A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem
<p dir="ltr">Logistics related costs constitute a major part in total cost of a product in general. Considering a company that delivers goods to its customers using its owned fleet, fleet ownership and operational costs together with the inventory costs compose the total logistics co...
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| مؤلفون آخرون: | |
| منشور في: |
2024
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| الموضوعات: | |
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| _version_ | 1864513541653921792 |
|---|---|
| author | Duygu Aghazadeh (22045919) |
| author2 | Kadir Ertogral (22045922) |
| author2_role | author |
| author_facet | Duygu Aghazadeh (22045919) Kadir Ertogral (22045922) |
| author_role | author |
| dc.creator.none.fl_str_mv | Duygu Aghazadeh (22045919) Kadir Ertogral (22045922) |
| dc.date.none.fl_str_mv | 2024-06-24T09:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1007/s10100-024-00911-6 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/A_fix_and_optimize_method_based_approximate_dynamic_programming_approach_for_the_strategic_fleet_sizing_and_delivery_planning_problem/29899112 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Commerce, management, tourism and services Transportation, logistics and supply chains Engineering Communications engineering Information and computing sciences Distributed computing and systems software Fix and optimize Approximate dynamic programming Fleet sizing Replenishment planning |
| dc.title.none.fl_str_mv | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">Logistics related costs constitute a major part in total cost of a product in general. Considering a company that delivers goods to its customers using its owned fleet, fleet ownership and operational costs together with the inventory costs compose the total logistics costs. In this study, we suggest an approximate Dynamic Programming algorithm, with a look ahead strategy, that uses the fix and optimize method as the imbedded heuristic for solving integrated fleet composition and replenishment planning problem. The total annual distribution cost factors considered in the problem are vehicle ownership costs, approximate routing costs, and inventory related costs. In this problem, we aim to minimize the total logistic cost by optimizing the fleet composition, replenishment patterns, and customers assigned to each vehicle in the fleet. We produced a set of reasonably large instances randomly and showed the efficacy of the suggested solution method.</p><h2>Other Information</h2><p dir="ltr">Published in: Central European Journal of Operations Research<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/10.1007/s10100-024-00911-6" target="_blank">https://dx.doi.org/10.1007/s10100-024-00911-6</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_15f138ca1a102bc45317f6a2070db123 |
| identifier_str_mv | 10.1007/s10100-024-00911-6 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/29899112 |
| publishDate | 2024 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problemDuygu Aghazadeh (22045919)Kadir Ertogral (22045922)Commerce, management, tourism and servicesTransportation, logistics and supply chainsEngineeringCommunications engineeringInformation and computing sciencesDistributed computing and systems softwareFix and optimizeApproximate dynamic programmingFleet sizingReplenishment planning<p dir="ltr">Logistics related costs constitute a major part in total cost of a product in general. Considering a company that delivers goods to its customers using its owned fleet, fleet ownership and operational costs together with the inventory costs compose the total logistics costs. In this study, we suggest an approximate Dynamic Programming algorithm, with a look ahead strategy, that uses the fix and optimize method as the imbedded heuristic for solving integrated fleet composition and replenishment planning problem. The total annual distribution cost factors considered in the problem are vehicle ownership costs, approximate routing costs, and inventory related costs. In this problem, we aim to minimize the total logistic cost by optimizing the fleet composition, replenishment patterns, and customers assigned to each vehicle in the fleet. We produced a set of reasonably large instances randomly and showed the efficacy of the suggested solution method.</p><h2>Other Information</h2><p dir="ltr">Published in: Central European Journal of Operations Research<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/10.1007/s10100-024-00911-6" target="_blank">https://dx.doi.org/10.1007/s10100-024-00911-6</a></p>2024-06-24T09:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1007/s10100-024-00911-6https://figshare.com/articles/journal_contribution/A_fix_and_optimize_method_based_approximate_dynamic_programming_approach_for_the_strategic_fleet_sizing_and_delivery_planning_problem/29899112CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/298991122024-06-24T09:00:00Z |
| spellingShingle | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem Duygu Aghazadeh (22045919) Commerce, management, tourism and services Transportation, logistics and supply chains Engineering Communications engineering Information and computing sciences Distributed computing and systems software Fix and optimize Approximate dynamic programming Fleet sizing Replenishment planning |
| status_str | publishedVersion |
| title | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem |
| title_full | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem |
| title_fullStr | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem |
| title_full_unstemmed | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem |
| title_short | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem |
| title_sort | A fix and optimize method based approximate dynamic programming approach for the strategic fleet sizing and delivery planning problem |
| topic | Commerce, management, tourism and services Transportation, logistics and supply chains Engineering Communications engineering Information and computing sciences Distributed computing and systems software Fix and optimize Approximate dynamic programming Fleet sizing Replenishment planning |