DocumentCode
3743749
Title
Existence, uniqueness and stability properties of positive equilibria for a class of nonlinear cooperative systems
Author
Precious Ugo Abara;Francesco Ticozzi;Claudio Altafini
Author_Institution
Dept. of Information Engineering, via Gradenigo 6B, University of Padova, 35131, Italy
fYear
2015
Firstpage
4406
Lastpage
4411
Abstract
We provide conditions that guarantee existence, uniqueness and stability of strictly positive equilibria for nonlinear cooperative systems associated to vector fields that are concave or subhomogeneous. This class of positive systems describes well interconnected dynamics that are of key interest for communication, biological, economical and neural network applications. These conditions can be formulated directly in terms of the spectral radius of the Jacobian of the system, and do not require to use constant inputs to move the equilibrium point from the origin to the interior of the positive orthant.
Keywords
"Jacobian matrices","Cooperative systems","Stability analysis","Trajectory","Power control","Neural networks","Nonlinear dynamical systems"
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
Type
conf
DOI
10.1109/CDC.2015.7402907
Filename
7402907
Link To Document