Convergence of powers of a dual number matrix

From papers

Let A=As+AdεA=A_s+A_d\varepsilon be an n×nn\times n dual number matrix and let kNk\in\mathbb{N}. Here OO denotes the zero matrix, and ρ(As)\rho(A_s) denotes the spectral radius of the standard-part matrix AsA_s. Power-convergence conjecture.

limkAk=O\lim_{k\to\infty}A^k=O

if and only if ρ(As)<1\rho(A_s)<1.

The paper states that this conjecture receives a positive answer in the subsequent section, so the claim is presented as resolved by the paper. It concerns the asymptotic behavior of powers of dual number matrices and supplies the convergence result used in the later analysis of the Collatz method.

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Sources & referencesView supporting material

Primary source

Yongjun Chen and Liping Zhang, “Linear convergence of the Collatz method for computing the Perron eigenpair of primitive dual number matrix”, arXiv:2309.04807 (2023).

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