New exact solution approaches for the split delivery vehicle routing problem
In this study, we propose exact solution methods for the split delivery vehicle routing problem (SDVRP). We first give a new vehicle-indexed flow formulation for the problem and then a relaxation obtained by aggregating the vehicle-indexed variables over all vehicles. This relaxation may have optima...
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2018
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oai:doaj.org-article:af5ea8bd6eb44108a5a4f983ece4c2012021-12-02T05:01:06ZNew exact solution approaches for the split delivery vehicle routing problem2192-440610.1007/s13675-017-0089-zhttps://doaj.org/article/af5ea8bd6eb44108a5a4f983ece4c2012018-03-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2192440621000964https://doaj.org/toc/2192-4406In this study, we propose exact solution methods for the split delivery vehicle routing problem (SDVRP). We first give a new vehicle-indexed flow formulation for the problem and then a relaxation obtained by aggregating the vehicle-indexed variables over all vehicles. This relaxation may have optimal solutions where several vehicles exchange loads at some customers. We cut off such solutions, in a nontraditional way, either by extending the formulation locally with vehicle-indexed variables or by node splitting. We compare these approaches using instances from the literature and new randomly generated instances. Additionally, we introduce two new extensions of the SDVRP by restricting the number of splits and by relaxing the depot return requirement and modify our algorithms to handle these extensions.Gizem OzbayginOya KarasanHande YamanElsevierarticle90 (specifically 90-04 and 90-08)90B90CApplied mathematics. Quantitative methodsT57-57.97Electronic computers. Computer scienceQA75.5-76.95ENEURO Journal on Computational Optimization, Vol 6, Iss 1, Pp 85-115 (2018) |
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90 (specifically 90-04 and 90-08) 90B 90C Applied mathematics. Quantitative methods T57-57.97 Electronic computers. Computer science QA75.5-76.95 |
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90 (specifically 90-04 and 90-08) 90B 90C Applied mathematics. Quantitative methods T57-57.97 Electronic computers. Computer science QA75.5-76.95 Gizem Ozbaygin Oya Karasan Hande Yaman New exact solution approaches for the split delivery vehicle routing problem |
description |
In this study, we propose exact solution methods for the split delivery vehicle routing problem (SDVRP). We first give a new vehicle-indexed flow formulation for the problem and then a relaxation obtained by aggregating the vehicle-indexed variables over all vehicles. This relaxation may have optimal solutions where several vehicles exchange loads at some customers. We cut off such solutions, in a nontraditional way, either by extending the formulation locally with vehicle-indexed variables or by node splitting. We compare these approaches using instances from the literature and new randomly generated instances. Additionally, we introduce two new extensions of the SDVRP by restricting the number of splits and by relaxing the depot return requirement and modify our algorithms to handle these extensions. |
format |
article |
author |
Gizem Ozbaygin Oya Karasan Hande Yaman |
author_facet |
Gizem Ozbaygin Oya Karasan Hande Yaman |
author_sort |
Gizem Ozbaygin |
title |
New exact solution approaches for the split delivery vehicle routing problem |
title_short |
New exact solution approaches for the split delivery vehicle routing problem |
title_full |
New exact solution approaches for the split delivery vehicle routing problem |
title_fullStr |
New exact solution approaches for the split delivery vehicle routing problem |
title_full_unstemmed |
New exact solution approaches for the split delivery vehicle routing problem |
title_sort |
new exact solution approaches for the split delivery vehicle routing problem |
publisher |
Elsevier |
publishDate |
2018 |
url |
https://doaj.org/article/af5ea8bd6eb44108a5a4f983ece4c201 |
work_keys_str_mv |
AT gizemozbaygin newexactsolutionapproachesforthesplitdeliveryvehicleroutingproblem AT oyakarasan newexactsolutionapproachesforthesplitdeliveryvehicleroutingproblem AT handeyaman newexactsolutionapproachesforthesplitdeliveryvehicleroutingproblem |
_version_ |
1718400848300605440 |