On the rank of m×2×2 and m×3×2 tensors over arbitrary fields

In this paper, we provide exact rank computations for $m\times 2\times 2$ and $m\times 3\times 2$ tensors over arbitrary fields. By analyzing the structural properties of slice matrices, we reduce the tensor rank problem to computations involving matrix ranks and diagonalizations. This yields a complete and explicit rank classification for these families of tensors and provides a clearer structural understanding on rank of small tensors.

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Publication Details

Journal
Electronic Journal of Linear Algebra
Published
2025-06-17
DOI
https://doi.org/10.13001/ela.2025.9217
Primary Topic
Tensor decomposition and applications
Type
article
Field-Weighted Citation Impact
0.00

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article

On the rank of m×2×2 and m×3×2 tensors over arbitrary fields

Riguang Huang, Xiaoyu Song, Baodong Zheng
Electronic Journal of Linear Algebra
Tensor decomposition and applications
article

On the rank of m×2×2 and m×3×2 tensors over arbitrary fields

Riguang Huang, Xiaoyu Song, Baodong Zheng
article en

Abstract

In this paper, we provide exact rank computations for $m\times 2\times 2$ and $m\times 3\times 2$ tensors over arbitrary fields. By analyzing the structural properties of slice matrices, we reduce the tensor rank problem to computations involving matrix ranks and diagonalizations. This yields a complete and explicit rank classification for these families of tensors and provides a clearer structural understanding on rank of small tensors.

Electronic Journal of Linear AlgebraVol. 41
Tianjin University of Commerce (CN), Harbin Institute of Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 86%
Tensor decomposition and applications
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