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 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.

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Metadaten
Author:Jochen BlathGND, Eugenio BuzzoniGND, Adrián González Casanova SoberónGND, Maite Wilke BerenguerORCiDGND
URN:urn:nbn:de:hbz:294-98054
DOI:https://doi.org/10.1007/s00285-021-01596-0
Parent Title (English):Journal of mathematical biology
Publisher:Springer
Place of publication:Berlin
Document Type:Article
Language:English
Date of Publication (online):2023/04/11
Date of first Publication:2021/04/28
Publishing Institution:Ruhr-Universität Bochum, Universitätsbibliothek
Tag:Diffusion limits; Duality; Jump-diffusion; Separation of timescales; Strong seed bank; Two-island model
Volume:82
Issue:Article 53
First Page:53-1
Last Page:53-34
Note:
Dieser Beitrag ist auf Grund des DEAL-Springer-Vertrages frei zugänglich.
Dewey Decimal Classification:Naturwissenschaften und Mathematik / Mathematik
open_access (DINI-Set):open_access
faculties:Fakultät für Mathematik
Licence (English):License LogoCreative Commons - CC BY 4.0 - Attribution 4.0 International