Tensor analysis : spectral theory and special tensors /

Saved in:

Bibliographic Details
Author / Creator:	Qi, Liqun, author.
Imprint:	Philadelphia : Society for Industrial and Applied Mathematics, [2017]
Description:	1 online resource
Language:	English
Series:	Other titles in applied mathematics Other titles in applied mathematics.
Subject:	Calculus of tensors. Calculus of tensors.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/12577600

Hidden Bibliographic Details
Other authors / contributors:	Luo, Ziyan, author.
ISBN:	9781611974751 1611974755 9781611974744
Notes:	Includes bibliographical references and index. Description based on print version record.
Summary:	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: Spectral Theory and Special Tensors 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.
Other form:	Print version: Qi, Liqun. Tensor analysis Philadelphia : Society for Industrial and Applied Mathematics, [2017] 9781611974744
Standard no.:	OT151
Publisher's no.:	OT151 SIAM

Similar Items