An extension of the Perron-Frobenius theory to arbitrary matrices and cones

We develop the Perron-Frobenius theory using a variational approach and extend it to a set of arbitrary matrices, including those that are neither irreducible nor essentially positive, and do not preserve a cone. We introduce a new concept called a "quasi-eigenvalue of a matrix," which is invariant under orthogonal transformations of variables, and has various useful properties, such as determining the largest value of the real parts of the eigenvalues of a matrix. We extend Weyl's inequality for the eigenvalues to the set of arbitrary matrices and prove the new stability result to the Perron root of irreducible nonnegative matrices under arbitrary perturbations. As well as this, we obtain new types of estimates for the ranges of the sets of eigenvalues and their real parts.

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Publication Details

Journal
Electronic Journal of Linear Algebra
Published
2024-11-21
DOI
https://doi.org/10.13001/ela.2024.8683
Primary Topic
Matrix Theory and Algorithms
Type
article
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article

An extension of the Perron-Frobenius theory to arbitrary matrices and cones

Н. Ф. Валеев, Yavdat Il’yasov
Electronic Journal of Linear Algebra
Matrix Theory and Algorithms
article

An extension of the Perron-Frobenius theory to arbitrary matrices and cones

Н. Ф. Валеев, Yavdat Il’yasov
article en

Abstract

We develop the Perron-Frobenius theory using a variational approach and extend it to a set of arbitrary matrices, including those that are neither irreducible nor essentially positive, and do not preserve a cone. We introduce a new concept called a "quasi-eigenvalue of a matrix," which is invariant under orthogonal transformations of variables, and has various useful properties, such as determining the largest value of the real parts of the eigenvalues of a matrix. We extend Weyl's inequality for the eigenvalues to the set of arbitrary matrices and prove the new stability result to the Perron root of irreducible nonnegative matrices under arbitrary perturbations. As well as this, we obtain new types of estimates for the ranges of the sets of eigenvalues and their real parts.

Electronic Journal of Linear AlgebraVol. 40
Institute of Mathematics with Computer Center (RU)
Reduced inequalities
Openalex Percentile: Top 75%
Matrix Theory and Algorithms
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