@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 = "27 abr. 2024"
}