Approximating the inverse of a symmetric matrix with non-negative elements

Abstract
For an symmetric positive definite matrix with positive elements satisfying and certain bounding conditions, we propose to use the matrix to approximate its inverse, where , is the Kronecker delta function, and . An explicit bound on the approximation error is obtained, showing that the inverse is well approximated to order uniformly. The results are further extended to allow some off-diagonal elements of to be zeros.
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