sufficient references to and illustrations of other application scenarios to make this of interest to a far wider readership than merely econometricians. Engineers, statisticians, and physicists would find the material of interest and value." - International Statistical Review

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