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Resource Concentration and Clustering in Replicator Dynamics with Stochastic Reset Events
As a model for economic and ecological systems, replicator dynamics represent a basic form of agent competition for finite resources. Here, we investigate the effects of stochastic resetting in this kind of processes. Random reset events abruptly lead individual resources to a small value from which...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858174/ https://www.ncbi.nlm.nih.gov/pubmed/36673240 http://dx.doi.org/10.3390/e25010099 |
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author | Gómez Garay, Ignacio T. Zanette, Damián H. |
author_facet | Gómez Garay, Ignacio T. Zanette, Damián H. |
author_sort | Gómez Garay, Ignacio T. |
collection | PubMed |
description | As a model for economic and ecological systems, replicator dynamics represent a basic form of agent competition for finite resources. Here, we investigate the effects of stochastic resetting in this kind of processes. Random reset events abruptly lead individual resources to a small value from which dynamics must start anew. Numerical results show that resource distribution over the population of competing agents develops highly nonuniform profiles, exhibiting clustering and fluctuations with anomalous dependence on the population size. This non-standard statistical behavior jeopardizes an analytical treatment based on mean-field assumptions. We propose alternative simplified analytical approaches which provide a stylized description of entropy evolution for the clustered distribution of resources and explain the unusually slow decrease of fluctuations. |
format | Online Article Text |
id | pubmed-9858174 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98581742023-01-21 Resource Concentration and Clustering in Replicator Dynamics with Stochastic Reset Events Gómez Garay, Ignacio T. Zanette, Damián H. Entropy (Basel) Article As a model for economic and ecological systems, replicator dynamics represent a basic form of agent competition for finite resources. Here, we investigate the effects of stochastic resetting in this kind of processes. Random reset events abruptly lead individual resources to a small value from which dynamics must start anew. Numerical results show that resource distribution over the population of competing agents develops highly nonuniform profiles, exhibiting clustering and fluctuations with anomalous dependence on the population size. This non-standard statistical behavior jeopardizes an analytical treatment based on mean-field assumptions. We propose alternative simplified analytical approaches which provide a stylized description of entropy evolution for the clustered distribution of resources and explain the unusually slow decrease of fluctuations. MDPI 2023-01-03 /pmc/articles/PMC9858174/ /pubmed/36673240 http://dx.doi.org/10.3390/e25010099 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gómez Garay, Ignacio T. Zanette, Damián H. Resource Concentration and Clustering in Replicator Dynamics with Stochastic Reset Events |
title | Resource Concentration and Clustering in Replicator Dynamics with Stochastic Reset Events |
title_full | Resource Concentration and Clustering in Replicator Dynamics with Stochastic Reset Events |
title_fullStr | Resource Concentration and Clustering in Replicator Dynamics with Stochastic Reset Events |
title_full_unstemmed | Resource Concentration and Clustering in Replicator Dynamics with Stochastic Reset Events |
title_short | Resource Concentration and Clustering in Replicator Dynamics with Stochastic Reset Events |
title_sort | resource concentration and clustering in replicator dynamics with stochastic reset events |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9858174/ https://www.ncbi.nlm.nih.gov/pubmed/36673240 http://dx.doi.org/10.3390/e25010099 |
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