Special numerical techniques are already needed to deal with nxn matrices for large n.Tensor data are of size nxnx...xn=n^d, where n^d 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. The monograph describes the methods how tensors can be practically treated and how numerical operations can be performed. Applications are problems from quantum chemistry, approximation of multivariate functions, solution of pde, e.g., with stochastic coefficients, etc.
About Wolfgang Hackbusch
The author is working in the field of numerical mathematics for partial differential equations and integral equations. He has published monographs, e.g., about the multigrid method, about the numerical analysis of elliptic pdes, about iterative solution of large systems of equation, and about the technique of hierarchical matrices.Details Book
Author  :  Wolfgang Hackbusch 
Publisher  :  SpringerVerlag Berlin and Heidelberg GmbH 
Data Published  :  12 April 2014 
ISBN  :  364242709X 
EAN  :  9783642427091 
Format Book  :  PDF, Epub, DOCx, TXT 
Number of Pages  :  500 pages 
Age +  :  15 years 
Language  :  English 
Rating  : 
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