[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 Z‐eigenvalues of a symmetric tensor and its application to spectral hypergraph theory

G Li, L Qi, G Yu - Numerical Linear Algebra with Applications, 2013 - Wiley Online Library
In this paper, using variational analysis and optimization techniques, we examine some
fundamental analytic properties of Z‐eigenvalues of a real symmetric tensor with even order …

A survey on the spectral theory of nonnegative tensors

K Chang, L Qi, T Zhang - Numerical Linear Algebra with …, 2013 - Wiley Online Library
This is a survey paper on the recent development of the spectral theory of nonnegative
tensors and its applications. After a brief review of the basic definitions on tensors, the H …

The Laplacian of a uniform hypergraph

S Hu, L Qi - Journal of Combinatorial Optimization, 2015 - Springer
In this paper, we investigate the Laplacian, ie, the normalized Laplacian tensor of a k-
uniform hypergraph. We show that the real parts of all the eigenvalues of the Laplacian are …

A semidefinite program approach for computing the maximum eigenvalue of a class of structured tensors and its applications in hypergraphs and copositivity test

H Chen, Y Chen, G Li, L Qi - Numerical Linear Algebra with …, 2018 - Wiley Online Library
Finding the maximum eigenvalue of a symmetric tensor is an important topic in tensor
computation and numerical multilinear algebra. In this paper, we introduce a new class of …

[HTML][HTML] On the uniqueness of the positive Z-eigenvector for nonnegative tensors

LB Cui, Y Song - Journal of Computational and Applied Mathematics, 2019 - Elsevier
The uniqueness of positive Z-eigenvector of nonnegative tensors has many important
applications in both theory and practical application. In this paper, we give a sufficient …

On computing minimal H-eigenvalue of sign-structured tensors

H Chen, Y Wang - Frontiers of Mathematics in China, 2017 - Springer
Finding the minimal H-eigenvalue of tensors is an important topic in tensor computation and
numerical multilinear algebra. This paper is devoted to a sum-of-squares (SOS) algorithm for …

A tensor analogy of Yuan's theorem of the alternative and polynomial optimization with sign structure

S Hu, G Li, L Qi - Journal of Optimization Theory and Applications, 2016 - Springer
Yuan's theorem of the alternative is an important theoretical tool in optimization, which
provides a checkable certificate for the infeasibility of a strict inequality system involving two …

New practical criteria for ℋ-tensors and its application

F Wang, D Sun, J Zhao, C Li - Linear and Multilinear Algebra, 2017 - Taylor & Francis
Full article: New practical criteria for ℋ-tensors and its application Skip to Main Content Taylor
and Francis Online homepage Taylor and Francis Online homepage Log in | Register Cart …

Positive definiteness for 4th order symmetric tensors and applications

Y Song - Analysis and Mathematical Physics, 2021 - Springer
In particle physics, the vacuum stability of scalar potentials is to check positive definiteness
(or copositivity) of its coupling tensors, and such a coupling tensor is a 4th order and …