Data based identification and prediction of nonlinear and complex dynamical systems

WX Wang, YC Lai, C Grebogi - Physics Reports, 2016 - Elsevier
The problem of reconstructing nonlinear and complex dynamical systems from measured
data or time series is central to many scientific disciplines including physical, biological …

Recurrence plots for the analysis of complex systems

N Marwan, MC Romano, M Thiel, J Kurths - Physics reports, 2007 - Elsevier
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 …

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 …

[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 …

[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 …

[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 …

[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 …

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 …

[图书][B] Multiscale analysis of complex time series: integration of chaos and random fractal theory, and beyond

J Gao, Y Cao, W Tung, J Hu - 2007 - books.google.com
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 …

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 …