Darwinian evolution as Brownian motion on the simplex: A geometric perspective on stochastic replicator dynamics
نویسندگان
چکیده
We prove that stochastic replicator dynamics can be interpreted as intrinsic Brownian motion on the simplex equipped with Aitchison geometry. As an immediate consequence, we derive three approximation results in spirit of Wong–Zakai approximation, Donsker’s invariance principle and a JKO-scheme. Using Fokker–Planck equation Wasserstein-contraction estimates, also study long time behavior equation, example nongradient drift diffusion simplex.
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ژورنال
عنوان ژورنال: Annals of Applied Probability
سال: 2023
ISSN: ['1050-5164', '2168-8737']
DOI: https://doi.org/10.1214/22-aap1817