运筹学学报 >
2025 , Vol. 29 >Issue 4: 205 - 218
DOI: https://doi.org/10.15960/j.cnki.issn.1007-6093.2025.04.016
一类非负张量的谱半径的上界及其应用
收稿日期: 2022-08-02
网络出版日期: 2025-12-11
基金资助
国家自然科学基金(62173157);中央高校基本科研业务费专项资金资助项目(CZY23009)
版权
On the upper bound of spectral radius of a class of nonnegative general-tensors and its applications
Received date: 2022-08-02
Online published: 2025-12-11
Copyright
王缘 , 朱忠熏 , 谭连生 , 杨禹 . 一类非负张量的谱半径的上界及其应用[J]. 运筹学学报, 2025 , 29(4) : 205 -218 . DOI: 10.15960/j.cnki.issn.1007-6093.2025.04.016
According to the nonnegative tensors defined in Xu et al. (2016), we first obtain some combinatorial identities related on these tensors. Then we attain a sharp upper bound on the spectral radius of this type tensors and its corresponding extremal conditions by these combinatorial identities. As its applications, some sharp upper bounds on the spectral radius of general hypergraphs are deduced and their corresponding extremal structure are characterized.
| 1 | Lim L. Singular values and eigenvalues of tensors: A variational approach[C]//Proceedings of the 1st IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2005, 1: 129-132. |
| 2 | Lim L. Foundations of numerical multilinear algebra: Decomposition and approximation of tensors[D]. Stanford: Stanford University, 2007. |
| 3 | Qi L . Eigenvalues of a real supersymmetric tensor[J]. Journal of Symbolic Computation, 2005, 40 (6): 1302- 1324. |
| 4 | Khan M , Fan Y . On the spectral radius of a class of non-odd-bipartite even uniform hypergraphs[J]. Linear Algebra and Its Applications, 2015, 480, 93- 106. |
| 5 | Yang Y , Yang Q . Further results for Perron-Frobenius theorem for nonnegative tensors[J]. SIAM Journal on Matrix Analysis and Applications, 2010, 31 (5): 2517- 2530. |
| 6 | Shao J . A general product of tensors with applications[J]. Linear Algebra and Its Applications, 2013, 439, 2350- 2366. |
| 7 | Brualdi R . Introductory Combinatorics[M]. Beijing: China Machine Press, 2002. |
| 8 | Hillar C , Lim L . Most tensor problems are NP-hard[J]. Journal of the ACM, 2013, 60 (6): 1- 39. |
| 9 | Badeau R , Boyer R . Fast multilinear singular value decomposition for structured tensors[J]. SIAM Journal on Matrix Analysis and Applications, 2008, 30 (3): 1008- 1021. |
| 10 | Jensen J , Helpern J , Ramani A , et al. Diffusional kurtosis imaging: The quantification of non-Gaussian water diffusion by means of magnetic resonance imaging[J]. Magnetic Resonance in Medicine, 2005, 53 (6): 1432- 1440. |
| 11 | Qi L , Luo Z . Tensor Analysis: Spectral Theory and Special Tensors[M]. SIAM Philadelphia: Society for Industrial and Applied Mathematics, 2017. |
| 12 | Xu C , Luo Z , Qi L , et al. {0, 1} completely positive tensors and multi-hypergraphs[J]. Linear Algebra and Its Applications, 2016, 510, 110- 123. |
| 13 | Chuan L , You L , Zhang X . A sharp upper bound on the spectral radius of a nonnegative k-uniform tensorand its applications to (directed) hypergraphs[J]. Journal of Inequalities and Applications, 2020, 2020 (1): 1- 16. |
| 14 | Banerjee A , Char A , Mondal B . Spectra of general hypergraphs[J]. Linear Algebra and Its Applications, 2017, 518, 14- 30. |
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