Theory and Computation of Tensors : Multi-Dimensional Arrays - Yimin Wei

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Theory and Computation of Tensors

Multi-Dimensional Arrays

By: Yimin Wei

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Paperback | 15 August 2016 | Edition Number 1

At a Glance

Paperback
148 Pages

Dimensions(cm)
22.86 x 15.24 x 1.27

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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

Industry Reviews

"The book should be useful as a reference for research workers in linear algebra, operator theory, mathematical physics and numerical analysis." --MathSciNet "Roughly half the book is devoted to defining and developing properties of tensors, and the other half to algorithms." --MAA Reviews

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