[图书][B] Tensor analysis: spectral theory and special tensors

L Qi, Z Luo - 2017 - SIAM
Matrix theory is one of the most fundamental tools of mathematics and science, and a
number of classical books on matrix analysis have been written to explore this theory. As a …

[图书][B] Tensor eigenvalues and their applications

L Qi, H Chen, Y Chen - 2018 - Springer
Tensors, as geometric objects that describe linear or multi-linear relations between
geometric vectors, scalars, and other tensors, have provided a concise mathematical …

Third-order tensors as operators on matrices: A theoretical and computational framework with applications in imaging

ME Kilmer, K Braman, N Hao, RC Hoover - SIAM Journal on Matrix Analysis …, 2013 - SIAM
Recent work by Kilmer and Martin [Linear Algebra Appl., 435 (2011), pp. 641--658] and
Braman [Linear Algebra Appl., 433 (2010), pp. 1241--1253] provides a setting in which the …

[HTML][HTML] M-tensors and nonsingular M-tensors

W Ding, L Qi, Y Wei - Linear Algebra and Its Applications, 2013 - Elsevier
The M-matrix is an important concept in matrix theory, and has many applications. Recently,
this concept has been extended to higher order tensors [18]. In this paper, we establish …

Further results for Perron–Frobenius theorem for nonnegative tensors

Y Yang, Q Yang - SIAM Journal on Matrix Analysis and Applications, 2010 - SIAM
Further Results for Perron–Frobenius Theorem for Nonnegative Tensors Page 1 Copyright © by
SIAM. Unauthorized reproduction of this article is prohibited. SIAM J. MATRIX ANAL. APPL. c …

Shifted power method for computing tensor eigenpairs

TG Kolda, JR Mayo - SIAM Journal on Matrix Analysis and Applications, 2011 - SIAM
Recent work on eigenvalues and eigenvectors for tensors of order m≥3 has been motivated
by applications in blind source separation, magnetic resonance imaging, molecular …

-Tensors and Some Applications

L Zhang, L Qi, G Zhou - SIAM Journal on Matrix Analysis and Applications, 2014 - SIAM
We introduce M-tensors. This concept extends the concept of M-matrices. We denote Z-
tensors as the tensors with nonpositive off-diagonal entries. We show that M-tensors must be …

Solving Multi-linear Systems with -Tensors

W Ding, Y Wei - Journal of Scientific Computing, 2016 - Springer
This paper is concerned with solving some structured multi-linear systems, especially
focusing on the equations whose coefficient tensors are M M-tensors, or called M M …

Perron–Frobenius theorem for nonnegative multilinear forms and extensions

S Friedland, S Gaubert, L Han - Linear Algebra and its Applications, 2013 - Elsevier
We prove an analog of Perron–Frobenius theorem for multilinear forms with nonnegative
coefficients, and more generally, for polynomial maps with nonnegative coefficients. We …

[HTML][HTML] A general product of tensors with applications

JY Shao - Linear Algebra and its applications, 2013 - Elsevier
We study a general product of two n-dimensional tensors A and B with orders m⩾ 2 and k⩾
1. This product satisfies the associative law, and is a generalization of the usual matrix …