New Eigenvalue Inequalities for the Hadamard Product and Fan Product of Structured Tensors

The spectral radius of nonnegative tensors and the minimum $H$-eigenvalues of strong $\mathcal{M}$-tensors are two types of tensor eigenvalues with important research significance, which promotes the tensor eigenvalue inequality to become an important component in tensor analysis. In this paper, based on Brualdi-type and Brauer-type eigenvalue inclusion sets of tensors, some Brualdi-type inequalities on the spectral radius for Hadamard product of two nonnegative tensors and some Brauer-type inequalities on the minimum $H$-eigenvalue for the Fan product of two strong $\mathcal{M}$-tensors are provided, respectively. In addition, the theoretical comparisons between the newly obtained inequalities and some previous ones are investigated. Finally, some numerical examples are reported to show the feasibility and effectiveness of our theoretical results.

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Publication Details

Journal
Taiwanese Journal of Mathematics
Published
2024-11-19
DOI
https://doi.org/10.11650/tjm/241006
Primary Topic
Tensor decomposition and applications
Type
article
Field-Weighted Citation Impact
0.00

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article

New Eigenvalue Inequalities for the Hadamard Product and Fan Product of Structured Tensors

Zimo Chen, Yangyang Xu, Licai Shao, Guinan He
Taiwanese Journal of Mathematics
Tensor decomposition and applications
article

New Eigenvalue Inequalities for the Hadamard Product and Fan Product of Structured Tensors

Zimo Chen, Yangyang Xu, Licai Shao, Guinan He
article en

Abstract

The spectral radius of nonnegative tensors and the minimum $H$-eigenvalues of strong $\mathcal{M}$-tensors are two types of tensor eigenvalues with important research significance, which promotes the tensor eigenvalue inequality to become an important component in tensor analysis. In this paper, based on Brualdi-type and Brauer-type eigenvalue inclusion sets of tensors, some Brualdi-type inequalities on the spectral radius for Hadamard product of two nonnegative tensors and some Brauer-type inequalities on the minimum $H$-eigenvalue for the Fan product of two strong $\mathcal{M}$-tensors are provided, respectively. In addition, the theoretical comparisons between the newly obtained inequalities and some previous ones are investigated. Finally, some numerical examples are reported to show the feasibility and effectiveness of our theoretical results.

Taiwanese Journal of MathematicsVol. 29(1)
Lanzhou Jiaotong University (CN)
National Natural Science Foundation of China, Science and Technology Program of Gansu Province
Reduced inequalities
Openalex Percentile: Top 82%
Tensor decomposition and applications
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