Data based identification and prediction of nonlinear and complex dynamical systems
The problem of reconstructing nonlinear and complex dynamical systems from measured
data or time series is central to many scientific disciplines including physical, biological …
data or time series is central to many scientific disciplines including physical, biological …
Recurrence plots for the analysis of complex systems
Recurrence is a fundamental property of dynamical systems, which can be exploited to
characterise the system's behaviour in phase space. A powerful tool for their visualisation …
characterise the system's behaviour in phase space. A powerful tool for their visualisation …
Permutation entropy: a natural complexity measure for time series
C Bandt, B Pompe - Physical review letters, 2002 - APS
We introduce complexity parameters for time series based on comparison of neighboring
values. The definition directly applies to arbitrary real-world data. For some well-known …
values. The definition directly applies to arbitrary real-world data. For some well-known …
[PDF][PDF] Chaos and Time-Series Analysis
J Sprott - 2003 - test-sprott.physics.wisc.edu
This text provides an introduction to the exciting new developments in chaos and related
topics in nonlinear dynamics, including the detection and quantification of chaos in …
topics in nonlinear dynamics, including the detection and quantification of chaos in …
[图书][B] Analysis of observed chaotic data
H Abarbanel - 2012 - books.google.com
When I encountered the idea of chaotic behavior in deterministic dynami cal systems, it gave
me both great pause and great relief. The origin of the great relief was work I had done …
me both great pause and great relief. The origin of the great relief was work I had done …
[图书][B] Fractals and chaos: an illustrated course
PS Addison - 1997 - books.google.com
Fractals and Chaos: An Illustrated Course provides you with a practical, elementary
introduction to fractal geometry and chaotic dynamics-subjects that have attracted immense …
introduction to fractal geometry and chaotic dynamics-subjects that have attracted immense …
[图书][B] Applied nonlinear time series analysis: applications in physics, physiology and finance
M Small - 2005 - books.google.com
Nonlinear time series methods have developed rapidly over a quarter of a century and have
reached an advanced state of maturity during the last decade. Implementations of these …
reached an advanced state of maturity during the last decade. Implementations of these …
Interdisciplinary application of nonlinear time series methods
T Schreiber - Physics reports, 1999 - Elsevier
This paper reports on the application to field measurements of time series methods
developed on the basis of the theory of deterministic chaos. The major difficulties are …
developed on the basis of the theory of deterministic chaos. The major difficulties are …
[图书][B] Multiscale analysis of complex time series: integration of chaos and random fractal theory, and beyond
The only integrative approach to chaos and random fractal theory Chaos and random fractal
theory are two of the most important theories developed for data analysis. Until now, there …
theory are two of the most important theories developed for data analysis. Until now, there …
Current theoretical approaches to collective behavior of dislocations
G Ananthakrishna - Physics reports, 2007 - Elsevier
Plastic deformation is a highly dissipative process that induces a variety of patterns such as
the cell structure in multislip conditions, the matrix structure and the persistent slip bands in …
the cell structure in multislip conditions, the matrix structure and the persistent slip bands in …