|
|
Spectral properties of odd-bipartite Z-tensors and their absolute tensors |
Haibin CHEN( ),Liqun QI |
Department of Applied Mathematics, The Hong Kong Polytechnic University, Hong Kong, China |
|
|
Abstract Stimulated by odd-bipartite and even-bipartite hypergraphs, we define odd-bipartite (weakly odd-bipartie) and even-bipartite (weakly evenbipartite) tensors. It is verified that all even order odd-bipartite tensors are irreducible tensors, while all even-bipartite tensors are reducible no matter the parity of the order. Based on properties of odd-bipartite tensors, we study the relationship between the largest H-eigenvalue of a Z-tensor with nonnegative diagonal elements, and the largest H-eigenvalue of absolute tensor of that Z-tensor. When the order is even and the Z-tensor is weakly irreducible, we prove that the largest H-eigenvalue of the Z-tensor and the largest H-eigenvalue of the absolute tensor of that Z-tensor are equal, if and only if the Z-tensor is weakly odd-bipartite. Examples show the authenticity of the conclusions. Then, we prove that a symmetric Z-tensor with nonnegative diagonal entries and the absolute tensor of the Z-tensor are diagonal similar, if and only if the Z-tensor has even order and it is weakly odd-bipartite. After that, it is proved that, when an even order symmetric Z-tensor with nonnegative diagonal entries is weakly irreducible, the equality of the spectrum of the Z-tensor and the spectrum of absolute tensor of that Z-tensor, can be characterized by the equality of their spectral radii.
|
Keywords
H-Eigenvalue
Z-tensor
odd-bipartite tensor
absolute tensor
|
Corresponding Author(s):
Haibin CHEN
|
Issue Date: 17 May 2016
|
|
1 |
Cartwright D, Sturmfels B. The number of eigenvalues of a tensor. Linear Algebra Appl, 2013, 438: 942–952
https://doi.org/10.1016/j.laa.2011.05.040
|
2 |
Chang K C, Pearson K, Zhang T. Perron Frobenius Theorem for nonnegative tensors. Commun Math Sci, 2008, 6: 507–520
https://doi.org/10.4310/CMS.2008.v6.n2.a12
|
3 |
Chang K C, Pearson K, Zhang T. On eigenvalue problems of real symmetric tensors. J Math Anal Appl, 2009, 350: 416–422
https://doi.org/10.1016/j.jmaa.2008.09.067
|
4 |
Chen H, Qi L. Positive definiteness and semi-definiteness of even order symmetric Cauchy tensors. J Ind Manag Optim, 2015, 11: 1263–1274
https://doi.org/10.3934/jimo.2015.11.1263
|
5 |
Chen Z, Qi L. Circulant tensors with applications to spectral hypergraph theory and stochastic process. J Ind Manag Optim, 2016, 12: 1227–1247
https://doi.org/10.3934/jimo.2016.12.1227
|
6 |
Cooper J, Dutle A. Spectra of uniform hypergraphs. Linear Algebra Appl, 2012, 436:3268–3292
https://doi.org/10.1016/j.laa.2011.11.018
|
7 |
Ding W, Qi L, Wei Y. M-Tensors and nonsingular M-tensors. Linear Algebra Appl, 2013, 439: 3264–3278
https://doi.org/10.1016/j.laa.2013.08.038
|
8 |
Friedland S, Gaubert S, Han L. Perron-Frobenius theorem for nonnegative multilinear forms and extensions. Linear Algebra Appl, 2013, 438: 738–749
https://doi.org/10.1016/j.laa.2011.02.042
|
9 |
Hu S, Qi L. The eigenvectors associated with the zero eigenvalues of the Laplacian and signless Laplacian tensors of a uniform. Discrete Appl Math, 2014, 169: 140–151
https://doi.org/10.1016/j.dam.2013.12.024
|
10 |
Hu S, Qi L, Xie J. The largest Laplacian and signless Laplacian H-eigenvalues of a uniform hypergraph. Linear Algebra Appl, 2015, 469: 1–27
https://doi.org/10.1016/j.laa.2014.11.020
|
11 |
Li G, Qi L, Yu G. Semismoothness of the maximum eigenvalue function of a symmetric tensor and its application. Linear Algebra Appl, 2013, 438(2): 813–833
https://doi.org/10.1016/j.laa.2011.10.043
|
12 |
Lim L-H. Singular values and eigenvalues of tensors: a variational approach. Proceedings of the IEEE InternationalWorkshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP ’05), 2005, 1: 129–132
|
13 |
Mantica C A, Molinari L G. Weakly Z-symmetric manifolds. Acta Math Hungar, 2012, 135(1): 80–96
https://doi.org/10.1007/s10474-011-0166-3
|
14 |
Ng M, Qi L, Zhou G. Finding the largest eigenvalue of a nonnegative tensor. SIAM J Matrix Anal Appl, 2009, 31: 1090–1099
https://doi.org/10.1137/09074838X
|
15 |
Oeding L, Ottaviani G. Eigenvectors of tensors and algorithms for Waring decomposition. J Symbolic Comput, 2013, 54: 9–35
https://doi.org/10.1016/j.jsc.2012.11.005
|
16 |
Pearson K, Zhang T. On spectral hypergraph theory of the adjacency tensor. Graphs Combin, 2014, 30: 1233–1248
https://doi.org/10.1007/s00373-013-1340-x
|
17 |
Qi L. Eigenvalue of a real supersymmetric tensor. J Symbolic Comput, 2005, 40: 1302–1324
https://doi.org/10.1016/j.jsc.2005.05.007
|
18 |
Qi L. Symmetric nonnegative tensors and copositive tensors. Linear Algebra Appl, 2013, 439: 228–238
https://doi.org/10.1016/j.laa.2013.03.015
|
19 |
Qi L. H+-eigenvalues of Laplacian and signless Laplacian tensors. Commun Math Sci, 2014, 12: 1045–1064
https://doi.org/10.4310/CMS.2014.v12.n6.a3
|
20 |
Qi L, Dai H, Han D. Conditions for strong ellipticity and M-eigenvalues. Front Math China, 2009, 4: 349–364
https://doi.org/10.1007/s11464-009-0016-6
|
21 |
Qi L, Wang Y, Wu E X. D-eigenvalues of diffusion kurtosis tensor. J Comput Appl Math, 2008, 221: 150–157
https://doi.org/10.1016/j.cam.2007.10.012
|
22 |
Shao J. A general product of tensors with applications. Linear Algebra Appl, 2013, 439: 2350–2366
https://doi.org/10.1016/j.laa.2013.07.010
|
23 |
Shao J, Shan H, Wu B. Some spectral properties and characterizations of connected odd-bipartite uniform hypergraphs. Linear Multilinear Algebra (ahead-of-print), 2015, 1–14
|
24 |
Yang Y, Yang Q. Further results for Perron-Frobenius theorem for nonnegative tensors. SIAM J Matrix Anal Appl, 2010, 31: 2517–2530
https://doi.org/10.1137/090778766
|
25 |
Yang Y, Yang Q. On some properties of nonnegative weakly irreducible tensors. arXiv: 1111.0713, 2011
|
26 |
Zhang L, Qi L, Zhou G. M-tensors and some applications. SIAM J Matrix Anal Appl, 2014, 35: 437–452
https://doi.org/10.1137/130915339
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|