Lyapunov Exponents: A Tool to Explore Complex Dynamics
Autor Arkady Pikovsky, Antonio Politien Limba Engleză Hardback – 10 feb 2016
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Specificații
ISBN-13: 9781107030428
ISBN-10: 1107030420
Pagini: 295
Ilustrații: 80 b/w illus. 3 tables
Dimensiuni: 189 x 256 x 18 mm
Greutate: 0.82 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States
ISBN-10: 1107030420
Pagini: 295
Ilustrații: 80 b/w illus. 3 tables
Dimensiuni: 189 x 256 x 18 mm
Greutate: 0.82 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:New York, United States
Cuprins
1. Introduction; 2. The basics; 3. Numerical methods; 4. Lyapunov vectors; 5. Fluctuations and generalized exponents; 6. Dimensions and dynamical entropies; 7. Finite amplitude exponents; 8. Random systems; 9. Coupled systems; 10. High-dimensional systems: general; 11. High-dimensional systems: Lyapunov vectors and finite-size effects; 12. Applications; Appendices; Index.
Recenzii
'… it should be required reading for anyone seriously engaged in the quantitative analysis of the dynamics of complex systems.' Robert C. Hilborn, Physics Today
'This book is written for mainly a physics audience but mathematicians may find inspiration seeing how to deal with Lyapunov exponents in practice. The book gives a very comprehensive overview of the currently available tools to explore dynamical systems through the numerical study of Lyapunov exponents, Lyapunov spectra and the extraction of the corresponding Oseledets splitting. Indeed mathematical results assure the existence of exponents and the splitting for a given invariant probability measure but give few clues as to how one may compute, in particular, the splitting. This is dealt with in much detail in the book.' Hans Henrik Rugh, Mathematical Reviews
'This book is written for mainly a physics audience but mathematicians may find inspiration seeing how to deal with Lyapunov exponents in practice. The book gives a very comprehensive overview of the currently available tools to explore dynamical systems through the numerical study of Lyapunov exponents, Lyapunov spectra and the extraction of the corresponding Oseledets splitting. Indeed mathematical results assure the existence of exponents and the splitting for a given invariant probability measure but give few clues as to how one may compute, in particular, the splitting. This is dealt with in much detail in the book.' Hans Henrik Rugh, Mathematical Reviews
Notă biografică
Descriere
A comprehensive description of the Lyapunov exponent tools from basic to advanced levels, with practical applications for complex systems.