Second Quantization Approach to Stochastic Epidemic Models
Abstract
We show how the standard field theoretical language based on creation and annihilation operators may be used for a straightforward derivation of closed master equations describing the population dynamics of multivariate stochastic epidemic models. In order to do that, we introduce an SIR-inspired stochastic model for hepatitis C virus epidemic, from which we obtain the time evolution of the mean number of susceptible, infected, recovered and chronically infected individuals in a population whose total size is allowed to change.
- Publication:
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arXiv e-prints
- Pub Date:
- September 2015
- DOI:
- 10.48550/arXiv.1509.03689
- arXiv:
- arXiv:1509.03689
- Bibcode:
- 2015arXiv150903689M
- Keywords:
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- Physics - Biological Physics;
- Quantitative Biology - Populations and Evolution
- E-Print:
- To appear in Biomedical Sciences Today, 6 pages