Abstract
Age dependent population dynamics are frequently modeled with generalizations of the classic McKendrick-von Foerster equation. These are deterministic systems, and a stochastic generalization was recently reported in [1,2]. Here we develop a fully stochastic theory for age-structured populations via quantum field theoretical Doi-Peliti techniques. This results in a path integral formulation where birth and death events correspond to cubic and quadratic interaction terms. This formalism allows us to efficiently recapitulate the results in [1,2], exemplifying the utility of Doi-Peliti methods. Furthermore, we find that the path integral formulation for age-structured moments has an exact perturbative expansion that explicitly relates to the hereditary structure between correlated individuals. These methods are then generalized with a binary fission model of cell division.
Original language | English |
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Article number | 033101 |
Journal | Journal of Statistical Mechanics: Theory and Experiment |
Volume | 2017 |
Issue number | March |
DOIs | |
Publication status | Published - 2 Mar 2017 |
Profiles
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Christopher Greenman
- School of Computing Sciences - Lecturer
- Centre for Photonics and Quantum Science - Member
- Computational Biology - Member
Person: Research Group Member, Academic, Teaching & Research