Approximating the inverse of a balanced symmetric matrix with positive elements

preprint2014arXivOpen access

Abstract

For an n×nn\times n balanced symmetric matrix T=(ti,j)T=(t_{i,j}) with positive elements satisfying ti,i=∑j≠iti,jt_{i,i}= \sum_{j\neq i} t_{i,j} and certain bounding conditions, we propose to use the matrix S=(si,j)S=(s_{i,j}) to approximate its inverse, where si,j=δi,j/ti,i−1/t..s_{i,j}=δ_{i,j}/t_{i,i}-1/t_{..}, δi,jδ_{i,j} is the Kronecker delta function, and t..=∑i,j=1n(1−δi,j)ti,jt_{..}=\sum_{i,j=1 }^{n}(1-δ_{i,j}) t_{i,j}. An explicit bound on the approximation error is obtained, showing that the inverse is well approximated to order 1/(n−1)21/(n-1)^2 uniformly.

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