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Tensor Analysis : Spectral Theory and Special Tensors by Li-Qun Qi, Ziyan Luo, Liqun Qi is a nonfiction available to read on EtoBox.

What is Tensor Analysis : Spectral Theory and Special Tensors about?

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 to cover these three subject areas: 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. Audience: The intended audience is researchers and graduate students. Contents: List of Figures; List of Algrithms; Chapter 1: Introduction; Chapter 2: Eigenvalues of Tensors; Chapter 3: Nonnegative Tensors; Chapter 4: Spectral Hypergraph Theory via Tensors; Chapter 5: Positive Semidefinite Tensors; Chapter 6: Completely Positive Tensors and Copositive Tensors; Bibliog

Who reads Tensor Analysis : Spectral Theory and Special Tensors?

Author

Li-Qun Qi, Ziyan Luo, Liqun Qi

Publisher

Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104)

Published

2017

Language

EN

ISBN

9781611974744

Category

nonfiction

Subjects

Mathematics, Science, Applied Mathematics