Quasi-Irreducibility of Nonnegative Biquadratic Tensors

While the adjacency tensor of a bipartite 2-graph is a nonnegative biquadratic tensor, it is inherently reducible. To address this limitation, we introduce the concept of quasi-irreducibility in this paper. The adjacency tensor of a bipartite 2-graph is quasi-irreducible if that bipartite 2-graph is not bi-separable. This new concept reveals important spectral properties: although all M+-eigenvalues are M++-eigenvalues for irreducible nonnegative biquadratic tensors, the M+-eigenvalues of a quasi-irreducible nonnegative biquadratic tensor can be either M0-eigenvalues or M++-eigenvalues. Furthermore, we establish a max-min theorem for the M-spectral radius of a nonnegative biquadratic tensor.

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Publication Details

Journal
Mathematics
Published
2025-06-22
DOI
https://doi.org/10.3390/math13132066
Citations
1
Primary Topic
Elasticity and Material Modeling
Type
article
Field-Weighted Citation Impact
0.67

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article

Quasi-Irreducibility of Nonnegative Biquadratic Tensors

Liqun Qi, Yi Xu, Chunfeng Cui
1 citations
Mathematics
Elasticity and Material Modeling
0.67
article

Quasi-Irreducibility of Nonnegative Biquadratic Tensors

Liqun Qi, Yi Xu, Chunfeng Cui
article en
1 citations

Abstract

While the adjacency tensor of a bipartite 2-graph is a nonnegative biquadratic tensor, it is inherently reducible. To address this limitation, we introduce the concept of quasi-irreducibility in this paper. The adjacency tensor of a bipartite 2-graph is quasi-irreducible if that bipartite 2-graph is not bi-separable. This new concept reveals important spectral properties: although all M+-eigenvalues are M++-eigenvalues for irreducible nonnegative biquadratic tensors, the M+-eigenvalues of a quasi-irreducible nonnegative biquadratic tensor can be either M0-eigenvalues or M++-eigenvalues. Furthermore, we establish a max-min theorem for the M-spectral radius of a nonnegative biquadratic tensor.

MathematicsVol. 13(13)
Hong Kong Polytechnic University (HK), Southeast University (CN), Beihang University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 30%
Elasticity and Material Modeling
0.67
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Quasi-Irreducibility of Nonnegative Biquadratic Tensors — Liqun Qi, Yi Xu, et al. · Mathematics (2025) | TGRS Research Map | TGRS