[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 …
number of classical books on matrix analysis have been written to explore this theory. As a …
Third-order tensors as operators on matrices: A theoretical and computational framework with applications in imaging
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 …
Braman [Linear Algebra Appl., 433 (2010), pp. 1241--1253] provides a setting in which the …
[HTML][HTML] M-tensors and nonsingular M-tensors
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 …
this concept has been extended to higher order tensors [18]. In this paper, we establish …
Further results for Perron–Frobenius theorem for nonnegative tensors
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 …
SIAM. Unauthorized reproduction of this article is prohibited. SIAM J. MATRIX ANAL. APPL. c …
Shifted power method for computing tensor eigenpairs
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 …
by applications in blind source separation, magnetic resonance imaging, molecular …
-Tensors and Some Applications
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 …
tensors as the tensors with nonpositive off-diagonal entries. We show that M-tensors must be …
Solving Multi-linear Systems with -Tensors
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 …
focusing on the equations whose coefficient tensors are M M-tensors, or called M M …
Perron–Frobenius theorem for nonnegative multilinear forms and extensions
We prove an analog of Perron–Frobenius theorem for multilinear forms with nonnegative
coefficients, and more generally, for polynomial maps with nonnegative coefficients. We …
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 …
1. This product satisfies the associative law, and is a generalization of the usual matrix …