Bourbaki

Exercise 11, § 6

Tag 02VO, permanent. Cite it as [Bourbaki, Tag 02VO].

Spectral Theories, III, p. 133

Let AA be a real matrix of type (I,I)(I,I), positive and irreducible. We denote ψ∈R[X]\psi \in \mathbf{R}[X] the minimal polynomial of A and put m=m= deg(ψ\psi ).

For every integer qq, put Aq=(aij(q))i,j∈IA^q= (a^{(q)}_{ij})_{i,j\in I}.

For every (i,j)∈I2(i, j)\in I^2, there exists an integer qq such that 1⩽q⩽m1\leqslant q\leqslant m and aij(q)>0a^{(q)}_{ij}>0. (Let rr be the remainder of the euclidean division of (1+X)n−1(1 + X)^{n-1} by ψ\psi; consider the matrix r(r(A) and observe that it is strictly positive.)

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Machine translation of the English, by gpt-5-6-mini. Not checked by a person. That model is a cut down version of the one the rest of this language was written by.