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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Hlavní autor: Qi, Liqun (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Singapore : Springer Singapore , 2018.
Vydání:1st ed. 2018.
Edice:Advances in Mechanics and Mathematics, 39
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ISBN:9789811080586
ISSN:1571-8689 ;
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245 1 0 |a Tensor Eigenvalues and Their Applications  |h [electronic resource] /  |c by Liqun Qi, Haibin Chen, Yannan Chen. 
250 |a 1st ed. 2018. 
260 1 |a Singapore :  |b Springer Singapore ,  |c 2018. 
300 |a XIII, 329 p. 14 illus., 11 illus. in color.  |b online resource. 
490 1 |a Advances in Mechanics and Mathematics,  |x 1571-8689 ;  |v 39 
500 |a Mathematics and Statistics  
505 0 |a 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. . 
516 |a text file PDF 
520 |a 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 complementarity problems. It also addresses higher-order diffusion tensor imaging, third-order symmetric and traceless tensors in liquid crystals, piezoelectric tensors, strong ellipticity for elasticity tensors, and higher-order tensors in quantum physics. This book is a valuable reference resource for researchers and graduate students who are interested in applications of tensor eigenvalues. 
650 0 |a Matrix theory. 
650 0 |a Algebra. 
650 0 |a Mathematical physics. 
650 0 |a Quantum computers. 
650 0 |a Computer science-Mathematics. 
650 0 |a Algorithms. 
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