Least squares solution of BXAT = T over symmetric, skew-symmetric, and positive semidefinite X

被引:23
作者
Deng, YB [1 ]
Hu, XY [1 ]
Zhang, L [1 ]
机构
[1] Hunan Univ, Coll Math & Econometr, Changsha 410082, Peoples R China
关键词
matrix equation; least squares problem; QSVD factorization; Hadamard product;
D O I
10.1137/S0895479802402491
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
An efficient method based on the quotient singular value decomposition (QSVD) is used to solve the constrained least squares problem min parallel toT-BXA(T)parallel to(F) over symmetric, skew-symmetric, and positive semidefinite (maybe asymmetrical) X. The general expression of the solution is given and some necessary and sufficient conditions are derived about the solvability of the matrix equation BXA(T) = T. In each case, an algorithm is given for the unique solution when B and A are of full column rank.
引用
收藏
页码:486 / 494
页数:9
相关论文
共 24 条
[1]   POSITIVE SEMIDEFINITE MATRICES - CHARACTERIZATION VIA CONICAL HULLS AND LEAST-SQUARES SOLUTION OF A MATRIX EQUATION [J].
ALLWRIGHT, JC .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1988, 26 (03) :537-556
[2]   POSITIVE SEMIDEFINITE MATRICES - CHARACTERIZATION VIA CONICAL HULLS AND LEAST-SQUARES SOLUTION OF A MATRIX EQUATION [J].
ALLWRIGHT, JC ;
WOODGATE, KG .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1990, 28 (01) :250-251
[3]   A constrained procrustes problem [J].
Andersson, LE ;
Elfving, T .
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 1997, 18 (01) :124-139
[4]  
BENISRAEL A, 1974, GEN INVERSES THEORY
[5]   On a variational formulation of the QSVD and the RSVD [J].
Chu, DE ;
De Moor, B .
LINEAR ALGEBRA AND ITS APPLICATIONS, 2000, 311 (1-3) :61-78
[7]  
DON FJH, 1987, LINEAR ALGEBRA APPL, V93, P1
[8]   Dykstra's algorithm for constrained least-squares rectangular matrix problems [J].
Escalante, R ;
Raydan, M .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 1998, 35 (06) :73-79
[9]  
Escalante R, 1996, NUMER LINEAR ALGEBR, V3, P459
[10]   LARGE LEAST-SQUARES PROBLEMS INVOLVING KRONECKER PRODUCTS [J].
FAUSETT, DW ;
FULTON, CT .
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 1994, 15 (01) :219-227