Cargando…
Collocation of Next-Generation Operators for Computing the Basic Reproduction Number of Structured Populations
We contribute a full analysis of theoretical and numerical aspects of the collocation approach recently proposed by some of the authors to compute the basic reproduction number of structured population dynamics as spectral radius of certain infinite-dimensional operators. On the one hand, we prove u...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7600027/ https://www.ncbi.nlm.nih.gov/pubmed/33162670 http://dx.doi.org/10.1007/s10915-020-01339-1 |
_version_ | 1783603027742031872 |
---|---|
author | Breda, Dimitri Kuniya, Toshikazu Ripoll, Jordi Vermiglio, Rossana |
author_facet | Breda, Dimitri Kuniya, Toshikazu Ripoll, Jordi Vermiglio, Rossana |
author_sort | Breda, Dimitri |
collection | PubMed |
description | We contribute a full analysis of theoretical and numerical aspects of the collocation approach recently proposed by some of the authors to compute the basic reproduction number of structured population dynamics as spectral radius of certain infinite-dimensional operators. On the one hand, we prove under mild regularity assumptions on the models coefficients that the concerned operators are compact, so that the problem can be properly recast as an eigenvalue problem thus allowing for numerical discretization. On the other hand, we prove through detailed and rigorous error and convergence analyses that the method performs the expected spectral accuracy. Several numerical tests validate the proposed analysis by highlighting diverse peculiarities of the investigated approach. |
format | Online Article Text |
id | pubmed-7600027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-76000272020-11-02 Collocation of Next-Generation Operators for Computing the Basic Reproduction Number of Structured Populations Breda, Dimitri Kuniya, Toshikazu Ripoll, Jordi Vermiglio, Rossana J Sci Comput Article We contribute a full analysis of theoretical and numerical aspects of the collocation approach recently proposed by some of the authors to compute the basic reproduction number of structured population dynamics as spectral radius of certain infinite-dimensional operators. On the one hand, we prove under mild regularity assumptions on the models coefficients that the concerned operators are compact, so that the problem can be properly recast as an eigenvalue problem thus allowing for numerical discretization. On the other hand, we prove through detailed and rigorous error and convergence analyses that the method performs the expected spectral accuracy. Several numerical tests validate the proposed analysis by highlighting diverse peculiarities of the investigated approach. Springer US 2020-10-31 2020 /pmc/articles/PMC7600027/ /pubmed/33162670 http://dx.doi.org/10.1007/s10915-020-01339-1 Text en © The Author(s) 2020 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 Breda, Dimitri Kuniya, Toshikazu Ripoll, Jordi Vermiglio, Rossana Collocation of Next-Generation Operators for Computing the Basic Reproduction Number of Structured Populations |
title | Collocation of Next-Generation Operators for Computing the Basic Reproduction Number of Structured Populations |
title_full | Collocation of Next-Generation Operators for Computing the Basic Reproduction Number of Structured Populations |
title_fullStr | Collocation of Next-Generation Operators for Computing the Basic Reproduction Number of Structured Populations |
title_full_unstemmed | Collocation of Next-Generation Operators for Computing the Basic Reproduction Number of Structured Populations |
title_short | Collocation of Next-Generation Operators for Computing the Basic Reproduction Number of Structured Populations |
title_sort | collocation of next-generation operators for computing the basic reproduction number of structured populations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7600027/ https://www.ncbi.nlm.nih.gov/pubmed/33162670 http://dx.doi.org/10.1007/s10915-020-01339-1 |
work_keys_str_mv | AT bredadimitri collocationofnextgenerationoperatorsforcomputingthebasicreproductionnumberofstructuredpopulations AT kuniyatoshikazu collocationofnextgenerationoperatorsforcomputingthebasicreproductionnumberofstructuredpopulations AT ripolljordi collocationofnextgenerationoperatorsforcomputingthebasicreproductionnumberofstructuredpopulations AT vermigliorossana collocationofnextgenerationoperatorsforcomputingthebasicreproductionnumberofstructuredpopulations |