Theory and Computation of Tensors

Multi-Dimensional Arrays

Yimin Wei, Weiyang Ding (Autoren)

Buch | Softcover

148 Seiten

2016
Academic Press Inc (Verlag)
978-0-12-803953-3 (ISBN)

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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.

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. 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.

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

Erscheinungsdatum	03.09.2016
Verlagsort	San Diego
Sprache	englisch
Maße	152 x 229 mm
Gewicht	180 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Geometrie / Topologie
ISBN-10	0-12-803953-1 / 0128039531
ISBN-13	978-0-12-803953-3 / 9780128039533
Zustand	Neuware