Tensor Spaces and Numerical Tensor Calculus

Gebonden Engels 2012 2012e druk 9783642280269
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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.
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Specificaties

ISBN13:9783642280269
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:500
Uitgever:Springer Berlin Heidelberg
Druk:2012

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          Tensor Spaces and Numerical Tensor Calculus