Random walk models in biology
University of Essex · University of Canterbury · +2 more institutions
Abstract
Mathematical modelling of the movement of animals, micro-organisms and cells is of great relevance in the fields of biology, ecology and medicine. Movement models can take many different forms, but the most widely used are based on the extensions of simple random walk processes. In this review paper, our aim is twofold: to introduce the mathematics behind random walks in a straightforward manner and to explain how such models can be used to aid our understanding of biological processes. We introduce the mathematical theory behind the simple random walk and explain how this relates to Brownian motion and diffusive processes in general. We demonstrate how these simple models can be extended to include drift and…
Citation impact
- FWCI
- 28.47
- Percentile
- 100%
- References
- 107
Authors
3Topics & keywords
- Random walk
- Statistical physics
- Simple (philosophy)
- Context (archaeology)
- Biological dispersal
- Computer science
- Simple random sample
- Population