Abstract
We view random walks as the paths of foraging animals, perhaps searching for food or avoiding predators while forming a mental map of their surroundings. The formation of such maps requires them to memorise the locations they have visited. We model memory using a kernel, proportional to the number of locations recalled as a function of the time since they were first observed. We give exact analytic expressions relating the elongation of the memorised walk to the structure of the memory kernel, and confirm these by simulation. We find that more slowly decaying memories lead to less elongated mental maps.
| Original language | English |
|---|---|
| Article number | 083207 |
| Number of pages | 26 |
| Journal | Journal of Statistical Mechanics: Theory and Experiment |
| Volume | 2018 |
| Issue number | August 2018 |
| DOIs | |
| Publication status | Published - 22 Aug 2018 |
Keywords
- Random Walk
- Memory
- Asphericity
- Brownian Motion
- Foraging
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Erratum: The shape of a memorised random walk
Gnacik, M., Alsolami, A. A. & Burridge, J., 14 Sept 2018, In: Journal of Statistical Mechanics: Theory and Experiment. 2018, 9, 083207.Research output: Contribution to journal › Comment/debate › peer-review
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Data availability statement for 'The shape of a memorised random walk'.
Gnacik, M. (Creator), Alsolami, A. A. (Creator) & Burridge, J. (Creator), IOP Publishing, 22 Aug 2018
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