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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...

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Detalles Bibliográficos
Autores principales: Baldoquin, Maria Gulnara, Martinez, Jairo A., Díaz-Ramírez, Jenny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
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.
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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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