[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 …

[HTML][HTML] 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 …

[HTML][HTML] Tensor complementarity problems—part III: applications

ZH Huang, L Qi - Journal of Optimization Theory and Applications, 2019 - Springer
We have reviewed some theoretical and algorithmic developments for tensor
complementarity problems and related models in the first part and the second part of this …

[PDF][PDF] High-order copositive tensors and its applications

H Chen, Y Wang - J. Appl. Anal. Comput, 2018 - pdfs.semanticscholar.org
With the coming of the big data era, high-order high-dimensional structured tensors received
much attentions of researchers' in recent years, and now they are developed into a new …

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 …

A complete semidefinite algorithm for detecting copositive matrices and tensors

J Nie, Z Yang, X Zhang - SIAM Journal on Optimization, 2018 - SIAM
A real symmetric tensor is said to be copositive if the associated homogeneous form is
greater than or equal to zero over the nonnegative orthant. The problem of detecting tensor …

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] Copositive tensor detection and its applications in physics and hypergraphs

H Chen, ZH Huang, L Qi - Computational Optimization and Applications, 2018 - Springer
Copositivity of tensors plays an important role in vacuum stability of a general scalar
potential, polynomial optimization, tensor complementarity problem and tensor generalized …

Solution structures of tensor complementarity problem

X Wang, H Chen, Y Wang - Frontiers of Mathematics in China, 2018 - Springer
Solution structures of tensor complementarity problem Page 1 Front. Math. China 2018, 13(4):
935–945 https://doi.org/10.1007/s11464-018-0675-2 Solution structures of tensor …