[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 …

The sparsest solutions to Z-tensor complementarity problems

Z Luo, L Qi, N Xiu - 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 …

Formulating an n-person noncooperative game as a tensor complementarity problem

ZH Huang, L Qi - Computational Optimization and Applications, 2017 - Springer
In this paper, we consider a class of n-person noncooperative games, where the utility
function of every player is given by a homogeneous polynomial defined by the payoff tensor …

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 …

Properties of tensor complementarity problem and some classes of structured tensors

Y Song, L Qi - arXiv preprint arXiv:1412.0113, 2014 - arxiv.org
This paper deals with the class of Q-tensors, that is, a Q-tensor is a real tensor $\mathcal {A}
$ such that the tensor complementarity problem $(\q,\mathcal {A}) $: $$\mbox …

Randomized Kaczmarz methods for tensor complementarity problems

X Wang, M Che, Y Wei - Computational Optimization and Applications, 2022 - Springer
In this paper, we equivalently reformulate the tensor complementarity problem as a system
of fixed point equations. Based on this system, we propose the (extend) randomized …

Splitting methods for tensor equations

DH Li, S Xie, HR Xu - Numerical Linear Algebra with …, 2017 - Wiley Online Library
Summary The Jacobi, Gauss‐Seidel and successive over‐relaxation methods are well‐
known basic iterative methods for solving system of linear equations. In this paper, we …

Column sufficient tensors and tensor complementarity problems

H Chen, L Qi, Y Song - Frontiers of Mathematics in China, 2018 - Springer
Stimulated by the study of sufficient matrices in linear complementarity problems, we study
column sufficient tensors and tensor complementarity problems. Column sufficient tensors …

An iterative method for finding the least solution to the tensor complementarity problem

SL Xie, DH Li, HR Xu - Journal of Optimization Theory and Applications, 2017 - Springer
In this paper, we are concerned with finding the least solution to the tensor complementarity
problem. When the involved tensor is strongly monotone, we present a way to estimate the …

The existence and uniqueness of solution for tensor complementarity problem and related systems

LB Cui, YD Fan, YS Song, SL Wu - Journal of Optimization Theory and …, 2022 - Springer
In the paper, we are concerned with the existence and uniqueness of solution for tensor
complementarity problem (TCP) and tensor absolute value equations (TAVEs) with special …