A Multivariate Moran Process with Lotka-Volterra Phenomenology
Andrew E. Noble, Alan Hastings, and William F. Fagan

TL;DR
This paper introduces a new multivariate Moran process with frequency-dependent selection, establishing an analytical link to Lotka-Volterra models, enabling insights into ecological and genetic dynamics within finite populations.
Contribution
It develops a novel Moran process that corresponds analytically to Lotka-Volterra phenomenology, bridging finite population models with classical ecological dynamics.
Findings
Analytical correspondence between Moran process and Lotka-Volterra models
Enables study of ecological dynamics in finite populations
Applicable to community ecology, genetics, and game theory
Abstract
For a population with any given number of types, we construct a new multivariate Moran process with frequency-dependent selection and establish, analytically, a correspondence to equilibrium Lotka-Volterra phenomenology. This correspondence, on the one hand, allows us to infer the phenomenology of our Moran process based on much simpler Lokta-Volterra phenomenology, and on the other, allows us to study Lotka-Volterra dynamics within the finite populations of a Moran process. Applications to community ecology, population genetics, and evolutionary game theory are discussed.
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.
