Dominant H-Eigenvectors of Tensor Kronecker Products Do Not Decouple

We illustrate a counterexample to an open question related to the dominant H-eigenvector of a Kronecker product of tensors. For matrices and Z-eigenvectors of tensors, the dominant eigenvector of a Kronecker product decouples into a product of eigenvectors of the tensors underlying the Kronecker product. This does not occur for H-eigenvectors and indeed, the largest H-eigenvalue can exceed the product of the H-eigenvalues of the component tensors. Beyond this general counterexample, we show this decoupling does hold in the case of diagonal tensors as well as nonnegative tensors.

Publication Details

Journal
arXiv (Cornell University)
Published
2025-08-27
Primary Topic
Engineering and Material Science Research
Type
article
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article

Dominant H-Eigenvectors of Tensor Kronecker Products Do Not Decouple

arXiv (Cornell University)
Engineering and Material Science Research
article

Dominant H-Eigenvectors of Tensor Kronecker Products Do Not Decouple

article en

Abstract

We illustrate a counterexample to an open question related to the dominant H-eigenvector of a Kronecker product of tensors. For matrices and Z-eigenvectors of tensors, the dominant eigenvector of a Kronecker product decouples into a product of eigenvectors of the tensors underlying the Kronecker product. This does not occur for H-eigenvectors and indeed, the largest H-eigenvalue can exceed the product of the H-eigenvalues of the component tensors. Beyond this general counterexample, we show this decoupling does hold in the case of diagonal tensors as well as nonnegative tensors.

arXiv (Cornell University)
Openalex Percentile: Top 28%
Engineering and Material Science Research
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Dominant H-Eigenvectors of Tensor Kronecker Products Do Not Decouple · arXiv (Cornell University) (2025) | TGRS Research Map | TGRS