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

Joint Authors

Li, Jiao-Fen
Wang, Qing-Wen
Duan, Xue-Feng

Source

Abstract and Applied Analysis

Issue

Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2013-05-19

Country of Publication

Egypt

No. of Pages

8

Main Subjects

Mathematics

Abstract EN

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 is illustrated by numerical experiments.

American Psychological Association (APA)

Duan, Xue-Feng& Wang, Qing-Wen& Li, Jiao-Fen. 2013. On the Low-Rank Approximation Arising in the Generalized Karhunen-Loeve Transform. Abstract and Applied Analysis،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-478874

Modern Language Association (MLA)

Duan, Xue-Feng…[et al.]. On the Low-Rank Approximation Arising in the Generalized Karhunen-Loeve Transform. Abstract and Applied Analysis No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-478874

American Medical Association (AMA)

Duan, Xue-Feng& Wang, Qing-Wen& Li, Jiao-Fen. On the Low-Rank Approximation Arising in the Generalized Karhunen-Loeve Transform. Abstract and Applied Analysis. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-478874

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-478874