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Item Details
Title: SPARSE GRIDS AND APPLICATIONS
By: Jochen Garcke (Editor), Michael Griebel (Editor)
Format: Hardback

List price: £109.99


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ISBN 10: 3642317022
ISBN 13: 9783642317026
Publisher: SPRINGER-VERLAG BERLIN AND HEIDELBERG GMBH & CO. KG
Pub. date: 13 October, 2012
Edition: 2013 ed.
Series: Lecture Notes in Computational Science and Engineering 88
Pages: 286
Description: In the recent decade, there has been a growing interest in the numerical treatment of high-dimensional problems. This volume of LNCSE is a collection of the papers from the proceedings of the workshop on sparse grids and its applications held in Bonn in May 2011. It presents mathematical understanding and analysis of sparse grid discretization.
Synopsis: In the recent decade, there has been a growing interest in the numerical treatment of high-dimensional problems. It is well known that classical numerical discretization schemes fail in more than three or four dimensions due to the curse of dimensionality. The technique of sparse grids helps overcome this problem to some extent under suitable regularity assumptions. This discretization approach is obtained from a multi-scale basis by a tensor product construction and subsequent truncation of the resulting multiresolution series expansion. This volume of LNCSE is a collection of the papers from the proceedings of the workshop on sparse grids and its applications held in Bonn in May 2011. The selected articles present recent advances in the mathematical understanding and analysis of sparse grid discretization. Aspects arising from applications are given particular attention.
Illustrations: X, 286 p.
Publication: Germany
Imprint: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Returns: Returnable
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