Theory and Computation of Tensors

Erscheinungsjahr 2016
ISBN: 978-0-12-803953-3
Verlag: ACADEMIC PRESS

Buch, Englisch, 148 Seiten, Format (B × H): 159 mm x 228 mm, Gewicht: 264 g

Theory and Computation of Tensors: Multi-Dimensional Arrays investigates theories and computations of tensors to broaden perspectives on matrices. Data in the Big Data Era is not only growing larger but also becoming much more complicated. Tensors (multi-dimensional arrays) arise naturally from many engineering or scientific disciplines because they can represent multi-relational data or nonlinear relationships.

Autoren/Hrsg.

Wei, Yimin

Ding, Weiyang

Fachgebiete

• Naturwissenschaften Physik Physik Allgemein Theoretische Physik, Mathematische Physik, Computerphysik
• Mathematik | Informatik Mathematik Algebra Lineare und multilineare Algebra, Matrizentheorie

Inhaltsverzeichnis

1. Introduction and Preliminaries

2. Hankel Tensors

3. Generalized Tensor Eigenvalue Problems

4. M-Tensors and Multi-Linear Equations5. Tensor Logarithmic Norms6. Multi-Linear Discriminant Analysis

Über Autor(innen)

Wei, Yimin
Yimin Wei is a Professor at the School of Mathematical Sciences, Fudan University, Shanghai, P.R. of China. He has has published three English books and over 100 research papers in international journals. His studies on tensors are supported by the National Natural Science Foundation of China.

Ding, Weiyang
Weiyang Ding is a Ph.D student under the supervision of Professor Wei, at the School of Mathematical Sciences, Fudan University, Shanghai, P.R. of China.