Tensor Analysis

Name: Tensor Analysis
Brand: SIAM - SOCIETY FOR INDUSTRIAL AND APPLIED
Price: 197.75 AUD
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Spectral Theory and Special Tensors

By: Liqun Qi, Ziyan Luo

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Paperback | 28 September 2017

At a Glance

Paperback
319 Pages

Dimensions(cm)
22.9 x 15.2

Paperback

RRP $208.00

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Tensors, or hypermatrices, are multi-arrays with more than two indices. In the last decade or so, many concepts and results in matrix theory - some of which are nontrivial - have been extended to tensors and have a wide range of applications (for example, spectral hypergraph theory, higher order Markov chains, polynomial optimization, magnetic resonance imaging, automatic control, and quantum entanglement problems). The authors provide a comprehensive discussion of this new theory of tensors.

Tensor Analysis is unique in that it is the first book on the spectral theory of tensors; the theory of special tensors, including nonnegative tensors, positive semidefinite tensors, completely positive tensors, and copositive tensors; and the spectral hypergraph theory via tensors, which is covered in a chapter.

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