Ergodic theory and hydrodynamic limit for run-and-tumble particle processes

Ergodic theory and hydrodynamic limit for run-and-tumble particle processes

van Wiechen, Hidde (TU Delft Electrical Engineering, Mathematics and Computer Science)

Redig, F.H.J. (mentor)

Delft University of Technology

Applied Mathematics

2021-08-19

In this thesis we will study the ergodic measures and the hydrodynamic limit of independent run-and-tumble particle processes, i.e., an interacting particle system for particles with an internal energy source, which makes them move in a preferred direction that changes at random times. We start by providing some basic concepts and theory of Markov processes and interacting particle systems. Afterwards, we define our model on the particle state space $\mathbb{Z}^d \times S$, with $S$ a finite space of internal states, by giving its generator, and we prove a duality result with a similar process which we will use repeatedly throughout this thesis. Then we show that the product Poisson measures with constant parameter are ergodic, and are also the only ergodic probability measures for this process in the space of so-called tempered measures, i.e., measures with bounded factorial moments. Lastly we prove the hydrodynamic limit of this process on $\mathbb{Z} \times S$ by showing that the evolution of the macroscopic density is a weak solution to a PDE.

Interacting Particle Systems
Run-and-Tumble Particles
Ergodic Theory
Hydrodynamic Limit
Duality

http://resolver.tudelft.nl/uuid:d1cfed8d-fa5a-4d99-ba9d-49ea66a48a3e

Student theses

master thesis

© 2021 Hidde van Wiechen