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2009年03月30日

【期刊论文】Least-Squares Solution with the Minimum-Norm for the Matrix Equation (AXB, GXH) = (C, D)

廖安平, AN-PING LIAO* AND YUAN LEI

Computers and Mathematms with Apphcatmns 50(2005)539-549,-0001,():

-1年11月30日

摘要

Based on the projection theorem m Hfibert space, by making use of the generahzed singular value decompomtion and the canomcal correlation decomposition, an analytical expression of the least-squares solutmn for the matrix equatmn (AXB, GXH)=(C, D) with the minimum-norm is derived An algorithm for finding the minimum-norm solutmn is described and some numerical results have been given

Matnx equation, Least-squares solution, Urn]mum-norm solutmn, Generahzed singular value decomposltion, Canomcal correlation decomposition

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2009年03月30日

【期刊论文】ON THE LEAST SQUARES PROBLEM OF A MATRIX EQUATION*1)

廖安平, An-ping Liao

Journal of Computational Mathematics, 17, 6, 1999, 589-594,-0001,():

-1年11月30日

摘要

Least squares solution of F=PG with respect to positive semidefinite symmetric P is considered, a new necessary and sufficient condition for solvablity is given, and the expression of solution is derived in the some special cases. Based on the ex-pression, the least spuares solution of an inverse eigenvalue problem for positive semidefinite symmetric matrices is also given.

Least squares solution, Matrix equation, Inverse eigenvalue problem, Positive semidefinite symmetric matrix.,

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2009年03月30日

【期刊论文】三对角对称矩阵逆特征问题存在唯一解的条件*1)

廖安平, 张磊, 胡锡炎

数值计算与计算机应用,2000,2:102~111,-0001,():

-1年11月30日

摘要

In this paper, four inverse eigenproblems with given three elgenvalues and cor-responding eigenvectors are considered, some necessary and sufficient conditions under which there exists a unique solution for these problems are given. Further-more some numerical algorithms and some numerical experiments are given.

Jacobi matrix, Inverse eigenproblem, Tridiagonal symmetric ma-trix

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2009年03月30日

【期刊论文】THE NECESSARY AND SUFFICIENT CONDITIONS FOR THE SOLVABILITY OF A CLASS OF THE MATRIX INVERSE PROBLEM*

廖安平, Liao An-ping Zhang Lei

A Journal of Chinese Universities, 1998, Vol. 7, No.2, 195-200,-0001,():

-1年11月30日

摘要

Consider the solutions of the matrix inverse problem, which are symmetric positive semide finite on a subspace. Necessary and su f ficent conditions for the solvability, as well as the general solution are obtained. The best approa'imate solution by the above solution set is given. Thus the open problem in [1] is solved.

Matrix inverse problem, symmetric positive semidefinite matrix, best approzimate so-lution

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2009年03月30日

【期刊论文】矩阵方程AXAT+BYBT=C的对称与反对称最小范数最小二乘解*1)

廖安平, 白中治

计算数学,2005,27(1)81~95,-0001,():

-1年11月30日

摘要

对于任意给定的矩阵A ∈Rkxn,B ∈Rkxn 和C ∈Rkxk,利用奇异值分解和广义奇异分解,我们给出了矩阵方程AXAT+BYBT=C的对称与反对称最小范数最小二乘解的表达式。

对称矩阵, 反对称矩阵, 奇异值分解, 广义奇异值分解, 最小范数解, 最小二乘解

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    湖南大学,湖南

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