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Tensor Eigenvalues and Their Applications

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
Main Authors: Qi, Liqun, Chen, Haibin (Author), Chen, Yannan (Author)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2018, 2018
Edition:1st ed. 2018
Series:Advances in Mechanics and Mathematics
Subjects:
Computer Science—mathematics
Quantum Computers
Symbolic And Algebraic Manipulation
Algorithms
Linear Algebra
Quantum Computing
Mathematical Physics
Algebras, Linear
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of 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.

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