Nonlinear Dynamics : A Concise Introduction Interlaced with Code / / by George Datseris, Ulrich Parlitz
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| Autore: |
Datseris George
|
| Titolo: |
Nonlinear Dynamics : A Concise Introduction Interlaced with Code / / by George Datseris, Ulrich Parlitz
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Edizione: | 1st ed. 2022. |
| Descrizione fisica: | 1 online resource (243 pages) |
| Disciplina: | 531 |
| 531.11 | |
| Soggetto topico: | System theory |
| Dynamics | |
| Climatology | |
| Time-series analysis | |
| Stochastic processes | |
| Complex Systems | |
| Dynamical Systems | |
| Climate Sciences | |
| Time Series Analysis | |
| Stochastic Networks | |
| Persona (resp. second.): | ParlitzUlrich |
| Nota di contenuto: | Part I Introduction -- Dynamical Systems -- Non-Chaotic Continuous Dynamics -- Part II Methods -- Defining and Measuring Chaos -- Bifurcations and Routes to Chaos -- Entropy and Dimension -- Delay Coordinates -- Information Across Timeseries -- Part III Applications -- Billiards, Conservative Systems and Ergodicity -- Forced Oscillators and Synchronisation -- Networds, Agent-Based Models and Epidemics -- Extended Systems and Spatiotemporal Chaos -- Nonlinear Dynamics of Climate & Climate Change. |
| Sommario/riassunto: | This concise and up-to-date textbook provides an accessible introduction to the core concepts of nonlinear dynamics as well as its existing and potential applications. The book is aimed at students and researchers in all the diverse fields in which nonlinear phenomena are important. Since most tasks in nonlinear dynamics cannot be treated analytically, skills in using numerical simulations are crucial for analyzing these phenomena. The text therefore addresses in detail appropriate computational methods as well as identifying the pitfalls of numerical simulations. It includes numerous executable code snippets referring to open source Julia software packages. Each chapter includes a selection of exercises with which students can test and deepen their skills. |
| Titolo autorizzato: | Nonlinear dynamics |
| ISBN: | 3-030-91032-6 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910552732403321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Undergraduate Lecture Notes in Physics, . 2192-4805