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Chaos and Time-Series Analysis Julien Clinton Sprott (Department of Physics, University of Wisconsin, Madison)

Chaos and Time-Series Analysis By Julien Clinton Sprott (Department of Physics, University of Wisconsin, Madison)

Chaos and Time-Series Analysis by Julien Clinton Sprott (Department of Physics, University of Wisconsin, Madison)


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Summary

An introduction to developments in chaos and related topics in nonlinear dynamics, including the detection and quantification of chaos in experimental data, fractals, and complex systems. The author assumes only an elementary knowledge of calculus.

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Chaos and Time-Series Analysis Summary

Chaos and Time-Series Analysis by Julien Clinton Sprott (Department of Physics, University of Wisconsin, Madison)

An introduction to developments in chaos and related topics in nonlinear dynamics, including the detection and quantification of chaos in experimental data, fractals, and complex systems. Most of the important elementary concepts in nonlinear dynamics are discussed, with emphasis on the physical concepts and useful results rather than mathematical proofs and derivations. While many books on chaos are purely qualitative and many others are highly mathematical, this book fills the middle ground by giving the essential equations, but in the simplest possible form. It assumes only an elementary knowledge of calculus. Complex numbers, differential equations, and vector calculus are used in places, but those tools are described as required. The book is aimed at the student, scientist, or engineer who wants to learn how to use the ideas in a practical setting. It is written at a level suitable for advanced undergraduate and beginning graduate students in all fields of science and engineering.

Chaos and Time-Series Analysis Reviews

... comprehensive ... most suitable for systematic study but can also serve as a useful reference work in your library ... an indispensable addition to my bookshelf ... the explanations and support material will fill in the necessary updating of your mathematics ... The extensive and evolving website back-up makes the book unique and even more valuable. It stays up to date as the field evolves. The book is thus perfect for self-instruction, or for use as a classroom textbook, and of course, as a reference work for workers in any field of science. * Nonlinear Dynamics in Psychology and Life Sciences *

About Julien Clinton Sprott (Department of Physics, University of Wisconsin, Madison)

Professor Julien Clinton Sprott Department of Physics University of Wisconsin-Madison 1150 University Avenue Madison Wisconsin 53706 USA Tel: 001-608-263-4449 Email: [email protected] http://sprott.physics.wisc.edu/

Table of Contents

Preface ; 1. Introduction ; 2. One-dimensional maps ; 3. Nonchaotic multidimensional flows ; 4. Dynamical systems theory ; 5. Lyapunov exponents ; 6. Strange attractors ; 7. Bifurcations ; 8. Hamiltonian chaos ; 9. Time-series properties ; 10. Nonlinear prediction and noise reduction ; 11. Fractals ; 12. Calculation of fractal dimension ; 13. Fractal measure and multifractals ; 14. Nonchaotic fractal sets ; 15. Spatiotemporal chaos and complexity ; A. Common chaotic systems ; B. Useful mathematical formulas ; C. Journals with chaos and related papers ; Bibliography ; Index

Additional information

CIN0198508409G
9780198508403
0198508409
Chaos and Time-Series Analysis by Julien Clinton Sprott (Department of Physics, University of Wisconsin, Madison)
Used - Good
Paperback
Oxford University Press
2003-01-16
530
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in good condition, but if you are not entirely satisfied please get in touch with us

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