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Pseudoergodic operators and periodic boundary conditions

Authors: Matthew J. Colbrook;

Pseudoergodic operators and periodic boundary conditions

Abstract

There is an increasing literature on random non self-adjoint infinite matrices with motivations ranging from condensed matter physics to neural networks. Many of these operators fall into the class of ``pseudoergodic'' operators, which allows the elimination of probabilistic arguments when studying spectral properties. Parallel to this is the increased awareness that spectral properties of non self-adjoint operators, in particular stability, may be better captured via the notion of pseudospectra as opposed to spectra. Although it is well known that the finite section method applied to these matrices does not converge to the spectrum, it is often found in practice that the pseudospectrum behaves better with appropriate boundary conditions. We make this precise by giving a simple proof that the finite section method with periodic boundary conditions converges to the pseudospectrum of the full operator. Our results hold in any dimension (not just for banded bi-infinite matrices) and can be considered as a generalisation of the well known classical result for banded Laurent operators and their circulant approximations. Furthermore, we numerically demonstrate a convergent algorithm for the pseudospectrum including cases where periodic boundary conditions converge faster than the method of uneven sections. Finally we show that the result carries over to pseudoergodic operators acting on $l^p$ spaces for $p\in[1,\infty]$.

Country
United Kingdom
Related Organizations
Keywords

4902 Mathematical Physics, Jacobi (tridiagonal) operators (matrices) and generalizations, pseudoergodic, pseudospectrum, General theory of numerical analysis in abstract spaces, Linear operators on special spaces (weighted shifts, operators on sequence spaces, etc.), finite section method, 49 Mathematical Sciences, Nonselfadjoint operators, Spectrum, resolvent, Random linear operators, periodic boundary conditions

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Top 10%
Average
Average
Green
hybrid