Abstract
In this article, we introduce and study order-based diffusion processes. They are the solutions to multidimensional stochastic differential equations with constant diffusion matrix, proportional to the identity, and drift coefficient depending only on the ordering of the coordinates of the process. These processes describe the evolution of a system of Brownian particles moving on the real line with piecewise constant drifts, and are the natural generalization of the rank-based diffusion processes introduced in stochastic portfolio theory or in the probabilistic interpretation of nonlinear evolution equations. Owing to the discontinuity of the drift coefficient, the corresponding ordinary differential equations are ill-posed. Therefore, the small noise limit of orderbased diffusion processes is not covered by the classical Freidlin-Wentzell theory. The description of this limit is the purpose of this article.
| Original language | English |
|---|---|
| Article number | 29 |
| Journal | Electronic Journal of Probability |
| Volume | 19 |
| DOIs | |
| Publication status | Published - 5 Mar 2014 |
Keywords
- Lyapunov functional
- Order-based diffusion process
- Peano phenomenon
- Small noise
- Sticky particle dynamics