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Let be a square complex matrix and a complex number. The distance, with respect to the spectral norm, from to the set of matrices which have as an eigenvalue is less than or equal to the distance from to the spectrum of . If these two distances are equal for a sufficiently large finite set of numbers which are not in the spectrum of , then the matrix is normal.

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