Discrete Probability and Algorithms

Name: Discrete Probability and Algorithms
SKU: 2434509
Price: 260.99 AUD
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Hardback

Series:

The IMA Volumes in Mathematics and Its Applications

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Description

This book develops a clear and systematic treatment of time series of data, regular and chaotic, that one finds in observations of nonlinear systems. The reader is led from measurements of one or more variables through the steps of building models of the source as a dynamical system, classifying the source by its dynamical characteristics, and finally predicting and controlling the dynamical system. The text examines methods for separating the signal of physical interest from contamination by unwanted noise, and for investigating the phase space of the chaotic signal and its properties. The emphasis throughout is on the use of the modern mathematical tools for investigating chaotic behavior to uncover properties of physical systems. The methods require knowledge of dynamical systems at the advanced undergraduate level and some knowledge of Fourier transforms and other signal processing methods. The toolkit developed in the book will provide the reader with efficient and effective methods for analyzing signals from nonlinear sources; these methods are applicable to problems of control, communication, and prediction in a wide variety of systems encountered in physics, chemistry, biology, and geophysics.

Release date Australia

June 29th, 1995

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational

Contributors

Edited by David Aldous
Edited by J.Michael Steele
Edited by Joel Spencer
Edited by Persi Diaconis

Illustrations

XVII, 158 p.

Pages

158

Series

The IMA Volumes in Mathematics and Its Applications

Dimensions

156x234x11

ISBN-13

9780387945323

Product ID

2434509

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Discrete Probability and Algorithms

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