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LEAST-SQUARES SOLUTION OF AXB = DOVER SYMMETRIC POSITIVE SEMIDEFINITE MATRICES X 被引量:18

LEAST-SQUARES SOLUTION OF AXB = DOVER SYMMETRIC POSITIVE SEMIDEFINITE MATRICES X
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摘要 Least-squares solution of AXB = D with respect to symmetric positive semidefinite matrix X is considered. By making use of the generalized singular value decomposition, we derive general analytic formulas, and present necessary and sufficient conditions for guaranteeing the existence of the solution. By applying MATLAB 5.2, we give some numerical examples to show the feasibility and accuracy of this construction technique in the finite precision arithmetic. Least-squares solution of AXB = D with respect to symmetric positive semidefinite matrix X is considered. By making use of the generalized singular value decomposition, we derive general analytic formulas, and present necessary and sufficient conditions for guaranteeing the existence of the solution. By applying MATLAB 5.2, we give some numerical examples to show the feasibility and accuracy of this construction technique in the finite precision arithmetic.
出处 《Journal of Computational Mathematics》 SCIE CSCD 2003年第2期175-182,共8页 计算数学(英文)
基金 Subsidized by The Special Funds For Major State Basic Research Project G1999032803.
关键词 Least-squares solution Matrix equation Symmetric positive semidefinite ma- trix Generalized singular value decomposition. Least-squares solution, Matrix equation, Symmetric positive semidefinite ma- trix, Generalized singular value decomposition.
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