Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains

Autores
Manríquez, Manuel Ignacio; Gil Costa, Graciela Verónica; Marin, Mauricio
Año de publicación
2025
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
In this work, we introduce a hybrid Agent-Based Simulation (ABS) andDiscrete Event Simulation (DES) model to analyze the vegetable trade dynamicsin the metropolitan city of Santiago,Chile. Our approach modelsinteractions between farmers, fairground workers or vendors, and consumers,capturing key decision-making processes in the supply chain. Farmers determinecrops based on market conditions and environmental factors, whilevendors and consumers make purchasing decisions influenced by seasonality,pricing, and availability. Given the complexity of these interactions, wepropose an optimistic approximate parallel simulation approach to enhancecomputational efficiency. Additionally, we implement a credit-based loadbalancing algorithm to address workload distribution challenges arising fromheterogeneous communication patterns among agents.
Fil: Manríquez, Manuel Ignacio. Universidad de Santiago de Chile; Chile
Fil: Gil Costa, Graciela Verónica. Universidad Nacional de San Luis. Facultad de Ciencias Físico- Matemáticas y Naturales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina
Fil: Marin, Mauricio. Universidad de Santiago de Chile; Chile
Materia
simulacion
paralelismo
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/281117
Acceder
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network_acronym_str CONICETDig
repository_id_str 3498
network_name_str CONICET Digital (CONICET)
spelling Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply ChainsManríquez, Manuel IgnacioGil Costa, Graciela VerónicaMarin, Mauriciosimulacionparalelismohttps://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1In this work, we introduce a hybrid Agent-Based Simulation (ABS) andDiscrete Event Simulation (DES) model to analyze the vegetable trade dynamicsin the metropolitan city of Santiago,Chile. Our approach modelsinteractions between farmers, fairground workers or vendors, and consumers,capturing key decision-making processes in the supply chain. Farmers determinecrops based on market conditions and environmental factors, whilevendors and consumers make purchasing decisions influenced by seasonality,pricing, and availability. Given the complexity of these interactions, wepropose an optimistic approximate parallel simulation approach to enhancecomputational efficiency. Additionally, we implement a credit-based loadbalancing algorithm to address workload distribution challenges arising fromheterogeneous communication patterns among agents.Fil: Manríquez, Manuel Ignacio. Universidad de Santiago de Chile; ChileFil: Gil Costa, Graciela Verónica. Universidad Nacional de San Luis. Facultad de Ciencias Físico- Matemáticas y Naturales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; ArgentinaFil: Marin, Mauricio. Universidad de Santiago de Chile; ChileMDPI2025-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/281117Manríquez, Manuel Ignacio; Gil Costa, Graciela Verónica; Marin, Mauricio; Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains; MDPI; Future Internet; 17; 7; 7-2025; 1-271999-5903CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://www.mdpi.com/1999-5903/17/7/316info:eu-repo/semantics/altIdentifier/doi/10.3390/fi17070316info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2026-02-11T12:26:49Zoai:ri.conicet.gov.ar:11336/281117instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982026-02-11 12:26:49.413CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains
title Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains
spellingShingle Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains
Manríquez, Manuel Ignacio
simulacion
paralelismo
title_short Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains
title_full Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains
title_fullStr Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains
title_full_unstemmed Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains
title_sort Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains
dc.creator.none.fl_str_mv Manríquez, Manuel Ignacio
Gil Costa, Graciela Verónica
Marin, Mauricio
author Manríquez, Manuel Ignacio
author_facet Manríquez, Manuel Ignacio
Gil Costa, Graciela Verónica
Marin, Mauricio
author_role author
author2 Gil Costa, Graciela Verónica
Marin, Mauricio
author2_role author
author
dc.subject.none.fl_str_mv simulacion
paralelismo
topic simulacion
paralelismo
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv In this work, we introduce a hybrid Agent-Based Simulation (ABS) andDiscrete Event Simulation (DES) model to analyze the vegetable trade dynamicsin the metropolitan city of Santiago,Chile. Our approach modelsinteractions between farmers, fairground workers or vendors, and consumers,capturing key decision-making processes in the supply chain. Farmers determinecrops based on market conditions and environmental factors, whilevendors and consumers make purchasing decisions influenced by seasonality,pricing, and availability. Given the complexity of these interactions, wepropose an optimistic approximate parallel simulation approach to enhancecomputational efficiency. Additionally, we implement a credit-based loadbalancing algorithm to address workload distribution challenges arising fromheterogeneous communication patterns among agents.
Fil: Manríquez, Manuel Ignacio. Universidad de Santiago de Chile; Chile
Fil: Gil Costa, Graciela Verónica. Universidad Nacional de San Luis. Facultad de Ciencias Físico- Matemáticas y Naturales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina
Fil: Marin, Mauricio. Universidad de Santiago de Chile; Chile
description In this work, we introduce a hybrid Agent-Based Simulation (ABS) andDiscrete Event Simulation (DES) model to analyze the vegetable trade dynamicsin the metropolitan city of Santiago,Chile. Our approach modelsinteractions between farmers, fairground workers or vendors, and consumers,capturing key decision-making processes in the supply chain. Farmers determinecrops based on market conditions and environmental factors, whilevendors and consumers make purchasing decisions influenced by seasonality,pricing, and availability. Given the complexity of these interactions, wepropose an optimistic approximate parallel simulation approach to enhancecomputational efficiency. Additionally, we implement a credit-based loadbalancing algorithm to address workload distribution challenges arising fromheterogeneous communication patterns among agents.
publishDate 2025
dc.date.none.fl_str_mv 2025-07
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/281117
Manríquez, Manuel Ignacio; Gil Costa, Graciela Verónica; Marin, Mauricio; Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains; MDPI; Future Internet; 17; 7; 7-2025; 1-27
1999-5903
CONICET Digital
CONICET
url http://hdl.handle.net/11336/281117
identifier_str_mv Manríquez, Manuel Ignacio; Gil Costa, Graciela Verónica; Marin, Mauricio; Parallel Agent-Based Framework for Analyzing Urban Agricultural Supply Chains; MDPI; Future Internet; 17; 7; 7-2025; 1-27
1999-5903
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://www.mdpi.com/1999-5903/17/7/316
info:eu-repo/semantics/altIdentifier/doi/10.3390/fi17070316
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 12.930639

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