Galton-Watson processes in varying environment and accessibility percolation
Daniela Bertacchi, Pablo M. Rodriguez, Fabio Zucca

TL;DR
This paper studies branching processes with changing environments, providing conditions for survival or extinction based on offspring moments, and applies these to models of biological evolution and accessibility percolation.
Contribution
It introduces new criteria for survival or extinction in varying environment branching processes and extends these to models with selection and accessibility percolation.
Findings
Derived sufficient conditions for survival/extinction based on moments
Applied results to processes with selection and accessibility percolation
Linked branching processes to biological evolution models
Abstract
This paper deals with branching processes in varying environment, namely, whose offspring distributions depend on the generations. We provide sufficient conditions for survival or extinction which rely only on the first and second moments of the offspring distributions. These results are then applied to branching processes in varying environment with selection where every particle has a real-valued label and labels can only increase along genealogical lineages; we obtain analogous conditions for survival or extinction. These last results can be interpreted in terms of accessibility percolation on Galton-Watson trees, which represents a relevant tool for modeling the evolution of biological populations.
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.
