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Theory and Computation of Tensors: Multi-Dimensional Arrays

Theory and Computation of Tensors: Multi-Dimensional Arrays

Yimin Wei, Weiyang Ding
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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
种类:
年:
2016
出版:
1
出版社:
Elsevier/Academic Press
语言:
english
页:
148
ISBN 10:
0128039809
ISBN 13:
9780128039809
文件:
PDF, 2.15 MB
IPFS:
CID , CID Blake2b
english, 2016
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