Agent-based simulation improves e-grocery deliveries using horizontal cooperation

Simple item page
dc.contributor.authorSerrano Hernández, Adrián
dc.contributor.authorFaulín Fajardo, Javier
dc.contributor.authorTorre Martínez, Rocío de la
dc.contributor.authorCadarso, Luis
dc.contributor.departmentEstatistika, Informatika eta Matematikaeu
dc.contributor.departmentEnpresen Kudeaketaeu
dc.contributor.departmentInstitute of Smart Cities - ISCen
dc.contributor.departmentInstitute for Advanced Research in Business and Economics - INARBEen
dc.contributor.departmentEstadística, Informática y Matemáticases_ES
dc.contributor.departmentGestión de Empresases_ES
dc.date.accessioned2022-02-04T12:25:04Z
dc.date.available2022-03-29T23:00:21Z
dc.date.issued2020
dc.description.abstractE-commerce has increased tremendously in recent decades because of improvements in the information and telecommunications technology along with changes in societal lifestyles. More recently, e-grocery (groceries purchased online) including fresh vegetables and fruit, is gaining importance as the most-efficient delivery system in terms of cost and time. In this respect, we evaluate the effect of cooperation-based policies on service quality among different supermarkets in Pamplona, Spain. Concerning the methodology, we deploy, firstly, a detailed survey in Pamplona in order to model e-grocery demand patterns. Secondly, we develop an agent-based simulation model for generating scenarios in cooperative and non-cooperative settings, considering the real data obtained from the survey analysis. Thus, a Vehicle Routing Problem is dynamically generated and solved within the simulation framework using a biased-randomization algorithm. Finally, the results show significant reductions in lead times and better customer satisfaction when employing horizontal cooperation in e-grocery distribution.en
dc.description.sponsorshipThis work has been partially supported by the Spanish Ministry of Science, Innovation, and Universities (PID2019-111100RB-C22; RED2018-102642-T), the Erasmus Program (2018-1-ES01-KA103-049767) and the la Caixa Foundation (LCF/PR/PR15/51100007) project.en
dc.embargo.lift2022-03-29
dc.embargo.terms2022-03-29
dc.format.extent12 p.
dc.format.mimetypeapplication/pdfen
dc.identifier.citationA. Serrano-Hernandez, J. Faulin, R. de la Torre and L. Cadarso, "Agent-Based Simulation Improves e-grocery Deliveries Using Horizontal Cooperation," 2020 Winter Simulation Conference (WSC), 2020, pp. 1242-1253, doi: 10.1109/WSC48552.2020.9383961.en
dc.identifier.doi10.1109/WSC48552.2020.9383961
dc.identifier.isbn978-1-7281-9499-8
dc.identifier.issn0891-7736
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/42120
dc.language.isoengen
dc.publisherIEEE
dc.relation.ispartof2020 Winter Simulation Conference (Wsc), 1242-1253
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-111100RB-C22/ES/
dc.relation.projectIDinfo:eu-repo/grantAgreement/MICIU/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RED2018-102642-T/
dc.relation.publisherversionhttps://doi.org/10.1109/WSC48552.2020.9383961
dc.rights© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other worken
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.subjectE-commerceen
dc.subjectE-groceryen
dc.subjectAgent-based simulationen
dc.titleAgent-based simulation improves e-grocery deliveries using horizontal cooperationen
dc.typeinfo:eu-repo/semantics/conferenceObject
dc.type.versioninfo:eu-repo/semantics/acceptedVersion
dspace.entity.typePublication
relation.isAuthorOfPublicationa5bd4bdf-1145-4413-84b6-682cbe997245
relation.isAuthorOfPublication2f9b6dfd-9ac6-42b0-bff1-82079b8a03b8
relation.isAuthorOfPublicationab7c5c33-4291-41dc-8dc5-716923d0edbd
relation.isAuthorOfPublication.latestForDiscoverya5bd4bdf-1145-4413-84b6-682cbe997245

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
Serrano_AgentBased.pdf
Size:
2.03 MB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.71 KB
Format:
Item-specific license agreed to upon submission
Description:
Download

Collections

Comunicaciones y ponencias de congresos DEIM - EIMS Biltzarretako komunikazioak eta txostenak
Comunicaciones y ponencias de congresos - Biltzarrak eta Argitalpenak
Comunicaciones y ponencias de congresos DGE - EKS Biltzarretako komunikazioak eta txostenak
Comunicaciones y ponencias de congresos INARBE - INARBE biltzarretako komunikazioak eta txostenak
Comunicaciones y ponencias de congresos ISC - ISC biltzarretako komunikazioak eta txostenak