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http://dx.doi.org/10.14317/jami.2013.545

THE EXTREMAL RANKS AND INERTIAS OF THE LEAST SQUARES SOLUTIONS TO MATRIX EQUATION AX = B SUBJECT TO HERMITIAN CONSTRAINT  

Dai, Lifang (School of Mathematics and Statistics, Tianshui Normal University)
Liang, Maolin (School of Mathematics and Statistics, Tianshui Normal University)
Publication Information
Journal of applied mathematics & informatics / v.31, no.3_4, 2013 , pp. 545-558 More about this Journal
Abstract
In this paper, the formulas for calculating the extremal ranks and inertias of the Hermitian least squares solutions to matrix equation AX = B are established. In particular, the necessary and sufficient conditions for the existences of the positive and nonnegative definite solutions to this matrix equation are given. Meanwhile, the least squares problem of the above matrix equation with Hermitian R-symmetric and R-skew symmetric constraints are also investigated.
Keywords
Matrix equation; rank; inertia; Hermitian solution; least squares solution;
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1 C. Davis, Completing a matrix so as to minimize its rank, Oper. Theory: Adv. Appl., 29 (1988), 87-95.
2 S.K. Mitra, Fixed rank solutions of linear matrix equations. Sankhya, Ser. A., 35 (1972), 387-392.
3 G. Marsaglia, G.P.H. Styan, Equalities and inequalities for ranks of matrices, Linear Multilinear Algebra, 2 (1974) 269-292.   DOI
4 Y. Tian, The Solvability of two linear matrix equations, Linear Multilinear Algebra 48 (2000), 123-147.   DOI
5 M.S. Wei, Q.W. Wang, On rank-constrained Hermitian nonnegtive-denite least squares solutions to the matrix equation AX A* = B, Int. J. Comput. Math., 84 (2007), 945-952.   DOI   ScienceOn
6 M. Mahajan, J. Sarma, On the complexity of matrix rank and rigidity, Lect. Notes Comput. Sci. Eng., 4649 (2007), 269-280.   DOI   ScienceOn
7 Q.F. Xiao, X.Y. Hu, L. Zhang, The symmetric minimal rank solution of the matrix equation AX = B and the optimal approximation, Electronic J. Linear Algebra, 18 (2009), 264-273.
8 Q. Zhang, Q.W. Wang, The (P,Q)-(skew)symmetric extremal rank solutions to a system of quaternion matrix equations, Appl. Math. Comput., 217 (2011) 9286-9296.   DOI   ScienceOn
9 Y. Tian, Y. Liu, Extremal ranks of some symmetric matrix expressions with applications, SIAM J. Matrix Anal. Appl., 28 (2006), 890-905.   DOI   ScienceOn
10 Y. Tian, Equalities and inequalities for inertias of Hermitian matrices with applications, Linear Algebra Appl., 433 (2010), 263-296.   DOI   ScienceOn
11 Y. Tian. Maximization and minimization of the rank and inertia of the Hermitian matrix expression A-BX-(BX)* with applications, Linear Algebra Appl., 434 (2011), 2109-2139.   DOI   ScienceOn
12 Y. Tian, On an equality and four inequalities for generalized inverses of Hermitian matrices, Electronic J. Linear Algebra, 23 (2012), 11-42.
13 F. Uhlig, On the matrix equation AX = B with applications to the generators of controllability matrix. Linear Algebra Appl., 85 (1987), 203-209.   DOI   ScienceOn
14 W.F. Trench, Hermitian, hermitian R-symmetric, and hermitian R-skew symmetric Procrustes problems, Linear Algebra Appl. 387 (2004), 83-98.   DOI   ScienceOn
15 M. Mesbahi, On the rank minimization problem and its control applications, Systems Control Lett., 33 (1998), 31-36.   DOI   ScienceOn
16 Y. Tian, Solving optimization problems on ranks and inertias of some constrained nonlinear matrix functions via an algebraic linearization method, Nonlinear Anal.: Theory, Meth. Appl., 75:2 (2012), 717-734.   DOI   ScienceOn
17 Y.H. Liu, Ranks of least squares solutions of the matrix equation AXB = C, Comput. Math. Appl., 55 (2008), 1270-1278.   DOI   ScienceOn
18 F.X. Zhang, Y. Li, W.B. Guo, J.L. Zhao, Least squares solutions with special structure to the linear matrix equation AXB = C, Appl. Math. Comput., 217:24 (2011), 10049-10057.   DOI   ScienceOn
19 F.X. Zhang, Y. Li, J.L. Zhao, Common Hermitian least squares solutions of matrix equations $A_1XA_1$ = $B_1$ and $A_2XA_2$ = $B_2$ and subject to inequality restrictions, Comput. Math. Appl. 62:6 (2011), 2424-2433.   DOI   ScienceOn
20 Ying Li, Yan Gao, Wenbin Guo, A Hermitian least squares solution of the matrix equation AXB = C subject to inequality restrictions, Comput. Math. Appl., 64:6 (2012), 1752-1760.   DOI   ScienceOn
21 Y. Tian, Rank equalities related to generalized inverses of matrices and their applications, Master Thesis, Montreal, Quebec, Canada, 2000. http://arxiv.org/abs/math/0003224vl.