Title
An octave package to perform qualitative analysis of nonlinear systems immersed in R<sup>4</sup>
Date Issued
02 December 2020
Access level
open access
Resource Type
conference paper
Author(s)
Universidad Nacional de Piura
Universidad Nacional de Piura
Publisher(s)
IOS Press BV
Abstract
In this work, the AutonomousSystems4D package is presented, which allows the qualitative analysis of non-linear differential equation systems in four dimensions, as well as drawing the phase surfaces by immersing R4 in R3. The package is programmed in the computational tool Octave. As a case study applied to the new Lorenz 4D System, sensitivity was found in the initial conditions, Lyapunov exponents, Kaplan Yorke dimension, a stable and unstable critical point, limit cycle, Hopf bifurcation, and hyperattractors. The package could be adapted to perform qualitative analysis and visualize phase surfaces to autonomous systems, e.g. Sprott 4D, Rossler 4D, etc. The package can be applied to problems such as: design, analysis, implementation of electronic circuits; to message encryption.
Start page
136
End page
145
Volume
332
Language
English
OCDE Knowledge area
Ingeniería de sistemas y comunicaciones
Otras ingenierías y tecnologías
Subjects
Scopus EID
2-s2.0-85098620850
Source
Frontiers in Artificial Intelligence and Applications
Resource of which it is part
Frontiers in Artificial Intelligence and Applications
ISSN of the container
09226389
ISBN of the container
978-164368136-8
Conference
International Conference on Machine Learning and Intelligent Systems, MLIS 2020
Sources of information:
Directorio de Producción Científica
Scopus