Almost Global Convergence in Singular Perturbations of Strongly Monotone Systems
Liming Wang, Eduardo D. Sontag

TL;DR
This paper investigates the conditions under which singular perturbations of strongly monotone systems still exhibit global convergence to equilibria, extending Hirsch's convergence theorem.
Contribution
It extends Hirsch's generic convergence theorem to singular perturbations of monotone systems, providing new insights into their stability behavior.
Findings
Global convergence is preserved under certain singular perturbations.
Theoretical conditions for convergence in perturbed systems are established.
Results enhance understanding of stability in complex dynamical systems.
Abstract
This paper deals with global convergence to equilibria, and in particular Hirsch's generic convergence theorem for strongly monotone systems, for singular perturbations of monotone systems.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNonlinear Differential Equations Analysis · Stability and Controllability of Differential Equations · Optimization and Variational Analysis
