Theory and Computation of Tensors: Multi-Dimensional Arrays
Author(s)
Wei, Yimin
Ding, Weiyang
Wei, Yimin
Ding, Weiyang
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.
- Provides an introduction of recent results about tensors
- Investigates theories and computations of tensors to broaden perspectives on matrices
- Discusses how to extend numerical linear algebra to numerical multi-linear algebra
- Offers examples of how researchers and students can engage in research and the applications of tensors and multi-dimensional arrays
Keywords
General, Applied, Linear, Mathematical Analysis, Mathematics & Statistics -> Mathematics -> Mathematics General, 737, 720, P1117108300, Mathematics & Statistics -> Calculus -> Introductory Linear Algebra, P1117108332
General, Applied, Linear, Mathematical Analysis, Mathematics & Statistics -> Mathematics -> Mathematics General, 737, 720, P1117108300, Mathematics & Statistics -> Calculus -> Introductory Linear Algebra, P1117108332
| Name in long format: | Theory and Computation of Tensors: Multi-Dimensional Arrays |
|---|---|
| ISBN-10: | 0128039809 |
| ISBN-13: | 9780128039809 |
| Book pages: | 134 |
| Book language: | en |
| Edition: | 1 |
| Binding: | Kindle Edition |
| Publisher: | Academic Press |
| Dimensions: | ePub |
