Singular value decomposition

From Scholarpedia

This article has not been peer-reviewed or accepted for publication yet; It may be unfinished, contain inaccuracies, or unapproved changes.

Author: Dr. Joseph F. Grcar, Lawrence Berkeley National Lab, Berkeley, CA

While this article is empty, see Singular value decomposition on Amazon.

Dr. Joseph F. Grcar accepted the invitation on 6 February 2007 (self-imposed deadline: 6 August 2007).

This article will briefly cover: 1) definition of SVD and (I am not sure about the order): 2) history of the mathematical concept 3) use in data analysis (eg: principal component analysis) 4) survey of methods for computing.

Joseph F. Grcar, Lawrence Berkeley National Lab, Berkeley, CA

was invited by the Editor-in-Chief on 3 February 2007.

Invited by: Dr. Eugene M. Izhikevich, Editor-in-Chief of Scholarpedia, the free peer reviewed encyclopedia
Retrieved from "http://www.scholarpedia.org/article/Singular_value_decomposition"
For authors