Theory and Computation of Complex Tensors and its Applications

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  • Springer

  • Date de publication : 2020-04-01


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Détails du livre

Titre : Theory and Computation of Complex Tensors and its Applications
Pages : 250
Collection : n.c
Parution : 2020-04-01
Éditeur : Springer
EAN papier : 9789811520587
À propos du livre



The book provides an introduction of very recent results about the tensors and mainly focuses on the authors' work and perspective. A systematic description about how to extend the numerical linear algebra to the numerical multi-linear algebra is also delivered in this book. The authors design the neural network model for the computation of the rank-one approximation of real tensors, a normalization algorithm to convert some nonnegative tensors to plane stochastic tensors and a probabilistic algorithm for locating a positive diagonal in a nonnegative tensors, adaptive randomized algorithms for computing the approximate tensor decompositions, and the QR type method for computing U-eigenpairs of complex tensors.


This book could be used for the Graduate course, such as Introduction to Tensor. Researchers may also find it helpful as a reference in tensor research.

Format EPUB - Nb pages copiables : 2 - Nb pages imprimables : 25 - Poids : 23839 Ko - - Prix : 126,59 € - EAN : 9789811520594

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