Universal Coupling Collapse Bound
Abstract
We study coupled discrete-time systems of Kronecker-sum type M = I_m ⊗ A + C ⊗ I_n where A is the internal dynamics and C is the coupling operator. We introduce the dimensionless Coupling Collapse Index Icc(A,C) = ||C||₂ R∞(A) and prove that the condition Icc(A,C) < 1 yields a resolvent bound, a Kreiss constant bound, and a transient amplification bound. The result is sharp for normal A, conservative for non-normal A, and extends naturally to heterogeneous agent populations.
Fields of Study & Subjects
Nonlinear Dynamics and Pattern Formation
Matrix Theory and Algorithms
Distributed Control Multi-Agent Systems
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 8 March 2026
- Language
- EN