Tensor Eigenvalues and Their Applications [electronic resource] by Liqun Qi, Haibin Chen, Yannan Chen.

This book offers an introduction to applications prompted by tensor analysis, especially by the spectral tensor theory developed in recent years. It covers applications of tensor eigenvalues in multilinear systems, exponential data fitting, tensor complementarity problems, and tensor eigenvalue comp...

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Bibliographic Details
Uniform Title:Advances in Mechanics and Mathematics, 1876-9896 ; 39
Main Authors: Qi, Liqun (Author)
Chen, Haibin (Author)
Chen, Yannan (Author)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2018.
Edition:1st ed. 2018.
Series:Advances in Mechanics and Mathematics, 39
Subjects:
Algebras, Linear.
Mathematical physics.
Quantum computers.
Computer science—Mathematics.
Algorithms.
Online Access:
Springer Mathematics and Statistics eBooks 2018 English/International: 2018 (Springer Link)
Format: Electronic eBook
Contents:
  • Preliminaries
  • Multilinear Systems
  • Hankel Tensor Computation and Exponential Data Fitting
  • Tensor Complementarity Problems
  • Tensor Eigenvalue Complementarity Problems
  • Higher Order Diffusion Tensor Imaging
  • Third Order Tensors in Physics and Mechanics
  • Fourth Order Tensors in Physics and Mechanics
  • Higher Order Tensors in Quantum Physics
  • References
  • Index. .