Equilibria and quasi-equilibria for infinite collections of interacting fleming-viot processes
In this paper of infinite systems of interacting measure-valued diffusions each with state space ([O, 1]), the set of probability measures on [0, 1], is constructed and analysed (Fleming-Viot systems). These systems arise as diffusion limits of population genetics models with infinitely many possible types of individuals (labelled by [0, 1]), spatially distributed over a countable collection of sites and evolving as follows. Individuals can migrate between sites and after an exponential waiting time a colony replaces its population by a new generation where the types are assigned by resampling from the empirical distribution of types at this site. It is proved that, depending on recurrence versus transience properties of the migration mechanism, the system either clusters as, that is, converges in distribution to a law concentrated on the states in which all components are equal to some Su, [0, 1], or the system approaches a nontrivial equilibrium state. The properties of the equilibrium states, respectively the cluster formation, are studied by letting a parameter in the migration mechanism tend to infinity and explicitly identifying the limiting dynamics in a sequence of different space-time scales. These limiting dynamics have stationary states which are quasi-equiiibria of the original system, that is, change only in longer time scales. Properties of these quasi-equilibria are derived and related to the global equilibrium process for large N. Finally we establish that the Fleming-Viot systems are the unique dynamics which remain invariant under the associated space-time renormalization procedure.
|Keywords||Fleming-Viot process, Hierarchical group, Renormalization, Stability-clustering dichotomy|
|Journal||Transactions of the American Mathematical Society|
Dawson, D.A, Greven, A. (Andreas), & Vaillancourt, J. (Jean). (1995). Equilibria and quasi-equilibria for infinite collections of interacting fleming-viot processes. Transactions of the American Mathematical Society, 347(7), 2277–2360. doi:10.1090/S0002-9947-1995-1297523-5