Theory and Computation of Tensors : Multi-Dimensional Arrays. Ding, Weiyang
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Author: Ding, Weiyang
Page Count: 150 pages
Published Date: 01 Sep 2016
Publisher: Elsevier Science Publishing Co Inc
Publication Country: San Diego, United States
Language: none
ISBN: 9780128039533
File size: 48 Mb
File Name: Theory.and.Computation.of.Tensors.Multi-Dimensional.Arrays.pdf
Download Link: Theory and Computation of Tensors Multi-Dimensional Arrays
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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. * 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
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