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Tensor Spaces and Numerical Tensor Calculus

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Knygos aprašymas

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. ¿

Informacija

Autorius: Wolfgang Hackbusch
Serija: Springer Series in Computational Mathematics
Leidėjas: Springer Berlin Heidelberg
Išleidimo metai: 2012
Knygos puslapių skaičius: 524
ISBN-10: 3642280269
ISBN-13: 9783642280269
Formatas: Knyga kietu viršeliu
Kalba: Anglų
Žanras: Numerical analysis

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