Stability region of nonlinear dynamical systems and applications
Scaling laws associated with a symmetry-break in the probability distribution func...
| Full text | |
| Author(s): |
Dias, Elaine Santos
[1, 2]
;
Costa Alberto, Luis Fernando
[1]
;
Amaral, Fabiolo Moraes
[3]
;
Chiang, Hsiao-Dong
[4]
Total Authors: 4
|
| Affiliation: | [1] Univ Sao Paulo, Sao Carlos Sch Engn, Dept Elect & Comp Engn, BR-13566590 Sao Paulo - Brazil
[2] UFSB Fed Univ Southern Bahia, BR-45613204 Porto Seguro - Brazil
[3] IFBA Fed Inst Educ Bahia, BR-40301015 Salvador, BA - Brazil
[4] Cornell Univ, Sch Elect & Comp Engn, Ithaca, NY 14853 - USA
Total Affiliations: 4
|
| Document type: | Journal article |
| Source: | IEEE Transactions on Automatic Control; v. 66, n. 9, p. 4371-4377, SEP 2021. |
| Web of Science Citations: | 0 |
| Abstract | |
A comprehensive theory for the stability boundaries and the stability regions of a general class of nonlinear discrete dynamical systems is developed in this article. This general class of systems is modeled by diffeomorphisms and admits as limit sets only fixed points and periodic orbits. Topological and dynamical characterizations of stability boundaries are developed. Necessary and sufficient conditions for fixed points and periodic orbits to lie on the stability boundary are derived. Numerical examples, including applications to associative neural networks illustrating the theoretical developments, are presented. (AU) | |
| FAPESP's process: | 14/14141-8 - Study of the stability region of discrete dynamical systems |
| Grantee: | Elaine Santos Dias |
| Support Opportunities: | Scholarships in Brazil - Master |
| FAPESP's process: | 14/50851-0 - INCT 2014: National Institute of Science and Technology for Cooperative Autonomous Systems Applied in Security and Environment |
| Grantee: | Marco Henrique Terra |
| Support Opportunities: | Research Projects - Thematic Grants |