Quantum mechanical formalism for biological evolution
Ginestra Bianconi, Christoph Rahmede

TL;DR
This paper explores the mathematical parallels between biological evolution and quantum mechanics, providing a formalism that describes population dynamics using path integrals and quantum statistical distributions.
Contribution
It introduces a quantum-inspired formalism for modeling biological evolution, linking population dynamics to quantum statistical distributions and path integral methods.
Findings
Evolution can be described by path integrals over phylogenies.
Stationary states relate to Bose-Einstein and Fermi-Dirac distributions.
Different structures for asexual and sexual populations are identified.
Abstract
We study the evolution of sexual and asexual populations in general fitness landscapes. We find deep relations between the mathematics of biological evolution and the formalism of quantum mechanics. We give the general structure of the evolution of populations which is in general an off-equilibrium process that can be expressed by path integrals over phylogenies. These phylogenies are sums of linear lineages for asexual populations. For sexual populations instead, each lineage is a tree of branching ratio two and the path integral describing the evolving population is given by a sum over these trees. Finally, we show that the Bose-Einstein and the Fermi-Dirac distributions describe the stationary state of biological populations in simple cases.
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
TopicsEvolution and Genetic Dynamics · Evolutionary Game Theory and Cooperation · Mathematical and Theoretical Epidemiology and Ecology Models
