On the Low-Rank Approximation Arising in the Generalized Karhunen-Loeve Transform

We consider the low-rank approximation problem arising in the generalized Karhunen-Loeve transform. A sufficient condition for the existence of a solution is derived, and the analytical expression of the solution is given. A numerical algorithm is proposed to compute the solution. The new algorithm...

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Bibliographic Details
Main Authors: Xue-Feng Duan, Qing-Wen Wang, Jiao-Fen Li
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2013/528281