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A unified model framework for the multi-attribute consistent periodic vehicle routing problem
Modeling real-life transportation problems usually require the simultaneous incorporation of different variants of the classical vehicle routing problem (VRP). The periodic VRP (PVRP) is a classical extension in which routes are determined for a planning period of several days and each customer has...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398502/ https://www.ncbi.nlm.nih.gov/pubmed/32745089 http://dx.doi.org/10.1371/journal.pone.0237014 |
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author | Baldoquin, Maria Gulnara Martinez, Jairo A. Díaz-Ramírez, Jenny |
author_facet | Baldoquin, Maria Gulnara Martinez, Jairo A. Díaz-Ramírez, Jenny |
author_sort | Baldoquin, Maria Gulnara |
collection | PubMed |
description | Modeling real-life transportation problems usually require the simultaneous incorporation of different variants of the classical vehicle routing problem (VRP). The periodic VRP (PVRP) is a classical extension in which routes are determined for a planning period of several days and each customer has an associated set of allowable visit schedules. This work proposes a unified model framework for PVRP that consists of multiple attributes or variants not previously addressed simultaneously, such as time-windows, time-dependence, and consistency -which guarantees the visits to customer by the same vehicle-, together with three objective functions that respond to the needs of practical problems. The numerical experimentation is focused on the effects of three factors: frequency, depot centrality, and the objective function on the performance of a general–purpose MILP solver, through the analysis of the achieved relative gaps. Results show higher sensitivity to the objective functions and to the problem sizes. |
format | Online Article Text |
id | pubmed-7398502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-73985022020-08-14 A unified model framework for the multi-attribute consistent periodic vehicle routing problem Baldoquin, Maria Gulnara Martinez, Jairo A. Díaz-Ramírez, Jenny PLoS One Research Article Modeling real-life transportation problems usually require the simultaneous incorporation of different variants of the classical vehicle routing problem (VRP). The periodic VRP (PVRP) is a classical extension in which routes are determined for a planning period of several days and each customer has an associated set of allowable visit schedules. This work proposes a unified model framework for PVRP that consists of multiple attributes or variants not previously addressed simultaneously, such as time-windows, time-dependence, and consistency -which guarantees the visits to customer by the same vehicle-, together with three objective functions that respond to the needs of practical problems. The numerical experimentation is focused on the effects of three factors: frequency, depot centrality, and the objective function on the performance of a general–purpose MILP solver, through the analysis of the achieved relative gaps. Results show higher sensitivity to the objective functions and to the problem sizes. Public Library of Science 2020-08-03 /pmc/articles/PMC7398502/ /pubmed/32745089 http://dx.doi.org/10.1371/journal.pone.0237014 Text en © 2020 Baldoquin et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Baldoquin, Maria Gulnara Martinez, Jairo A. Díaz-Ramírez, Jenny A unified model framework for the multi-attribute consistent periodic vehicle routing problem |
title | A unified model framework for the multi-attribute consistent periodic vehicle routing problem |
title_full | A unified model framework for the multi-attribute consistent periodic vehicle routing problem |
title_fullStr | A unified model framework for the multi-attribute consistent periodic vehicle routing problem |
title_full_unstemmed | A unified model framework for the multi-attribute consistent periodic vehicle routing problem |
title_short | A unified model framework for the multi-attribute consistent periodic vehicle routing problem |
title_sort | unified model framework for the multi-attribute consistent periodic vehicle routing problem |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398502/ https://www.ncbi.nlm.nih.gov/pubmed/32745089 http://dx.doi.org/10.1371/journal.pone.0237014 |
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