Solving Optimization Problems on Hermitian Matrix Functions with Applications

We consider the extremal inertias and ranks of the matrix expressions f(X,Y)=A3-B3X-(B3X)*-C3YD3-(C3YD3)*, where A3=A3*,   B3,   C3, and D3 are known matrices and Y and X are the solutions to the matrix equations A1Y=C1, YB1=D1, and A2X=C2, respectively. As applications, we present necessary and suf...

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Main Authors: Xiang Zhang, Shu-Wen Xiang
Format: Article
Language:English
Published: Wiley 2013-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2013/593549
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author Xiang Zhang
Shu-Wen Xiang
author_facet Xiang Zhang
Shu-Wen Xiang
author_sort Xiang Zhang
collection DOAJ
description We consider the extremal inertias and ranks of the matrix expressions f(X,Y)=A3-B3X-(B3X)*-C3YD3-(C3YD3)*, where A3=A3*,   B3,   C3, and D3 are known matrices and Y and X are the solutions to the matrix equations A1Y=C1, YB1=D1, and A2X=C2, respectively. As applications, we present necessary and sufficient condition for the previous matrix function f(X, Y) to be positive (negative), non-negative (positive) definite or nonsingular. We also characterize the relations between the Hermitian part of the solutions of the above-mentioned matrix equations. Furthermore, we establish necessary and sufficient conditions for the solvability of the system of matrix equations A1Y=C1, YB1=D1, A2X=C2, and B3X+(B3X)*+C3YD3+(C3YD3)*=A3, and give an expression of the general solution to the above-mentioned system when it is solvable.
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spelling doaj-art-a703efbec34e4fe0a2f4e43b405d4c082025-02-03T06:00:31ZengWileyJournal of Applied Mathematics1110-757X1687-00422013-01-01201310.1155/2013/593549593549Solving Optimization Problems on Hermitian Matrix Functions with ApplicationsXiang Zhang0Shu-Wen Xiang1Department of Computer Science and Information, Guizhou University, Guiyang 550025, ChinaDepartment of Computer Science and Information, Guizhou University, Guiyang 550025, ChinaWe consider the extremal inertias and ranks of the matrix expressions f(X,Y)=A3-B3X-(B3X)*-C3YD3-(C3YD3)*, where A3=A3*,   B3,   C3, and D3 are known matrices and Y and X are the solutions to the matrix equations A1Y=C1, YB1=D1, and A2X=C2, respectively. As applications, we present necessary and sufficient condition for the previous matrix function f(X, Y) to be positive (negative), non-negative (positive) definite or nonsingular. We also characterize the relations between the Hermitian part of the solutions of the above-mentioned matrix equations. Furthermore, we establish necessary and sufficient conditions for the solvability of the system of matrix equations A1Y=C1, YB1=D1, A2X=C2, and B3X+(B3X)*+C3YD3+(C3YD3)*=A3, and give an expression of the general solution to the above-mentioned system when it is solvable.http://dx.doi.org/10.1155/2013/593549
spellingShingle Xiang Zhang
Shu-Wen Xiang
Solving Optimization Problems on Hermitian Matrix Functions with Applications
Journal of Applied Mathematics
title Solving Optimization Problems on Hermitian Matrix Functions with Applications
title_full Solving Optimization Problems on Hermitian Matrix Functions with Applications
title_fullStr Solving Optimization Problems on Hermitian Matrix Functions with Applications
title_full_unstemmed Solving Optimization Problems on Hermitian Matrix Functions with Applications
title_short Solving Optimization Problems on Hermitian Matrix Functions with Applications
title_sort solving optimization problems on hermitian matrix functions with applications
url http://dx.doi.org/10.1155/2013/593549
work_keys_str_mv AT xiangzhang solvingoptimizationproblemsonhermitianmatrixfunctionswithapplications
AT shuwenxiang solvingoptimizationproblemsonhermitianmatrixfunctionswithapplications