Theory and Computation of Tensors
：Multi-Dimensional Arrays
Publication subTitle ：Multi-Dimensional Arrays
Author： Wei Yimin;Ding Weiyang
Publisher： Elsevier Science
Publication year： 2016
E-ISBN: 9780128039809
P-ISBN(Paperback): 9780128039533
Subject： O183 vector (vector and tensor analysis)
Keyword： 数理科学和化学,数学
Language： ENG
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Description
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