Abstract

Motivated by models from stochastic population biology and statistical mechanics, we proved new inequalities of the form (∗) ϕ(e Ae B)⩾ϕ(e A+B) , where A and B are n × n complex matrices, 1< n<∞, and ϕ is a real-valued continuous function of the eigenvalues of its matrix argument. For example, if A is essentially nonnegative, B is diagonal real, and ϕ is the spectral radius, then (∗) holds; if in addition A is irreducible and B has at least two different diagonal elements, then the inequality (∗) is strict. The proof uses Kingman's theorem on the log-convexity of the spectral radius, Lie's product formula, and perturbation theory. We conclude with conjectures.

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