Sparse Grids and Applications - Munich 2012

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Garcke, Jochen (Επιμελητής έκδοσης), Pflüger, Dirk (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: Lecture Notes in Computational Science and Engineering, 97
• Θέματα: Mathematics.; Computer mathematics.; Computational Mathematics and Numerical Analysis.; Computational Science and Engineering.
• Φυσική περιγραφή: VIII, 344 p. 106 illus., 72 illus. in color. online resource.
• ISBN: 9783319045375
• ISSN: 1439-7358 ;

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.