ENGLISH

Theory and Computation of Tensors. Multi-Dimensional Arrays

By Yimin Wei , Weiyang Ding

Book information

Publisher
Academic Press
Year
2016
ISBN
0128039531, 978-0-12-803953-3, 978-0-12-803980-9, 0128039809
DOI
10.1016/B978-0-12-803953-3.50001-0
Language
english
Format
PDF
Filesize
5 MB (5295483 bytes)
Edition
1
Pages
148\133
Time added
2016-11-18 07:00:00
Calculus of tensors;MATHEMATICS;Calculus;MATHEMATI

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 tensorsInvestigates theories and computations of tensors to broaden perspectives on matricesDiscusses how to extend numerical linear algebra to numerical multi-linear algebraOffers examples of how researchers and students can engage in research and the applications of tensors and multi-dimensional arrays

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