An agent-based implementation of freight receiver and carrier collaboration with cost sharing

dc.contributor.authorBean, Willemiena Lodewika
dc.contributor.authorJoubert, Johan W.
dc.contributor.emailjohan.joubert@up.ac.zaen_US
dc.date.accessioned2022-05-16T04:58:44Z
dc.date.available2022-05-16T04:58:44Z
dc.date.issued2021-09
dc.description.abstractFreight transport stakeholders can benefit from collaborative planning. Unfortunately, appropriate decision and planning support tools are lacking. Consequently, freight stakeholders remain unaware of collaboration opportunities and the potential benefit of those coalitions. This paper focuses on implementing collaboration between urban freight receivers and carriers. Collaboration takes the form of cost-sharing among coalition members when receivers are willing to extend their time windows. Rigorous experiments confirm the behavioural sensitivity of the model. A realistically-sized case study in the City of Cape Town, South Africa, demonstrates the usability of the agent-based simulation model. The case study considers the impact of collaboration on after-hour deliveries. Results indicate that delivery cost reduces significantly (nearly 30%) when carriers and receivers are willing to collaborate and adopt after-hour deliveries - the carrier’s fleet composition changes to favour fewer but larger vehicles.en_US
dc.description.departmentIndustrial and Systems Engineeringen_US
dc.description.librarianpm2022en_US
dc.description.urihttps://www.sciencedirect.com/journal/transportation-research-interdisciplinary-perspectivesen_US
dc.identifier.citationWilna L. Bean, Johan W. Joubert, An agent-based implementation of freight receiver and carrier collaboration with cost sharing, Transportation Research Interdisciplinary Perspectives, Volume 11, 2021, 100416, https://doi.org/10.1016/j.trip.2021.100416.en_US
dc.identifier.issn2590-1982 (online)
dc.identifier.other10.1016/j.trip.2021.100416
dc.identifier.urihttps://repository.up.ac.za/handle/2263/85195
dc.language.isoenen_US
dc.publisherElsevieren_US
dc.rights© 2021 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license.en_US
dc.subjectAgent-based simulationen_US
dc.subjectFreighten_US
dc.subjectCollaborationen_US
dc.subjectGame theoryen_US
dc.subjectCost sharingen_US
dc.subjectMulti-agent transport simulation (MATSim)en_US
dc.titleAn agent-based implementation of freight receiver and carrier collaboration with cost sharingen_US
dc.typeArticleen_US

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