[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 …

An efficient recursive identification algorithm for multilinear systems based on tensor decomposition

Y Wang, L Yang - … Journal of Robust and Nonlinear Control, 2021 - Wiley Online Library
There are many important fields involving the multilinear system identification. A great
number of parameters to be identified is an important challenge, leading to the need for …

A tensor-based multiattributes visual feature recognition method for industrial intelligence

X Wang, LT Yang, L Song, H Wang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Industrial Internet-of-Things (IIoT) has revolutionized almost every aspect of industrial
manufacturing through industrial intelligence by incorporating production equipment, mobile …

Moore–Penrose inverse of tensors via Einstein product

L Sun, B Zheng, C Bu, Y Wei - Linear and Multilinear Algebra, 2016 - Taylor & Francis
In this paper, we define the Moore–Penrose inverse of tensors with the Einstein product, and
the explicit formulas of the Moore–Penrose inverse of some block tensors are obtained. The …

A tensor-based computing and optimization model for intelligent edge services

X Wang, LT Yang, L Ren, Y Wang, MJ Deen - IEEE Network, 2022 - ieeexplore.ieee.org
Cyber-physical-social systems (CPSS) encompassing the cyber, physical and social worlds
and the integrations among them, such as Industrial Internet of Things, has, as one of its …

T-Jordan canonical form and T-Drazin inverse based on the T-product

Y Miao, L Qi, Y Wei - Communications on Applied Mathematics and …, 2021 - Springer
In this paper, we investigate the tensor similarity and propose the T-Jordan canonical form
and its properties. The concepts of the T-minimal polynomial and the T-characteristic …

Reinforcement learning architecture for cyber–physical–social AI: state-of-the-art and perspectives

X Li, P Wang, X Jin, Q Jiang, W Zhou, S Yao - Artificial Intelligence Review, 2023 - Springer
As the extension of cyber–physical systems (CPSs), cyber–physical–social systems
(CPSSs) seamlessly integrate cyber space, physical space, and social space. CPSS provide …

[HTML][HTML] Further results on Moore–Penrose inverses of tensors with application to tensor nearness problems

M Liang, B Zheng - Computers & Mathematics with Applications, 2019 - Elsevier
The notion of the Moore–Penrose inverse of a matrix has been extended to tensor case with
Einstein product, recently. In this paper, we continue this work and propose the full rank …

Tensor Krylov subspace methods via the Einstein product with applications to image and video processing

M El Guide, A El Ichi, K Jbilou, FPA Beik - Applied Numerical Mathematics, 2022 - Elsevier
In the present paper, we are interested in developing iterative Krylov subspace methods in
tensor structure to solve a class of multilinear systems via the Einstein product. In particular …