Sparse Grids and Applications

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 overcom...

Full description

Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Garcke, Jochen. (Editor), Griebel, Michael. (Editor)
Format: Electronic
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Series:Lecture Notes in Computational Science and Engineering, 88
Subjects:
Online Access:https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-31703-3
LEADER 02657nam a22004815i 4500
001 14877
003 DE-He213
005 20130727042402.0
007 cr nn 008mamaa
008 121026s2013 gw | s |||| 0|eng d
020 # # |a 9783642317033  |9 978-3-642-31703-3 
024 7 # |a 10.1007/978-3-642-31703-3  |2 doi 
050 # 4 |a QA71-90 
072 # 7 |a PBKS  |2 bicssc 
072 # 7 |a MAT006000  |2 bisacsh 
082 0 4 |a 518  |2 23 
082 0 4 |a 518  |2 23 
100 1 # |a Garcke, Jochen.  |e editor. 
245 1 0 |a Sparse Grids and Applications  |c edited by Jochen Garcke, Michael Griebel.  |h [electronic resource] / 
264 # 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2013. 
300 # # |a X, 283 p. 81 illus., 28 illus. in color.  |b online resource. 
336 # # |a text  |b txt  |2 rdacontent 
337 # # |a computer  |b c  |2 rdamedia 
338 # # |a online resource  |b cr  |2 rdacarrier 
347 # # |a text file  |b PDF  |2 rda 
490 1 # |a Lecture Notes in Computational Science and Engineering,  |v 88  |x 1439-7358 ; 
520 # # |a 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. � � 
650 # 0 |a Mathematics. 
650 # 0 |a Computer science. 
650 # 0 |a Computer science  |x Mathematics. 
650 1 4 |a Mathematics. 
650 2 4 |a Computational Mathematics and Numerical Analysis. 
650 2 4 |a Computational Science and Engineering. 
650 2 4 |a Mathematics of Computing. 
700 1 # |a Griebel, Michael.  |e editor. 
710 2 # |a SpringerLink (Online service) 
773 0 # |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783642317026 
830 # 0 |a Lecture Notes in Computational Science and Engineering,  |v 88  |x 1439-7358 ; 
856 4 0 |u https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-31703-3 
912 # # |a ZDB-2-SMA 
950 # # |a Mathematics and Statistics (Springer-11649)