Branching Brownian motion with rank-based selection and reaction-diffusion equations

TL;DR

This paper links branching-selection particle systems with reaction-diffusion equations, providing new insights into their hydrodynamic limits, asymptotic velocities, and connections to traveling waves.

Contribution

It generalizes the $N$-BBM process to a broader class of systems and establishes conditions for their asymptotic behavior and velocities via PDE analysis.

Findings

Hydrodynamic limit described by reaction-diffusion PDEs with rank-dependent killing

Asymptotic velocity characterized up to order $( ext{log } N)^{-2}$

Connection established between particle system velocities and PDE spreading speeds

Abstract

We consider a family of branching-selection particle systems in which particles branch at time dependent rate $r$ and are killed with a probability which is dependent on their rank via some function $\psi$. We show that, under fairly minimal conditions, the hydrodynamic limit of such a system is given by the reaction-diffusion equation $U_t = \frac12 U_{xx} + r(t)G(U)$ with nonlinearity $G(U)$ which is a function of $\psi$. This is a significant generalisation of the well-studied $N$-BBM process, and is similar to the family of `$(b,D)$-BBM' processes described by Groisman \& Soprano-Loto (arXiv:2008.09460). On the one hand, this allows us to understand common reaction-diffusion equations as limits of interacting particle systems with simple descriptions. On the other hand, the asymptotic behaviour of solutions of the reaction-diffusion PDEs can help us predict the asymptotic properties of the associated particle systems. We give general conditions under which the branching-selection particle system has an asymptotic velocity, and describe the velocity up to order $(\log N)^{-2}$; furthermore, we describe the connection between this velocity and the spreading speeds and travelling waves of the corresponding reaction-diffusion equation. This provides a partial weak selection principle.