1. Solving the migration–recombination equation from a genealogical point of view
- Author
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Servet Martínez, Frederic Alberti, Ian Letter, and Ellen Baake
- Subjects
Migration–recombination equation ,Population Dynamics ,05C80 ,MathematicsofComputing_NUMERICALANALYSIS ,Dynamical Systems (math.DS) ,92D15, 60C05, 05C80, 37N25 ,01 natural sciences ,010104 statistics & probability ,60C05 ,Statistical physics ,Mathematics - Dynamical Systems ,Quasi-stationarity ,Mathematics ,Recombination, Genetic ,education.field_of_study ,Applied Mathematics ,Labelled partitioning process ,Biological Evolution ,Agricultural and Biological Sciences (miscellaneous) ,Markov Chains ,010101 applied mathematics ,Modeling and Simulation ,60J75 ,Mathematics - Probability ,Ancestral recombination graph ,Duality ,Population ,Duality (optimization) ,Dynamical system ,Article ,37N25 ,FOS: Mathematics ,Animals ,Humans ,Point (geometry) ,Haldane linearisation ,0101 mathematics ,Quantitative Biology - Populations and Evolution ,Representation (mathematics) ,education ,Models, Genetic ,Markov chain ,Probability (math.PR) ,Populations and Evolution (q-bio.PE) ,Stochastic matrix ,92D15 ,Nonlinear system ,Nonlinear Dynamics ,FOS: Biological sciences ,Genealogy and Heraldry - Abstract
We consider the discrete-time migration–recombination equation, a deterministic, nonlinear dynamical system that describes the evolution of the genetic type distribution of a population evolving under migration and recombination in a law of large numbers setting. We relate this dynamics (forward in time) to a Markov chain, namely a labelled partitioning process, backward in time. This way, we obtain a stochastic representation of the solution of the migration–recombination equation. As a consequence, one obtains an explicit solution of the nonlinear dynamics, simply in terms of powers of the transition matrix of the Markov chain. The limiting and quasi-limiting behaviour of the Markov chain are investigated, which gives immediate access to the asymptotic behaviour of the dynamical system. We finally sketch the analogous situation in continuous time.
- Published
- 2021