Theory and Computation of Tensors: Multi-Dimensional Arrays

Weiyang DING*, Yimin Wei

*Corresponding author for this work

Research output: Book/ReportBook or reportpeer-review

34 Citations (Scopus)

Abstract

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.

Original languageEnglish
PublisherElsevier Inc.
Number of pages137
ISBN (Electronic)9780128039809
ISBN (Print)9780128039533
Publication statusPublished - 12 Aug 2016

Scopus Subject Areas

  • Mathematics(all)

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