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Analysis of Observed Chaotic Data (Hardcover) Loot Price: R2,596
Discovery Miles 25 960
Analysis of Observed Chaotic Data (Hardcover): H.D. Abarbanel

Analysis of Observed Chaotic Data (Hardcover)

H.D. Abarbanel

Series: Institute for Nonlinear Science (Closed)

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Loot Price R2,596 Discovery Miles 25 960 | Repayment Terms: R243 pm x 12*

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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.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Institute for Nonlinear Science (Closed)
Release date: October 1995
Authors: H.D. Abarbanel
Dimensions: 248 x 171mm (L x W)
Format: Hardcover
Pages: 210
ISBN-13: 978-0-387-94523-1
Categories: Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Science & Mathematics > Mathematics > Applied mathematics > Chaos theory
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LSN: 0-387-94523-7
Barcode: 9780387945231

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