A Perron–Frobenius theorem for deciding matrix growth

Journal of Logical and Algebraic Methods in Programming(2021)

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Abstract
Matrix interpretations are widely used in automated complexity analysis. Certifying such analyses boils down to determining the growth rate of An for a fixed non-negative rational matrix A. There exists a conceptually simple algorithm to determine the growth rate, but this algorithm has the disadvantage that it is based on algebraic number computations.
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Key words
Complexity,Isabelle/HOL,Spectral radius
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