Tensor Analysis - Spectral Theory and Special Tensors (Paperback)

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.

General

Imprint:	Society For Industrial & Applied Mathematics,U.S.
Country of origin:	United States
Release date:	April 2017
Authors:	Liqun Qi • Ziyan Luo
Dimensions:	229 x 152 x 20mm (L x W x T)
Format:	Paperback
Pages:	319
ISBN-13:	978-1-61197-474-4
Categories:	Books > Science & Mathematics > Physics > General Books > Science & Mathematics > Mathematics > Optimization > General Books > Science & Mathematics > Mathematics > Applied mathematics > General
LSN:	1-61197-474-7
Barcode:	9781611974744

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