Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions
<p dir="ltr">Corona pandemic has revealed that the uncertainty associated with disaster management has rippling effects, resulting in severe human suffering across the globe. The severity and complexity of the relief operations increase the authority’s response time. The Humanitarian...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , , , , , |
| Published: |
2023
|
| Subjects: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1864513527388045312 |
|---|---|
| author | Ayesha Maroof (17984053) |
| author2 | Qazi Salman Khalid (17984056) Mahawish Mahmood (17984059) Khawar Naeem (17984062) Shahid Maqsood (10325711) Sikandar Bilal Khattak (17984065) Berk Ayvaz (11190257) |
| author2_role | author author author author author author |
| author_facet | Ayesha Maroof (17984053) Qazi Salman Khalid (17984056) Mahawish Mahmood (17984059) Khawar Naeem (17984062) Shahid Maqsood (10325711) Sikandar Bilal Khattak (17984065) Berk Ayvaz (11190257) |
| author_role | author |
| dc.creator.none.fl_str_mv | Ayesha Maroof (17984053) Qazi Salman Khalid (17984056) Mahawish Mahmood (17984059) Khawar Naeem (17984062) Shahid Maqsood (10325711) Sikandar Bilal Khattak (17984065) Berk Ayvaz (11190257) |
| dc.date.none.fl_str_mv | 2023-11-08T09:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1109/access.2023.3331062 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Vehicle_Routing_Optimization_for_Humanitarian_Supply_Chain_A_Systematic_Review_of_Approaches_and_Solutions/25239739 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Engineering Electrical engineering Electronics, sensors and digital hardware Materials engineering Systematics Vehicle routing Databases Supply chains Routing Mathematical models Earthquakes Disaster management Humanitarian activities humanitarian logistics HSC relief operations VRP |
| dc.title.none.fl_str_mv | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">Corona pandemic has revealed that the uncertainty associated with disaster management has rippling effects, resulting in severe human suffering across the globe. The severity and complexity of the relief operations increase the authority’s response time. The Humanitarian Supply Chain (HSC) can be helpful and is one of the critical branches of Operations Research. This paper presents a systematic literature review using PRISMA in the Vehicle Routing Problem (VRP) for HSC papers published in SCOPUS and Web of Science databases during the last two decades. It aims to classify and review the literature on VRP models in HSC using fifteen different categorizations. This paper extensively describes objective functions and solution methodologies, including heuristics, commercial and exact solvers, uncertainties, resource types, and vehicle types. Several research questions are framed using the PICOS (Population, Intervention, Comparison, Outcomes, and Study) tool. Future research directions are accordingly proposed based on objective functions, uncertain approaches, heuristic approaches, vehicle types, resource types, model dimensions, sustainability, and scheduling. The results of this study show that there is still plenty of room for research and development in VRP for HSC.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2023.3331062" target="_blank">https://dx.doi.org/10.1109/access.2023.3331062</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_401273dd3de899fe8931ba4b9f12a4c2 |
| identifier_str_mv | 10.1109/access.2023.3331062 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/25239739 |
| publishDate | 2023 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and SolutionsAyesha Maroof (17984053)Qazi Salman Khalid (17984056)Mahawish Mahmood (17984059)Khawar Naeem (17984062)Shahid Maqsood (10325711)Sikandar Bilal Khattak (17984065)Berk Ayvaz (11190257)EngineeringElectrical engineeringElectronics, sensors and digital hardwareMaterials engineeringSystematicsVehicle routingDatabasesSupply chainsRoutingMathematical modelsEarthquakesDisaster managementHumanitarian activitieshumanitarian logisticsHSCrelief operationsVRP<p dir="ltr">Corona pandemic has revealed that the uncertainty associated with disaster management has rippling effects, resulting in severe human suffering across the globe. The severity and complexity of the relief operations increase the authority’s response time. The Humanitarian Supply Chain (HSC) can be helpful and is one of the critical branches of Operations Research. This paper presents a systematic literature review using PRISMA in the Vehicle Routing Problem (VRP) for HSC papers published in SCOPUS and Web of Science databases during the last two decades. It aims to classify and review the literature on VRP models in HSC using fifteen different categorizations. This paper extensively describes objective functions and solution methodologies, including heuristics, commercial and exact solvers, uncertainties, resource types, and vehicle types. Several research questions are framed using the PICOS (Population, Intervention, Comparison, Outcomes, and Study) tool. Future research directions are accordingly proposed based on objective functions, uncertain approaches, heuristic approaches, vehicle types, resource types, model dimensions, sustainability, and scheduling. The results of this study show that there is still plenty of room for research and development in VRP for HSC.</p><h2>Other Information</h2><p dir="ltr">Published in: IEEE Access<br>License: <a href="https://creativecommons.org/licenses/by/4.0/" target="_blank">https://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1109/access.2023.3331062" target="_blank">https://dx.doi.org/10.1109/access.2023.3331062</a></p>2023-11-08T09:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1109/access.2023.3331062https://figshare.com/articles/journal_contribution/Vehicle_Routing_Optimization_for_Humanitarian_Supply_Chain_A_Systematic_Review_of_Approaches_and_Solutions/25239739CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/252397392023-11-08T09:00:00Z |
| spellingShingle | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions Ayesha Maroof (17984053) Engineering Electrical engineering Electronics, sensors and digital hardware Materials engineering Systematics Vehicle routing Databases Supply chains Routing Mathematical models Earthquakes Disaster management Humanitarian activities humanitarian logistics HSC relief operations VRP |
| status_str | publishedVersion |
| title | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions |
| title_full | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions |
| title_fullStr | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions |
| title_full_unstemmed | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions |
| title_short | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions |
| title_sort | Vehicle Routing Optimization for Humanitarian Supply Chain: A Systematic Review of Approaches and Solutions |
| topic | Engineering Electrical engineering Electronics, sensors and digital hardware Materials engineering Systematics Vehicle routing Databases Supply chains Routing Mathematical models Earthquakes Disaster management Humanitarian activities humanitarian logistics HSC relief operations VRP |