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The Inverse Problem Of Matrix And Its Best Approximation

Posted on:2005-03-23Degree:MasterType:Thesis
Country:ChinaCandidate:Y P ShengFull Text:PDF
GTID:2120360125458657Subject:Computational Mathematics
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The inverse problem of matrices have been widely used in control theory, vibration theory and civil struction engineering, economy field etc. We mainly discuss the following problems.Problem I : Given X, B e R ,S R .Find A e S such that: AX = B Problem II: Given X,B R ,S R .Find A e S such that: ||AX - B|| = minProblemIII: Given A R . Find A SE, such that:||A-A||F =min||A-A||FWhere SE is the solution set of Problem I or II .The main results of this paper are as follows:1. when S is all anti-symmetric matrices set, we have proved the existence of solution for Problem I .2. when S is all anti-bisymmetric matrices set, we have discussed the construction of this kind of matrices. And we have success proved the existence of solution for Problem I and Problem II and the uniqueness of solution for Problemlll. We have also obtained the general expression of solutions and we given the numerical example.3. when S is all symmetries and skew symmetrices matrices set, we have discussed the construction of this kind of matrices. And we have proved the existence of solution for Problem I and the unique of solution for Problem III. And on the linear manifold, we have discussed the existence of solution for Problem I and the unique of solution for Problemlll, and we given the numerical example.4. when S is all bisymmetric matrices, on the linear manifold, we have discussed the existence of solution for Problem I and the unique of solution for Problemlll, and we given the numerical example.This paper is supported by the Beijing special item outlay for elitist.
Keywords/Search Tags:Inverse problem of matrices, matrix norm, least-squares solution, numerical method.
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