Strong Noise Effects in one-dimensional Neutral Populations
Luca Dall'Asta, Fabio Caccioli, Deborah Begh\`e

TL;DR
This paper demonstrates that in one-dimensional neutral populations with negative frequency-dependent selection, strong internal noise can induce a phase transition between fixation and coexistence, challenging traditional weak-noise assumptions.
Contribution
It provides a counterexample showing that strong internal noise, amplified by spatial correlations, can lead to a phase transition in population dynamics.
Findings
Identification of a continuous phase transition in a one-dimensional neutral population
Demonstration that strong noise effects can dominate over weak-noise predictions
Evidence that spatial correlations amplify internal noise effects
Abstract
The dynamics of well-mixed biological populations is usually studied by mean-field methods and weak-noise expansions. Similar methods have been applied also in spatially extended problems, relying on the fact that these populations are organized in colonies with a large local density of individuals. We provide a counterexample discussing a one-dimensional neutral population with negative frequency-dependent selection. The system exhibits a continuous phase transition between genetic fixation and coexistence unexpected from weak-noise arguments. We show that the behavior is a non-perturbative effect of the internal noise that is amplified by presence of spatial correlations (strong-noise regime).
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
Topicsstochastic dynamics and bifurcation
