Nonlinear Dynamics

Nonlinear Dynamics

A Concise Introduction Interlaced with Code

Parlitz, Ulrich; Datseris, George

Springer Nature Switzerland AG

03/2022

236

Mole

Inglês

9783030910310

15 a 20 dias

391

Descrição não disponível.
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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Nonlinear Dynamics;Deterministic Chaos;Time Series Analysis;Nonlinear Time Series Analysis;Practical Introduction;Fractal Dimension;Lyapunov Exponents;Nonlinear Oscillators;Synchronization;Networks;Nonlinear Climate Dynamics;Meteorology