For a strictly positive real matrix , the map is a continuous self-map of the probability simplex. A Brouwer fixed-point theorem fixed point satisfies with . The image lies in the interior of the simplex, so every entry of this eigenvector is strictly positive. Nonnegative entries and nonzero columns alone do not imply this strict conclusion.

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