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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...

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Detalles Bibliográficos
Autores principales: Gómez Garay, Ignacio T., Zanette, Damián H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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