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Lecture Notes in Computational Science and Engineering

Sparse Grids and Applications - Munich 2012

Editors: Garcke, Jochen, Pflüger, Dirk (Eds.)

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About this book

Sparse grids have gained increasing interest in recent years for the numerical treatment of high-dimensional problems. Whereas classical numerical discretization schemes fail in more than three or four dimensions, sparse grids make it possible to overcome the “curse” of dimensionality to some degree, extending the number of dimensions that can be dealt with. This volume of LNCSE collects the papers from the proceedings of the second workshop on sparse grids and applications, demonstrating once again the importance of this numerical discretization scheme. The selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures, and the range of applications extends to uncertainty quantification settings and clustering, to name but a few examples.

Table of contents (14 chapters)

  • Efficient Pseudorecursive Evaluation Schemes for Non-adaptive Sparse Grids

    Buse, Gerrit (et al.)

    Pages 1-27

  • Stochastic Collocation for Elliptic PDEs with Random Data: The Lognormal Case

    Ernst, Oliver G. (et al.)

    Pages 29-53

  • On the Convergence of the Combination Technique

    Griebel, Michael (et al.)

    Pages 55-74

  • Fast Discrete Fourier Transform on Generalized Sparse Grids

    Griebel, Michael (et al.)

    Pages 75-107

  • Dimension-Adaptive Sparse Grid Quadrature for Integrals with Boundary Singularities

    Griebel, Michael (et al.)

    Pages 109-136

Buy this book

eBook $129.00
price for USA (gross)
  • ISBN 978-3-319-04537-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $169.00
price for USA
  • ISBN 978-3-319-04536-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $169.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 7, 2016
  • ISBN 978-3-319-38153-4
  • Free shipping for individuals worldwide
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Sparse Grids and Applications - Munich 2012
Editors
  • Jochen Garcke
  • Dirk Pflüger
Series Title
Lecture Notes in Computational Science and Engineering
Series Volume
97
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-04537-5
DOI
10.1007/978-3-319-04537-5
Hardcover ISBN
978-3-319-04536-8
Softcover ISBN
978-3-319-38153-4
Series ISSN
1439-7358
Edition Number
1
Number of Pages
VIII, 344
Number of Illustrations and Tables
34 b/w illustrations, 72 illustrations in colour
Topics