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Lyapunov exponents: a tool to explore complex dynamics

Lyapunov exponents lie at the heart of chaos theory, and are widely used in studies of complex dynamics. Utilising a pragmatic, physical approach, this self-contained book provides a comprehensive description of the concept. Beginning with the basic properties and numerical methods, it then guides r...

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Detalles Bibliográficos
Autores principales: Pikovsky, Arkady, Politi, Antonio
Lenguaje:eng
Publicado: Cambridge University Press 2016
Materias:
Acceso en línea:https://dx.doi.org/10.1017/CBO9781139343473
http://cds.cern.ch/record/2131254
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author Pikovsky, Arkady
Politi, Antonio
author_facet Pikovsky, Arkady
Politi, Antonio
author_sort Pikovsky, Arkady
collection CERN
description Lyapunov exponents lie at the heart of chaos theory, and are widely used in studies of complex dynamics. Utilising a pragmatic, physical approach, this self-contained book provides a comprehensive description of the concept. Beginning with the basic properties and numerical methods, it then guides readers through to the most recent advances in applications to complex systems. Practical algorithms are thoroughly reviewed and their performance is discussed, while a broad set of examples illustrate the wide range of potential applications. The description of various numerical and analytical techniques for the computation of Lyapunov exponents offers an extensive array of tools for the characterization of phenomena such as synchronization, weak and global chaos in low and high-dimensional set-ups, and localization. This text equips readers with all the investigative expertise needed to fully explore the dynamical properties of complex systems, making it ideal for both graduate students and experienced researchers.
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spelling cern-21312542021-04-21T19:48:12Zdoi:10.1017/CBO9781139343473http://cds.cern.ch/record/2131254engPikovsky, ArkadyPoliti, AntonioLyapunov exponents: a tool to explore complex dynamicsMathematical Physics and MathematicsLyapunov exponents lie at the heart of chaos theory, and are widely used in studies of complex dynamics. Utilising a pragmatic, physical approach, this self-contained book provides a comprehensive description of the concept. Beginning with the basic properties and numerical methods, it then guides readers through to the most recent advances in applications to complex systems. Practical algorithms are thoroughly reviewed and their performance is discussed, while a broad set of examples illustrate the wide range of potential applications. The description of various numerical and analytical techniques for the computation of Lyapunov exponents offers an extensive array of tools for the characterization of phenomena such as synchronization, weak and global chaos in low and high-dimensional set-ups, and localization. This text equips readers with all the investigative expertise needed to fully explore the dynamical properties of complex systems, making it ideal for both graduate students and experienced researchers.Cambridge University Pressoai:cds.cern.ch:21312542016
spellingShingle Mathematical Physics and Mathematics
Pikovsky, Arkady
Politi, Antonio
Lyapunov exponents: a tool to explore complex dynamics
title Lyapunov exponents: a tool to explore complex dynamics
title_full Lyapunov exponents: a tool to explore complex dynamics
title_fullStr Lyapunov exponents: a tool to explore complex dynamics
title_full_unstemmed Lyapunov exponents: a tool to explore complex dynamics
title_short Lyapunov exponents: a tool to explore complex dynamics
title_sort lyapunov exponents: a tool to explore complex dynamics
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1017/CBO9781139343473
http://cds.cern.ch/record/2131254
work_keys_str_mv AT pikovskyarkady lyapunovexponentsatooltoexplorecomplexdynamics
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