书目名称 | Sparse Grids and Applications |
编辑 | Jochen Garcke,Michael Griebel |
视频video | http://file.papertrans.cn/874/873403/873403.mp4 |
概述 | Includes supplementary material: |
丛书名称 | Lecture Notes in Computational Science and Engineering |
图书封面 |  |
描述 | 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. |
出版日期 | Conference proceedings 2013 |
关键词 | adaptivity; high-dimensional approximation; sparse grids |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-31703-3 |
isbn_softcover | 978-3-642-42660-5 |
isbn_ebook | 978-3-642-31703-3Series ISSN 1439-7358 Series E-ISSN 2197-7100 |
issn_series | 1439-7358 |
copyright | Springer-Verlag Berlin Heidelberg 2013 |