Tensor Spaces and Numerical Tensor Calculus (Record no. 21293)

010 ## - ISBN
ISBN 9783030355531
200 ## - titre
titre Tensor Spaces and Numerical Tensor Calculus
Type document Livre
auteur Wolfgang, Hackbusch
205 ## - mention d'édition
mention d'édition Second edition
210 ## - éditeur
nom de l'editeur Springer Nature Switzerland AG
date de publication 2019
101 ## - langue
langue du document Anglais
langue de l'oeuvre originale Anglais
215 ## - description
Nombre de pages XXVIII, 605 pages
606 ## - sujets
sujet Analyse numérique
330 ## - résumé
texte de la note Special numerical techniques are already needed to deal with n × n matrices for large n. Tensor data are of size n × n ×...× n=nd, where nd exceeds the computer memory by far. They appear for problems of high spatial dimensions. Since standard methods fail, a particular tensor calculus is needed to treat such problems. This monograph describes the methods by which tensors can be practically treated and shows how numerical operations can be performed. Applications include problems from quantum chemistry, approximation of multivariate functions, solution of partial differential equations, for example with stochastic coefficients, and more. In addition to containing corrections of the unavoidable misprints, this revised second edition includes new parts ranging from single additional statements to new subchapters. The book is mainly addressed to numerical mathematicians and researchers working with high-dimensional data. It also touches problems related to Geometric Algebra.
686 ## - Classification
Classification 518 Analyse numérique, modélisation et calcul scientifique
700 ## - auteur(s)
koha internal code 6826
auteur Hackbusch
partie du nom autre que l'élément d';entrée Wolfgang
100 ## - données générales de traitement
données générales de traitement 20210901 frey50
Holdings
Propriétaire Dépositaire Localisation code barre cote Statut note
ENS Rennes - Bibliothèque ENS Rennes - Bibliothèque Mathématiques 043871 518 HAC Empruntable 518 Analyse numérique, modélisation et calcul scientifique

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