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9 - The ergodic approach

Published online by Cambridge University Press:  14 May 2010

Alfredo Medio
Affiliation:
Universita Ca'Foscari, Venezia
Marji Lines
Affiliation:
Università degli Studi di Udine, Italy
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Summary

In previous chapters we discussed dynamical systems mainly from a geometrical or topological point of view. The geometrical approach is intuitively appealing and lends itself to suggestive graphical representations. Therefore, it has been tremendously successful in the study of low-dimensional systems: continuous-time systems with one, two or three variables; discrete-time systems with one or two variables. For higher-dimensional systems, however, the approach has encountered rather formidable obstacles and rigorous results and classifications are few. Thus, it is sometimes convenient to change perspective and adopt a different approach, based on the concept of measure, and aimed at the investigation of the statistical properties of ensembles of orbits. This requires the use and understanding of some basic notions and results, to which we devote this chapter. The ergodic theory of dynamical systems often parallels its geometric counterpart and many concepts discussed in chapters 3–8, such as invariant, indecomposable and attracting sets, attractors, and Lyapunov characteristic exponents will be reconsidered in a different light, thereby enhancing our understanding of them. We shall see that the ergodic approach is very powerful and effective for dealing with basic issues such as chaotic behaviour and predictability, and investigating the relationship between deterministic and stochastic systems.

From the point of view of ergodic theory, there is no essential difference between discrete- and continuous-time dynamical systems. Therefore, in what follows, we develop the discussion mostly in terms of maps, mentioning from time to time special problems occurring for flows.

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Nonlinear Dynamics
A Primer
, pp. 237 - 269
Publisher: Cambridge University Press
Print publication year: 2001

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  • The ergodic approach
  • Alfredo Medio, Universita Ca'Foscari, Venezia, Marji Lines, Università degli Studi di Udine, Italy
  • Book: Nonlinear Dynamics
  • Online publication: 14 May 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511754050.010
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  • The ergodic approach
  • Alfredo Medio, Universita Ca'Foscari, Venezia, Marji Lines, Università degli Studi di Udine, Italy
  • Book: Nonlinear Dynamics
  • Online publication: 14 May 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511754050.010
Available formats
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Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • The ergodic approach
  • Alfredo Medio, Universita Ca'Foscari, Venezia, Marji Lines, Università degli Studi di Udine, Italy
  • Book: Nonlinear Dynamics
  • Online publication: 14 May 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511754050.010
Available formats
×