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Record Nr. |
UNINA9910552732403321 |
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Autore |
Datseris George |
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Titolo |
Nonlinear Dynamics : A Concise Introduction Interlaced with Code / / by George Datseris, Ulrich Parlitz |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
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ISBN |
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Edizione |
[1st ed. 2022.] |
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Descrizione fisica |
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1 online resource (243 pages) |
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Collana |
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Undergraduate Lecture Notes in Physics, , 2192-4805 |
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Disciplina |
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Soggetti |
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System theory |
Dynamics |
Climatology |
Time-series analysis |
Stochastic processes |
Complex Systems |
Dynamical Systems |
Climate Sciences |
Time Series Analysis |
Stochastic Networks |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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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. |
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Sommario/riassunto |
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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 |
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