Permutation Complexity in Dynamical Systems : Ordinal Patterns, Permutation Entropy and All That
The study of permutation complexity can be envisioned as a new kind of symbolic dynamics whose basic blocks are ordinal patterns, that is, permutations defined by the order relations among points in the orbits of dynamical systems. Since its inception in 2002 the concept of permutation entropy has s...
Guardat en:
| Autor principal: | |
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| Format: | Livre numérique |
| Idioma: | Anglais |
| Publicat: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edició: | 1st ed. 2010. |
| Col·lecció: | Springer Series in Synergetics
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| Accés en línia: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Permutation Complexity in Dynamical Systems, Texte imprimé, 9783642040986 • Permutation complexity in dynamical systems, ordinal patterns, permutation entropy and all that, José María Amigó, Heidelberg, Springer, 2010, 1 vol. (xv- 249 p.), Springer series in synergetics, 978-3-642-04083-2 • Permutation Complexity in Dynamical Systems, Texte imprimé, 9783642262890 • Permutation Complexity in Dynamical Systems, Texte imprimé, 9783642040986 • Permutation complexity in dynamical systems, ordinal patterns, permutation entropy and all that, José María Amigó, Heidelberg, Springer, 2010, 1 vol. (xv- 249 p.), Springer series in synergetics, 978-3-642-04083-2 • Permutation Complexity in Dynamical Systems, Texte imprimé, 9783642262890 |
| Sumari: | The study of permutation complexity can be envisioned as a new kind of symbolic dynamics whose basic blocks are ordinal patterns, that is, permutations defined by the order relations among points in the orbits of dynamical systems. Since its inception in 2002 the concept of permutation entropy has sparked a new branch of research in particular regarding the time series analysis of dynamical systems that capitalizes on the order structure of the state space. Indeed, on one hand ordinal patterns and periodic points are closely related, yet ordinal patterns are amenable to numerical methods, while periodicity is not. Another interesting feature is that since it can be shown that random (unconstrained) dynamics has no forbidden patterns with probability one, their existence can be used as a fingerprint to identify any deterministic origin of orbit generation. This book is primarily addressed to researchers working in the field of nonlinear dynamics and complex systems, yet will also be suitable for graduate students interested in these subjects. The presentation is a compromise between mathematical rigor and pedagogical approach. Accordingly, some of the more mathematical background needed for more in depth understanding has been shifted into the appendices. |
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| Descripció de l’ítem: | Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| ISBN: | 9783642040849 |
| ISSN: | 2198-333X |
| Accés: | Accès en ligne pour les établissements français bénéficiaires des licences nationales Accès soumis à abonnement pour tout autre établissement Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |