Stochastic slowdown in evolutionary processes
Abstract
We examine birth--death processes with state dependent transition probabilities and at least one absorbing boundary. In evolution, this describes selection acting on two different types in a finite population where reproductive events occur successively. If the two types have equal fitness the system performs a random walk. If one type has a fitness advantage it is favored by selection, which introduces a bias (asymmetry) in the transition probabilities. How long does it take until advantageous mutants have invaded and taken over? Surprisingly, we find that the average time of such a process can increase, even if the mutant type always has a fitness advantage. We discuss this finding for the Moran process and develop a simplified model which allows a more intuitive understanding. We show that this effect can occur for weak but non--vanishing bias (selection) in the state dependent transition rates and infer the scaling with system size. We also address the Wright-Fisher model commonly used in population genetics, which shows that this stochastic slowdown is not restricted to birth-death processes.
Cite
@article{arxiv.1007.1340,
title = {Stochastic slowdown in evolutionary processes},
author = {Philipp M. Altrock and Chaytanya S. Gokhale and Arne Traulsen},
journal= {arXiv preprint arXiv:1007.1340},
year = {2010}
}
Comments
8 pages, 3 figures, accepted for publication