A singular value decomposition algorithm based on solving hyperplane constrained nonlinear systems (Q969142)
From MaRDI portal
 | This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: A singular value decomposition algorithm based on solving hyperplane constrained nonlinear systems |
scientific article; zbMATH DE number 5707057
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | A singular value decomposition algorithm based on solving hyperplane constrained nonlinear systems |
scientific article; zbMATH DE number 5707057 |
Statements
A singular value decomposition algorithm based on solving hyperplane constrained nonlinear systems (English)
0 references
11 May 2010
0 references
The authors propose a new algorithm for the singular value decomposition (SVD) based on solving nonlinear systems whose solutions are constrained on hyperplanes with the help of Newton's iterative method, and prove that the SVD algorithm has quadratic convergence. Finally, they give some numerical examples to confirm these facts.
0 references
singular value decomposition
0 references
Newton's iterative method
0 references
nonlinear system
0 references
hyperplane
0 references
quadratic convergence
0 references
algorithm
0 references
numerical examples
0 references
0 references
