A proof is given here of the well-known relation between the eigenvalues of the Jacobi and S.O.R. iteration matrices in the case having Property A and consistent ordering. This proof also yields a relationship between the corresponding eigenvectors, and we use this relation to form a method of obtaining an approximation to the optimum relaxation parameter.
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John Reid (1966) studied this question.
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