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A swap-body vehicle routing problem considering fuel consumption management and multiple vehicle trips

Yong Peng, Yali Zhang, Dennis Z. Yu*, Song Liu, Yuanjun Li, Yangyan Shi

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

The swap-body vehicle routing problem (SBVRP) represents a specialized extension of the traditional vehicle routing problem (VRP), incorporating additional practical complexities. Effective fuel consumption management and the scheduling of multiple vehicle trips are pivotal strategies for reducing costs and ensuring the sustainability of distribution systems. In response to the acceleration of urbanization, the rising demand for logistics, and the deteriorating living environment, we introduce an SBVRP considering fuel consumption and multiple trips to enable greener, cheaper, and more efficient delivery methods. To tackle the SBVRP, we propose a hybrid multi-population genetic algorithm enhanced with local search techniques to explore various areas of the search space. Computational experiments demonstrate the efficiency of the proposed method and the effectiveness of its components. The algorithm developed in this study provides an optimized solution to the VRP, focusing on achieving environmentally friendly, sustainable, and cost-effective transportation by reducing energy consumption and promoting the rational use of resources.

Original languageEnglish
Pages (from-to)1000-1021
Number of pages22
JournalFuture Transportation
Volume4
Issue number3
Early online date4 Sept 2024
DOIs
Publication statusPublished - Sept 2024

Bibliographical note

Copyright the Author(s) 2024. Version archived for private and non-commercial use with the permission of the author/s and according to publisher conditions. For further rights please contact the publisher.

Keywords

  • fuel consumption management
  • heuristic algorithm
  • local search
  • multiple trips
  • swap-body vehicle routing problem

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