Universal Coupling Collapse Bound

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Authors: Telehanič Vladimir
Cited by: 0

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