The Annals of Applied Probability
- Ann. Appl. Probab.
- Volume 23, Number 5 (2013), 2053-2098.
Near critical catalyst reactant branching processes with controlled immigration
Near critical catalyst-reactant branching processes with controlled immigration are studied. The reactant population evolves according to a branching process whose branching rate is proportional to the total mass of the catalyst. The bulk catalyst evolution is that of a classical continuous time branching process; in addition there is a specific form of immigration. Immigration takes place exactly when the catalyst population falls below a certain threshold, in which case the population is instantaneously replenished to the threshold. Such models are motivated by problems in chemical kinetics where one wants to keep the level of a catalyst above a certain threshold in order to maintain a desired level of reaction activity. A diffusion limit theorem for the scaled processes is presented, in which the catalyst limit is described through a reflected diffusion, while the reactant limit is a diffusion with coefficients that are functions of both the reactant and the catalyst. Stochastic averaging principles under fast catalyst dynamics are established. In the case where the catalyst evolves “much faster” than the reactant, a scaling limit, in which the reactant is described through a one dimensional SDE with coefficients depending on the invariant distribution of the reflected diffusion, is obtained. Proofs rely on constrained martingale problem characterizations, Lyapunov function constructions, moment estimates that are uniform in time and the scaling parameter and occupation measure techniques.
Ann. Appl. Probab., Volume 23, Number 5 (2013), 2053-2098.
First available in Project Euclid: 28 August 2013
Permanent link to this document
Digital Object Identifier
Mathematical Reviews number (MathSciNet)
Zentralblatt MATH identifier
Primary: 60J80: Branching processes (Galton-Watson, birth-and-death, etc.)
Secondary: 60F05: Central limit and other weak theorems
Catalyst-reactant dynamics near critical branching processes chemical reaction networks diffusion approximations stochastic averaging multiscale approximations reflected diffusions constrained martingale problems Echeverria criterion invariant measure convergence
Budhiraja, Amarjit; Reinhold, Dominik. Near critical catalyst reactant branching processes with controlled immigration. Ann. Appl. Probab. 23 (2013), no. 5, 2053--2098. doi:10.1214/12-AAP894. https://projecteuclid.org/euclid.aoap/1377696306