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A Hybrid MCDM for the Location of Urban Distribution Centers under Uncertainty: A Case Study of Casablanca, Morocco

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  • Maha Bennani

    (Industrial Services and Technologies, High School of Technologies, Sidi Mohammed Ben Abdellah University, Fez 30050, Morocco
    Modeling and Industrial Systems Engineering (MGSI), University Institute of Technology of Montreuil, Paris 8 University, 93200 Saint-Denis, France)

  • Fouad Jawab

    (Industrial Services and Technologies, High School of Technologies, Sidi Mohammed Ben Abdellah University, Fez 30050, Morocco)

  • Yasmina Hani

    (Modeling and Industrial Systems Engineering (MGSI), University Institute of Technology of Montreuil, Paris 8 University, 93200 Saint-Denis, France)

  • Abderrahman ElMhamedi

    (Modeling and Industrial Systems Engineering (MGSI), University Institute of Technology of Montreuil, Paris 8 University, 93200 Saint-Denis, France)

  • Driss Amegouz

    (Industrial Services and Technologies, High School of Technologies, Sidi Mohammed Ben Abdellah University, Fez 30050, Morocco)

Abstract

In this article, the main subject is the problem of the location of Urban Distribution Centers (UDC) in an environment characterized by uncertainty. Thus, a decision support process based on fuzzy multi-criteria methods (F-MCDM) will be proposed as the solution. The CATWOE method is used for identifying the Stakeholders (PPs) concerned by the localization. Furthermore, direct interviews and the review of the literature help to enhance the decision criteria. The use of the F-SWARA method made it possible to weight the criteria by taking into consideration the opinion of the PPs. The F-ENTROPY method corrected the subjectivity of the weights given by the first method. The hybridization of the two is a first in the literature in this field and allows precise and realistic results. In the end, the different alternatives obtained by the F-VIKOR method are ranked. This approach was applied to the city of Casablanca, which is extremely impacted by the negative externalities of urban freight transport. The results of this study showed that zone four (AIN SBAA) is the best zone to implement the UDC in the city of Casablanca. The sensitivity analysis validated the robustness of the model.

Suggested Citation

  • Maha Bennani & Fouad Jawab & Yasmina Hani & Abderrahman ElMhamedi & Driss Amegouz, 2022. "A Hybrid MCDM for the Location of Urban Distribution Centers under Uncertainty: A Case Study of Casablanca, Morocco," Sustainability, MDPI, vol. 14(15), pages 1-17, August.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9544-:d:879616
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    References listed on IDEAS

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    1. Saeedeh Anvari & Metin Turkay, 2017. "The facility location problem from the perspective of triple bottom line accounting of sustainability," International Journal of Production Research, Taylor & Francis Journals, vol. 55(21), pages 6266-6287, November.
    2. Željko Stević & Dragan Pamučar & Marko Subotić & Jurgita Antuchevičiene & Edmundas Kazimieras Zavadskas, 2018. "The Location Selection for Roundabout Construction Using Rough BWM-Rough WASPAS Approach Based on a New Rough Hamy Aggregator," Sustainability, MDPI, vol. 10(8), pages 1-27, August.
    3. Shanshan Zha & Yu Guo & Shaohua Huang & Shengbo Wang, 2020. "A Hybrid MCDM Method Using Combination Weight for the Selection of Facility Layout in the Manufacturing System: A Case Study," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-16, February.
    4. Chia-Nan Wang & Van Thanh Nguyen & Hoang Tuyet Nhi Thai & Duy Hung Duong, 2018. "Multi-Criteria Decision Making (MCDM) Approaches for Solar Power Plant Location Selection in Viet Nam," Energies, MDPI, vol. 11(6), pages 1-27, June.
    5. Nahid Kohansal & Fereshteh Daneshdoost & Arash Bazyar & Sadegh Niroomand, 2020. "An integrated MILP-MCDM decision framework for uncertain multi-criteria facilities location problem of glass industries," International Journal of Management and Decision Making, Inderscience Enterprises Ltd, vol. 19(2), pages 207-238.
    6. Sajid Ali & Sang-Moon Lee & Choon-Man Jang, 2017. "Determination of the Most Optimal On-Shore Wind Farm Site Location Using a GIS-MCDM Methodology: Evaluating the Case of South Korea," Energies, MDPI, vol. 10(12), pages 1-22, December.
    7. Bensassi, Sami & Márquez-Ramos, Laura & Martínez-Zarzoso, Inmaculada & Suárez-Burguet, Celestino, 2015. "Relationship between logistics infrastructure and trade: Evidence from Spanish regional exports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 72(C), pages 47-61.
    8. Laila Abdelhai & Nicolas Malhéné & Jesus Gonzalez-Feliu, 2014. "Logistique Urbaine Durable : Le Cdu, Un Point De Convergence Entre Les Différents Acteurs," Post-Print halshs-01098919, HAL.
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    Cited by:

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    2. Sandra Alvarez Gallo & Julien Maheut, 2023. "Multi-Criteria Analysis for the Evaluation of Urban Freight Logistics Solutions: A Systematic Literature Review," Mathematics, MDPI, vol. 11(19), pages 1-24, September.

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