DocumentCode :
2873573
Title :
The Hermitian Positive Definite Solution of Matrix Equations and Its Application
Author :
Li, Hongkui ; Song, Daojin
Author_Institution :
Coll. of Sci., Shandong Univ. of Technol., Zibo, China
Volume :
2
fYear :
2009
fDate :
18-19 July 2009
Firstpage :
340
Lastpage :
343
Abstract :
In image processing, we must solve a system of linear equations Mx = f . By, we know the solving of the System Mx = f can be transformed to the solving of the equations X + A* X-q A = I. In this paper, we study the Hermitian positive definite solutions of the nonlinear matrix equation X + A* X-q A = I . We discuss the relation between X and A by the eigenvalue and eigenvector of X and A respectively, and the property of numerical range of A , construct an iterative method for obtaining positive definite solutions of the equation at last.
Keywords :
Hermitian matrices; eigenvalues and eigenfunctions; image processing; iterative methods; nonlinear equations; Hermitian positive definite solution; eigenvalue and eigenvector; image processing; iterative method; linear equation; nonlinear matrix equation; Control theory; Differential equations; Educational institutions; Eigenvalues and eigenfunctions; Image processing; Information processing; Iterative methods; Nonlinear equations; Partial differential equations; Sufficient conditions; Hermitian positive definite solutions; image processing; iterative method; matrix equation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-0-7695-3699-6
Type :
conf
DOI :
10.1109/APCIP.2009.220
Filename :
5197206
Link To Document :
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