Modeling nonlinear dynamics and chaos: a review

LA Aguirre, C Letellier - Mathematical Problems in Engineering, 2009 - Wiley Online Library
This paper reviews the major developments of modeling techniques applied to nonlinear
dynamics and chaos. Model representations, parameter estimation techniques, data …

[图书][B] Robust chaos and its applications

E Zeraoulia - 2012 - books.google.com
Robust chaos is defined by the absence of periodic windows and coexisting attractors in
some neighborhoods in the parameter space of a dynamical system. This unique book …

A lower bound error for free-run simulation of the polynomial NARMAX

EG Nepomuceno, SAM Martins - Systems Science & Control …, 2016 - Taylor & Francis
ABSTRACT A lower bound error for free-run simulation of the polynomial NARMAX
(Nonlinear AutoRegressive Moving Average model with eXogenous input) is introduced …

Computation of the largest positive Lyapunov exponent using rounding mode and recursive least square algorithm

MLC Peixoto, EG Nepomuceno, SAM Martins… - Chaos, Solitons & …, 2018 - Elsevier
It has been shown that natural interval extensions (NIE) can be used to calculate the largest
positive Lyapunov exponent (LLE). However, the elaboration of NIE are not always possible …

Multiobjective evolutionary approach to grey-box identification of buck converter

F Hafiz, A Swain, EMAM Mendes… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The present study proposes a simple grey-box identification approach to model a real DC-
DC buck converter operating in continuous conduction mode. The problem associated with …

Delineation of irregularly shaped disease clusters through multiobjective optimization

L Duczmal, ALF Cançado… - Journal of Computational …, 2008 - Taylor & Francis
Irregularly shaped spatial disease clusters occur commonly in epidemiological studies, but
their geographic delineation is poorly defined. Most current spatial scan software usually …

[图书][B] Lozi Mappings: Theory and Applications

Z Elhadj - 2013 - books.google.com
This book is a comprehensive collection of known results about the Lozi map, a piecewise-
affine version of the Henon map. Henon map is one of the most studied examples in …

Building dynamical models from data and prior knowledge: the case of the first period-doubling bifurcation

LA Aguirre, EC Furtado - Physical Review E—Statistical, Nonlinear, and Soft …, 2007 - APS
This paper reviews some aspects of nonlinear model building from data with (gray box) and
without (black box) prior knowledge. The model class is very important because it …

Multiobjective parameter estimation for non-linear systems: affine information and least-squares formulation

EG Nepomuceno, RHC Takahashi… - International Journal of …, 2007 - Taylor & Francis
This paper defines a class of system information—affine information—that includes both the
dynamic residuals and some types of auxiliary information that can be used in system …

Total least squares in fuzzy system identification: An application to an industrial engine

S Jakubek, C Hametner, N Keuth - Engineering Applications of Artificial …, 2008 - Elsevier
Takagi–Sugeno fuzzy models have proved to be a powerful tool for the identification of
nonlinear dynamic systems. Their generic nonlinear model representation is particularly …