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Separation of timescales for the seed bank diffusion and its jump-diffusion limit
We investigate scaling limits of the seed bank model when migration (to and from the seed bank) is ‘slow’ compared to reproduction. This is motivated by models for bacterial dormancy, where periods of dormancy can be orders of magnitude larger than reproductive times. Speeding up time, we encounter...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8081708/ https://www.ncbi.nlm.nih.gov/pubmed/33909136 http://dx.doi.org/10.1007/s00285-021-01596-0 |
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author | Blath, Jochen Buzzoni, Eugenio González Casanova, Adrián Wilke Berenguer, Maite |
author_facet | Blath, Jochen Buzzoni, Eugenio González Casanova, Adrián Wilke Berenguer, Maite |
author_sort | Blath, Jochen |
collection | PubMed |
description | We investigate scaling limits of the seed bank model when migration (to and from the seed bank) is ‘slow’ compared to reproduction. This is motivated by models for bacterial dormancy, where periods of dormancy can be orders of magnitude larger than reproductive times. Speeding up time, we encounter a separation of timescales phenomenon which leads to mathematically interesting observations, in particular providing a prototypical example where the scaling limit of a continuous diffusion will be a jump diffusion. For this situation, standard convergence results typically fail. While such a situation could in principle be attacked by the sophisticated analytical scheme of Kurtz (J Funct Anal 12:55–67, 1973), this will require significant technical efforts. Instead, in our situation, we are able to identify and explicitly characterise a well-defined limit via duality in a surprisingly non-technical way. Indeed, we show that moment duality is in a suitable sense stable under passage to the limit and allows a direct and intuitive identification of the limiting semi-group while at the same time providing a probabilistic interpretation of the model. We also obtain a general convergence strategy for continuous-time Markov chains in a separation of timescales regime, which is of independent interest. |
format | Online Article Text |
id | pubmed-8081708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-80817082021-05-05 Separation of timescales for the seed bank diffusion and its jump-diffusion limit Blath, Jochen Buzzoni, Eugenio González Casanova, Adrián Wilke Berenguer, Maite J Math Biol Article We investigate scaling limits of the seed bank model when migration (to and from the seed bank) is ‘slow’ compared to reproduction. This is motivated by models for bacterial dormancy, where periods of dormancy can be orders of magnitude larger than reproductive times. Speeding up time, we encounter a separation of timescales phenomenon which leads to mathematically interesting observations, in particular providing a prototypical example where the scaling limit of a continuous diffusion will be a jump diffusion. For this situation, standard convergence results typically fail. While such a situation could in principle be attacked by the sophisticated analytical scheme of Kurtz (J Funct Anal 12:55–67, 1973), this will require significant technical efforts. Instead, in our situation, we are able to identify and explicitly characterise a well-defined limit via duality in a surprisingly non-technical way. Indeed, we show that moment duality is in a suitable sense stable under passage to the limit and allows a direct and intuitive identification of the limiting semi-group while at the same time providing a probabilistic interpretation of the model. We also obtain a general convergence strategy for continuous-time Markov chains in a separation of timescales regime, which is of independent interest. Springer Berlin Heidelberg 2021-04-28 2021 /pmc/articles/PMC8081708/ /pubmed/33909136 http://dx.doi.org/10.1007/s00285-021-01596-0 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Blath, Jochen Buzzoni, Eugenio González Casanova, Adrián Wilke Berenguer, Maite Separation of timescales for the seed bank diffusion and its jump-diffusion limit |
title | Separation of timescales for the seed bank diffusion and its jump-diffusion limit |
title_full | Separation of timescales for the seed bank diffusion and its jump-diffusion limit |
title_fullStr | Separation of timescales for the seed bank diffusion and its jump-diffusion limit |
title_full_unstemmed | Separation of timescales for the seed bank diffusion and its jump-diffusion limit |
title_short | Separation of timescales for the seed bank diffusion and its jump-diffusion limit |
title_sort | separation of timescales for the seed bank diffusion and its jump-diffusion limit |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8081708/ https://www.ncbi.nlm.nih.gov/pubmed/33909136 http://dx.doi.org/10.1007/s00285-021-01596-0 |
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