Universal Coupling Collapse Bound

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.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-08
DOI
https://doi.org/10.5281/zenodo.18905271
Primary Topic
Spectral Theory in Mathematical Physics
Type
article
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article

Universal Coupling Collapse Bound

Vladimir Telehanič
Zenodo (CERN European Organization for Nuclear Research)
Spectral Theory in Mathematical Physics
article

Universal Coupling Collapse Bound

Vladimir Telehanič
article en

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.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 27%
Spectral Theory in Mathematical Physics
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Universal Coupling Collapse Bound — Vladimir Telehanič · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS