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A unified model framework for the multi-attribute consistent periodic vehicle routing problem

Research Output:
Contribution to journal
Article
Peer-review

Publication metrics

Metrics

SciVal
Citations
9
SciVal
FWCI
0.09
SciVal
Author count
3
SciVal
Paper percentile
26
Scopus
Citations

Abstract

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.

Publication Information

Output type

Research Output:
Contribution to journal
Article
Peer-review

Original language

English

Article number

e0237014

Journal (Volume, Issue Number)

PLoS One (Volume 15, Issue 8 August)

Publication milestones

  • Published - 03/08/2020

Publication status

Published - 03/08/2020

ISSN

1932-6203

Publication IDs

  • ORCID: /0000-0001-5820-7512/work/78259897
  • Scopus: 85089041370
  • PubMed: 32745089
  • WOS: 000560006800057