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Modelling and multi-criteria analysis of the sustainability dimensions for the green vehicle routing problem

Author

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  • Abdullahi, Hassana
  • Reyes-Rubiano, Lorena
  • Ouelhadj, Djamila
  • Faulin, Javier
  • Juan, Angel A.

Abstract

The transport sector leads to detrimental effects on the economy, environment, and citizens quality of life. During recent years, some key-performance indicators have been proposed to quantify these negative impacts on the economic, environmental, and social dimensions of the sustainability concept. In this paper, we consider the sustainable vehicle routing problem that takes into account the aforementioned dimensions. We propose a weighted sum model and an epsilon-constraint model that combine the three dimensions, as well as a biased-randomised iterated greedy algorithm to solve the integrated problem. A comprehensive set of experiments and sensitivity analysis have been carried out with newly generated instances, which were adapted from existing vehicle routing benchmark instances. The sensitivity analysis is performed to measure the impact of each sustainability dimension and investigate trade-offs among them.

Suggested Citation

  • Abdullahi, Hassana & Reyes-Rubiano, Lorena & Ouelhadj, Djamila & Faulin, Javier & Juan, Angel A., 2021. "Modelling and multi-criteria analysis of the sustainability dimensions for the green vehicle routing problem," European Journal of Operational Research, Elsevier, vol. 292(1), pages 143-154.
    • Handle: RePEc:eee:ejores:v:292:y:2021:i:1:p:143-154
    DOI: 10.1016/j.ejor.2020.10.028
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    Citations

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    Cited by:

    1. Dukkanci, Okan & Karsu, Özlem & Kara, Bahar Y., 2022. "Planning sustainable routes: Economic, environmental and welfare concerns," European Journal of Operational Research, Elsevier, vol. 301(1), pages 110-123.
    2. Furkan Dişkaya & Sait Erdal Dinçer, 2024. "A Sectoral Application for Green Vehicle Routing Problem Optimization with Capacity Constrained and Heterogeneous Fleet," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul Journal of Economics-Istanbul Iktisat Dergisi, vol. 0(40), pages 183-198, June.
    3. Elnaz Ghorbani & Tristan Fluechter & Laura Calvet & Majsa Ammouriova & Javier Panadero & Angel A. Juan, 2023. "Optimizing Energy Consumption in Smart Cities’ Mobility: Electric Vehicles, Algorithms, and Collaborative Economy," Energies, MDPI, vol. 16(3), pages 1-19, January.
    4. Garside, Annisa Kesy & Ahmad, Robiah & Muhtazaruddin, Mohd Nabil Bin, 2024. "A recent review of solution approaches for green vehicle routing problem and its variants," Operations Research Perspectives, Elsevier, vol. 12(C).
    5. Zhuowu Zhang & Emrah Demir & Robert Mason & Carla Cairano-Gilfedder, 2023. "Understanding freight drivers' behavior and the impact on vehicles' fuel consumption and CO2e emissions," Operational Research, Springer, vol. 23(4), pages 1-35, December.

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