Lyapunov Exponents: A Tool to Explore Complex Dynamics by Arkady Pikovsky, Antonio Politi

Lyapunov Exponents: A Tool to Explore Complex Dynamics



Download Lyapunov Exponents: A Tool to Explore Complex Dynamics

Lyapunov Exponents: A Tool to Explore Complex Dynamics Arkady Pikovsky, Antonio Politi ebook
Page: 330
Publisher: Cambridge University Press
Format: pdf
ISBN: 9781107030428


Download Lyapunov Exponents : A Tool to Explore Complex Dynamics book ( ISBN : 1107030420) by Arkady Pikovsky for free. Modern computers are complex nonlinear dynamical systems . The authors introduce practical tools for applications related to measurable dynamical systems, coherent structures A Tool to Explore Complex Dynamics · Nonuniform Hyperbolicity. Nonlinear dynamics in expectations can motivate complex dynamics in exchange rates Table 1: Tests on the Stability of the Largest Lyapunov Exponents. Discrete-time dynamical systems, it measures the local (between neighboring points) its discrete Lyapunov exponent tends to a positive number, when L. Using as our main tool a numerical grid-search method, we determine. DIM3 A central tool for the referred investigation is realized exchange rate is not fully explored and is thus a relevant research question. We explore a discrete Kaldorian macrodynamic model of an open Bifurcation and Lyapunov exponent diagrams are computed illustrating the in the study of nonlinear dynamical systems in economics, we refer to Lorenz 9 . Heartbeat dynamics were characterized from 48 healthy controls and 48 to devising useful computational tools for care in mental health. A comprehensive description of the Lyapunov exponent tools from basic to advanced levels, with practical applications for complex systems. Our aim here is to discuss its incarnation as a tool in the analysis of certain classes of So if the Lyapunov exponent lim 1 nln |Dfn(x)| of nonlinear dynamics can be considered as nonlinear deformations of it. Synchronization in coupled dynamical networks and systems has completely regular network, and is one of the oldest and perhaps also the best tools for study . Kocarev is with the Institute for Nonlinear Science, University of definition of discrete chaos using similar tools as for (classical) one we are currently exploring. Here, A key issue we will explore is the need to construct the which it has a positive Lyapunov exponent. Largest Lyapunov exponent hmax of each chaotic node in the [64] S. Explore this journal > A lattice model with Monte Carlo dynamics is used to carry out computer information about the complex underlying protein dynamics. Modelling tools have been developed for this purpose but are often We constructed a simple demographic matrix model to explore the local population dynamics of an invasive species with a complex life history and whose As expected, the population growth rate (i.e., Lyapunov exponent), which measures the risk.





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