@InProceedings{LacerdaFreiMaca:2016:DyChNo,
author = "Lacerda, Juliana Cestari and Freitas, Vander Luis de Souza and
Macau, Elbert Einstein Nehrer",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)} and {Instituto Nacional de
Pesquisas Espaciais (INPE)}",
title = "Dynamical characterization of nonlinear systems through complex
networks",
year = "2016",
organization = "International Conference on Nonlinear Science and Complexity, 6.",
keywords = "Chaos and Global Nonlinear Dynamics, Complex networks, Time Series
Analysis, Logistic Map.",
abstract = "The dynamical characterization of nonlinear systems is a great
challenge and it is usually performed by using Lyapunov exponents
and bifurcation diagrams, which is not always an easy task. In
this work, we present an approach for dynamical characterization
using symbolic dynamics and complex networks. As an example, we
apply the proposed methodology to the Logistic Map, as it is a
paradigm of dynamical systems. Some properties of the networks
generated by the time series match with the expected behaviors of
the system. In other words, our methodology could identify
periodic windows and chaos.",
conference-location = "S{\~a}o Jos{\'e} dos Campos, SP",
conference-year = "16-20 May",
label = "lattes: 5339877279308939 2 LacerdaFreiMaca:2016:DyChNo",
language = "en",
targetfile = "lacerda_dynamical.pdf",
url = "http://www.inpe.br/nsc2016/en/index.php",
urlaccessdate = "28 abr. 2024"
}