The contact process with fitness on random trees
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arXiv
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| Format: | Preprint |
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2021
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| _version_ | 1866909350589628416 |
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| author | Cardona-Tobón, Natalia Ortgiese, Marcel |
| author_facet | Cardona-Tobón, Natalia Ortgiese, Marcel |
| contents | The contact process is a simple model for the spread of an infection in a structured population. We consider a variant of this process on Bienaymé-Galton-Watson trees, where vertices are equipped with a random fitness representing inhomogeneous transmission rates among individuals. In this paper, we establish conditions under which this inhomogeneous contact process exhibits a phase transition. We first prove that if certain mixed moments of the joint offspring and fitness distribution are finite, then the survival threshold is strictly positive. Further, we show that, if slightly different mixed moments are infinite, then this implies that there is no phase transition and the process survives with positive probability for any choice of the infection parameter. A similar dichotomy is known for the contact process on a Bienaymé-Galton-Watson tree. However, we show that the introduction of fitness means that we have to take into account the combined effect of fitness and offspring distribution to decide which scenario occurs. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2110_14537 |
| institution | arXiv |
| publishDate | 2021 |
| record_format | arxiv |
| spellingShingle | The contact process with fitness on random trees Cardona-Tobón, Natalia Ortgiese, Marcel Probability 60K35 (Primary) 60J80 (Secondary) The contact process is a simple model for the spread of an infection in a structured population. We consider a variant of this process on Bienaymé-Galton-Watson trees, where vertices are equipped with a random fitness representing inhomogeneous transmission rates among individuals. In this paper, we establish conditions under which this inhomogeneous contact process exhibits a phase transition. We first prove that if certain mixed moments of the joint offspring and fitness distribution are finite, then the survival threshold is strictly positive. Further, we show that, if slightly different mixed moments are infinite, then this implies that there is no phase transition and the process survives with positive probability for any choice of the infection parameter. A similar dichotomy is known for the contact process on a Bienaymé-Galton-Watson tree. However, we show that the introduction of fitness means that we have to take into account the combined effect of fitness and offspring distribution to decide which scenario occurs. |
| title | The contact process with fitness on random trees |
| topic | Probability 60K35 (Primary) 60J80 (Secondary) |
| url | https://arxiv.org/abs/2110.14537 |