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portada tensor spaces and numerical tensor calculus
Type
Physical Book
Publisher
Language
English
Pages
500
Format
Hardcover
Dimensions
23.4 x 16.0 x 3.3 cm
Weight
0.84 kg.
ISBN
3642280269
ISBN13
9783642280269

tensor spaces and numerical tensor calculus

Wolfgang Hackbusch (Author) · Springer · Hardcover

tensor spaces and numerical tensor calculus - Hackbusch, Wolfgang

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Synopsis "tensor spaces and numerical tensor calculus"

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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