Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4642167 | Journal of Computational and Applied Mathematics | 2008 | 16 Pages |
Abstract
The truncated singular value decomposition is a popular method for the solution of linear ill-posed problems. The method requires the choice of a truncation index, which affects the quality of the computed approximate solution. This paper proposes that an L-curve, which is determined by how well the given data (right-hand side) can be approximated by a linear combination of the first (few) left singular vectors (or functions), be used as an aid for determining the truncation index.
Related Topics
Physical Sciences and Engineering
Mathematics
Applied Mathematics
Authors
Lothar Reichel, Hassane Sadok,