Metastable states for an aggregation model with noise

Joep H. M. Evers; Theodore Kolokolnikov

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arXiv · 1604.00735

Metastable states for an aggregation model with noise

Joep H. M. Evers·Theodore Kolokolnikov

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Abstract

We study the long-time effect of noise on pattern formation for the aggregation model. We consider aggregation kernels that generate patterns consisting of two delta-concentrations. Without noise, there is a one-parameter family of admissible equilibria that consist of two concentrations whose mass is not necessary equal. We show that when a small amount of noise is added, the heavier concentration "leaks" its mass towards the lighter concentration over a very long time scale, eventually resulting in the equilibration of the two masses. We use exponentially small asymptotics to derive the long-time ODE's that quantify this mass exchange. Our theory is validated using full numerical simulations of the original model -- both of the original stochastic particle system and its PDE limit. Our formal computations show that adding noise destroys the degeneracy in the equilibrium solution and leads to a unique symmetric steady state.

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Joep H. M. Evers, Theodore Kolokolnikov. 2016-04-04. Metastable states for an aggregation model with noise. https://arxiv.org/abs/1604.00735

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