Random Perturbation Methods with Applications in Science and Engineering

Author:   Anatoli V. Skorokhod ,  Frank C. Hoppensteadt ,  Habib D. Salehi
Publisher:   Springer-Verlag New York Inc.
Edition:   2002 ed.
Volume:   150
ISBN:  

9780387954271


Pages:   490
Publication Date:   09 July 2002
Format:   Hardback
Availability:   In Print   Availability explained
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Random Perturbation Methods with Applications in Science and Engineering


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Overview

This book covers the impact of noise on models that are widely used in science and engineering applications. It applies perturbed methods which assume noise changes on a faster time or space scale than the system being studied. The book is written in two parts. The first part presents a careful development of mathematical methods needed to study random perturbations of dynamical systems. The second part presents non-random problems in a variety of important applications. Such problems are reformulated to account for both external and system random noise. Finally, the results from Part I are applied to analyze, simulate, and visualize the same problems now perturbed by noise. Applications from mechanical, electrical, and biological problems are discussed. In addition, numerous computer simulations and examples are included. Researchers and graduate students in mathematics and engineering will find this book useful.

Full Product Details

Author:   Anatoli V. Skorokhod ,  Frank C. Hoppensteadt ,  Habib D. Salehi
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   2002 ed.
Volume:   150
Dimensions:   Width: 15.50cm , Height: 2.80cm , Length: 23.50cm
Weight:   1.950kg
ISBN:  

9780387954271


ISBN 10:   0387954279
Pages:   490
Publication Date:   09 July 2002
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Ergodic Theorems.- Convergence Properties of Stochastic Processes.- Averaging.- Normal Deviations.- Diffusion Approximation.- Stability.- Markov Chains with Random Transition Probabilities.- Randomly Perturbed Mechanical Systems.- Dynamical Systems on a Torus.- Phase—Locked Loops.- Models in Population Biology.- Genetics.

Reviews

From the reviews: <p> The authors introduce the reader to the mathematical theory of randomly perturbed dynamical systems. a ] the authors make the laudable attempt to introduce others, e.g. engineers and biologists (and non-expert mathematicians) a ] by starting the book with an Introduction that in less technical terms illustrates the main facts of the theory and how these facts help one better understand the dynamical systems considered by scientists and engineers. This, together with many computer-simulated visualizations, may make the book accessible to scientists and engineers a ] . (Volker Wihstutz, Mathematical Reviews, 2003 m) <p> This monograph contains a well-written rigorous mathematical treatment a ] and deals with modern concepts such as dynamical systems, stochastic processes, stability, Markov chains, population biology, etc. a ] In summary, this reviewer would definitely recommend Random Perturbation Methods with Applications in Science and Engineering to those researchers and graduate students a ] who require tools to investigate stochastic systems. The book qualifies to be a reference work that certainly would be a valuable addition in libraries of universities and laboratories pursuing research in Applied Mathematics. (VD Radulescu, Applied Mechanics Reviews, Vol. 56 (4), 2003) <p>


From the reviews: The authors introduce the reader to the mathematical theory of randomly perturbed dynamical systems. ... the authors make the laudable attempt to introduce others, e.g. engineers and biologists (and non-expert mathematicians) ... by starting the book with an Introduction that in less technical terms illustrates the main facts of the theory and how these facts help one better understand the dynamical systems considered by scientists and engineers. This, together with many computer-simulated visualizations, may make the book accessible to scientists and engineers ... . (Volker Wihstutz, Mathematical Reviews, 2003 m) This monograph contains a well-written rigorous mathematical treatment ... and deals with modern concepts such as dynamical systems, stochastic processes, stability, Markov chains, population biology, etc. ... In summary, this reviewer would definitely recommend Random Perturbation Methods with Applications in Science and Engineering to those researchers and graduate students ... who require tools to investigate stochastic systems. The book qualifies to be a reference work that certainly would be a valuable addition in libraries of universities and laboratories pursuing research in Applied Mathematics. (VD Radulescu, Applied Mechanics Reviews, Vol. 56 (4), 2003)


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