Chaos, Fractals, and Noise: Stochastic Aspects of Dynamics
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About the Book
In recent years there has been an explosive growth in the study of physical, biological, and economic systems that can be profitably studied using densities. Because of the general inaccessibility of the mathematical literature to the nonspecialist, little diffusion of the applicable mathematics into the study of these "chaotic" systems has taken place. This book will help bridge that gap. To show how densities arise in simple deterministic systems, the authors give a unified treatment of a variety of mathematical systems generating densities, ranging from one-dimensional discrete time transformations through continuous time systems described by integro-partial-differential equations. Examples have been drawn from many fields to illustrate the utility of the concepts and techniques presented, and the ideas in this book should thus prove useful in the study of a number of applied sciences. The authors assume that the reader has a knowledge of advanced calculus and differential equations. Basic concepts from measure theory, ergodic theory, the geometry of manifolds, partial differential equations, probability theory and Markov processes, and stochastic integrals and differential equations are introduced as needed. Physicists, chemists, and biomathematicians studying chaotic behavior will find this book of value. It will also be a useful reference or text for mathematicians and graduate students working in ergodic theory and dynamical systems.

This book gives a unified treatment of a variety of mathematical systems generating densities, ranging from one-dimensional discrete time transformations through continuous time systems described by integro-partial-differential equations. Examples have been drawn from a variety of the sciences to illustrate the utility of the techniques presented. This material was organized and written to be accessible to scientists with knowledge of advanced calculus and differential equations. In various concepts from measure theory, ergodic theory, the geometry of manifolds, partial differential equations, probability theory and Markov processes, and chastic integrals and differential equations are introduced. The past few years have witnessed an explosive growth in interest in physical, biological, and economic systems that could be profitably studied using densities. Due to the general inaccessibility of the mathematical literature to the non-mathematician, there has been little diffusion of the concepts and techniques from ergodic theory into the study of these "chaotic" systems. This book intends to bridge that gap.
Book Details
ISBN-13: 9780387940496
EAN: 9780387940496
Publisher Date: 01 Apr 1998
Binding: Hardcover
Continuations: English
Dewey: 003.75
Height: 239 mm
Language: English
MediaMail: Y
Number of Items: 01
Returnable: N
Spine Width: 27 mm
Weight: 876 gr
ISBN-10: 0387940499
Publisher: Springer
Acedemic Level: English
Book Type: English
Depth: 25
Edition: 0002-1994. Corr. 3rd
Illustration: Y
LCCN: 93010432
No of Pages: 474
PrintOnDemand: Y
Series Title: Paperback
Sub Title: Stochastic Aspects of Dynamics
Width: 161 mm
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