Sparse Grids and Applications - Munich 2012 |
|
| Editor:
| Garcke, Jochen
Pflüger, Dirk |
| Series title: | Lecture Notes in Computational Science and Engineering Ser. |
| ISBN: | 978-3-319-04536-8 |
| Publication Date: | Apr 2014 |
| Publisher: | Springer International Publishing AG
|
| Imprint: | Springer |
| Book Format: | Hardback |
| List Price: | USD $109.99 |
Book Description:
|
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,...
More Description
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.