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Tensor Spaces and Numerical Tensor Calculus

Wolfgang Hackbusch
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.
Autor: Hackbusch, Wolfgang
EAN: 9783642280269
Sprache: Englisch
Seitenzahl: 500
Produktart: Gebunden
Verlag: Springer Springer, Berlin Springer Berlin Heidelberg
Schlagworte: Tensorrechnung
Größe: 252 × 156 × 34
Gewicht: 914 g

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Tensor Spaces and Numerical Tensor Calculus
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