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Tensor Spaces and Numerical Tensor Calculus (Springer Series in Computational
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Tensor Spaces and Numerical Tensor Calculus (Springer Series in Computational Mathematics, Vol. 42) Hardcover - 2012

by Hackbusch, Wolfgang


From the publisher

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. ​

From the rear cover

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.

Details

  • Title Tensor Spaces and Numerical Tensor Calculus (Springer Series in Computational Mathematics, Vol. 42)
  • Author Hackbusch, Wolfgang
  • Binding Hardcover
  • Edition 1st
  • Pages 500
  • Language ENG
  • Publisher Springer
  • Date 2012
  • ISBN 9783642280269
  • Themes
    • Aspects (Academic): Science/Technology Aspects

About the author

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 multi-grid method, about the numerical analysis of elliptic pdes, about iterative solution of large systems of equation, and about the technique of hierarchical matrices.
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Tensor Spaces and Numerical Tensor Calculus
Stock Photo: Cover May Be Different

Tensor Spaces and Numerical Tensor Calculus

by Wolfgang Hackbusch

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Tensor Spaces and Numerical Tensor Calculus
Stock Photo: Cover May Be Different

Tensor Spaces and Numerical Tensor Calculus

by Hackbusch, Wolfgang

  • New
  • Hardcover
Condition
New
Binding
Hardcover
ISBN 10 / ISBN 13
9783642280269 / 3642280269
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Springer Verlag, 2012. Hardcover. New. 524 pages. French language. 9.00x6.00x1.25 inches.
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