[書籍][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 …

[書籍][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 …

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 …

The sparsest solutions to Z-tensor complementarity problems

Z Luo, L Qi, N **u - Optimization letters, 2017 - Springer
Finding the sparsest solutions to a tensor complementarity problem is generally NP-hard
due to the nonconvexity and noncontinuity of the involved ℓ _0 ℓ 0 norm. In this paper, a …

Properties of some classes of structured tensors

Y Song, L Qi - Journal of Optimization Theory and Applications, 2015 - Springer
In this paper, we extend some classes of structured matrices to higher-order tensors. We
discuss their relationships with positive semi-definite tensors and some other structured …

Global uniqueness and solvability for tensor complementarity problems

XL Bai, ZH Huang, Y Wang - Journal of Optimization Theory and …, 2016 - Springer
Recently, the tensor complementarity problem has been investigated in the literature. An
important question involving the property of global uniqueness and solvability for a class of …

Tensor complementarity problem and semi-positive tensors

Y Song, L Qi - Journal of Optimization Theory and Applications, 2016 - Springer
In this paper, we prove that a real tensor is strictly semi-positive if and only if the
corresponding tensor complementarity problem has a unique solution for any nonnegative …

Tensor complementarity problems—part I: basic theory

ZH Huang, L Qi - Journal of Optimization Theory and Applications, 2019 - Springer
Tensors (hypermatrices) are multidimensional analogs of matrices. The tensor
complementarity problem is a class of nonlinear complementarity problems with the involved …

H-Eigenvalues of Laplacian and Signless Laplacian Tensors

L Qi - arxiv preprint arxiv:1303.2186, 2013 - arxiv.org
We propose a simple and natural definition for the Laplacian and the signless Laplacian
tensors of a uniform hypergraph. We study their H $^+ $-eigenvalues, ie, H-eigenvalues with …

Properties of solution set of tensor complementarity problem

Y Song, G Yu - Journal of Optimization Theory and Applications, 2016 - Springer
In this paper, a new subclass of tensors is introduced and it is proved that this class of new
tensors can be defined by the feasible region of the corresponding tensor complementarity …