Tensor Spaces and Numerical Tensor Calculus Hardcover - 2020
by Wolfgang Hackbusch
From the rear cover
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.
Details
- Title Tensor Spaces and Numerical Tensor Calculus
- Author Wolfgang Hackbusch
- Binding Hardcover
- Pages 605
- Volumes 1
- Language ENG
- Publisher Springer
- Date 2020-01-24
- Illustrated Yes
- Features Illustrated
- ISBN 9783030355531 / 3030355535
- Weight 2.34 lbs (1.06 kg)
- Dimensions 9.21 x 6.14 x 1.38 in (23.39 x 15.60 x 3.51 cm)
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Tensor Spaces and Numerical Tensor Calculus (Springer Series in Computational Mathematics)
by Hackbusch, Wolfgang
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