Speeding up evolutionary search by small fitness fluctuations
Populations and Evolution
2014-02-04 v1
Abstract
We consider a fixed size population that undergoes an evolutionary adaptation in the weak mutuation rate limit, which we model as a biased Langevin process in the genotype space. We show analytically and numerically that, if the fitness landscape has a small highly epistatic (rough) and time-varying component, then the population genotype exhibits a high effective diffusion in the genotype space and is able to escape local fitness minima with a large probability. We argue that our principal finding that even very small time-dependent fluctuations of fitness can substantially speed up evolution is valid for a wide class of models.
Cite
@article{arxiv.1012.5343,
title = {Speeding up evolutionary search by small fitness fluctuations},
author = {Jakub Otwinowski and Sorin Tanase-Nicola and Ilya Nemenman},
journal= {arXiv preprint arXiv:1012.5343},
year = {2014}
}
Comments
12 pages, 5 figures