Theory and Computation of Tensors

Multi-Dimensional Arrays

Nonfiction, Science & Nature, Mathematics, Mathematical Analysis
Cover of the book Theory and Computation of Tensors by Yimin Wei, Weiyang Ding, Elsevier Science
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Author: Yimin Wei, Weiyang Ding ISBN: 9780128039809
Publisher: Elsevier Science Publication: August 28, 2016
Imprint: Academic Press Language: English
Author: Yimin Wei, Weiyang Ding
ISBN: 9780128039809
Publisher: Elsevier Science
Publication: August 28, 2016
Imprint: Academic Press
Language: English

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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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.

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