[图书][B] Chaos: from simple models to complex systems

A Vulpiani - 2010 - books.google.com
Chaos: from simple models to complex systems aims to guide science and engineering
students through chaos and nonlinear dynamics from classical examples to the most recent …

Structure of characteristic Lyapunov vectors in spatiotemporal chaos

D Pazó, IG Szendro, JM López, MA Rodríguez - Physical Review E—Statistical …, 2008 - APS
We study Lyapunov vectors (LVs) corresponding to the largest Lyapunov exponents in
systems with spatiotemporal chaos. We focus on characteristic LVs and compare the results …

Spatio-temporal evolution of perturbations in ensembles initialized by bred, Lyapunov and singular vectors

D Pazó, MA Rodríguez, JM López - Tellus A: Dynamic Meteorology …, 2010 - Taylor & Francis
We study the evolution of finite perturbations in the Lorenz '96 model, a meteorological toy
model of the atmosphere. The initial perturbations are chosen to be aligned along different …

Evolutionary optimization and dynamic fitness landscapes: from reaction-diffusion systems to chaotic cml

H Richter - Evolutionary algorithms and chaotic systems, 2010 - Springer
Evolutionary algorithms are a promising option for solving dynamic optimization problems.
These problems have fitness landscapes whose topological features change dynamically …

Logarithmic bred vectors in spatiotemporal chaos: Structure and growth

S Hallerberg, D Pazo, JM Lopez, MA Rodriguez - Physical Review E …, 2010 - APS
Bred vectors are a type of finite perturbation used in prediction studies of atmospheric
models that exhibit spatially extended chaos. We study the structure, spatial correlations …

On the problem of data assimilation by means of synchronization

IG Szendro, MA Rodríguez… - Journal of Geophysical …, 2009 - Wiley Online Library
The potential use of synchronization as a method for data assimilation is investigated in a
Lorenz96 model. Data representing the reality are obtained from a Lorenz96 model with …

Logarithmic bred vectors. A new ensemble method with adjustable spread and calibration time

C Primo, MA Rodríguez… - Journal of Geophysical …, 2008 - Wiley Online Library
The breeding method is a conceptually simple and computationally cheap ensemble
generation technique. Bred vectors (BV) are dynamically obtained from the nonlinear model …

Structure of characteristic Lyapunov vectors in anharmonic Hamiltonian lattices

M Romero-Bastida, D Pazó, JM López… - Physical Review E …, 2010 - APS
In this work we perform a detailed study of the scaling properties of Lyapunov vectors (LVs)
for two different one-dimensional Hamiltonian lattices: the Fermi-Pasta-Ulam and Φ 4 …

Spatiotemporal characterization of Ensemble Prediction Systems–the Mean-Variance of Logarithms (MVL) diagram

JM Gutiérrez, C Primo, MA Rodríguez… - Nonlinear Processes …, 2008 - npg.copernicus.org
We present a novel approach to characterize and graphically represent the spatiotemporal
evolution of ensembles using a simple diagram. To this aim we analyze the fluctuations …

[HTML][HTML] Maximizing the statistical diversity of an ensemble of bred vectors by using the geometric norm

D Pazó, MA Rodríguez… - Journal of the Atmospheric …, 2011 - journals.ametsoc.org
It is shown that the choice of the norm has a great impact on the construction of ensembles
of bred vectors. The geometric norm maximizes (in comparison with other norms such as the …