High Quality Content by WIKIPEDIA articles! In linear algebra, the Perron–Frobenius theorem, named after Oskar Perron and Georg Frobenius, states results concerning the eigenvalues and eigenvectors of irreducible non-negative square matrices. It has important applications to probability theory (ergodicity of Markov chains) and the theory of dynamical systems (subshifts of finite type).

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