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.
| ISBN: | 9783642426605 |
| Publication date: | 11th November 2014 |
| Author: | Jochen Garcke, Michael Griebel |
| Publisher: | Springer an imprint of Springer Berlin Heidelberg |
| Format: | Paperback |
| Pagination: | 286 pages |
| Series: | Lecture Notes in Computational Science and Engineering |
| Genres: |
Numerical analysis Maths for computer scientists |
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.
Sparse Grids and Applications features in the following genres: Numerical analysis, Maths for computer scientists
Paperback, Hardback. Not Available.
Sparse Grids and Applications was written by Jochen Garcke, Michael Griebel and published by Springer an imprint of Springer Berlin Heidelberg
Sparse Grids and Applications has 286 pages
Yes it is part of Lecture Notes in Computational Science and Engineering series