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Novel Fuzzy Composite Indicators for Locating a Logistics Platform under Sustainability Perspectives

Author

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  • Hana Ayadi

    (IUT de Montreuil, University of Paris 8, 93100 Montreuil, France
    INSSET, University of Picardie Jules Verne, 02100 Saint Quentin, France
    ISGIS, University of Sfax, Sfax 3021, Tunisia)

  • Nadia Hamani

    (INSSET, University of Picardie Jules Verne, 02100 Saint Quentin, France)

  • Lyes Kermad

    (IUT de Montreuil, University of Paris 8, 93100 Montreuil, France)

  • Mounir Benaissa

    (ISGIS, University of Sfax, Sfax 3021, Tunisia)

Abstract

The purpose of this paper is to help decision-makers choose the location of a logistics platform with sustainability perspectives. This study presents a compensatory and partially compensatory approach to build composite indicators, using mainly fuzzy multi-criteria decision-making methods. In the first instance, the fuzzy full consistency method (F-FUCOM) was used to calculate the weight of the criteria and sub-criteria. In the second instance, two aggregation methods, namely the fuzzy multi-attribute ideal-real comparative analysis (F-MAIRCA) and the fuzzy preference ranking organization method for enrichment evaluation (F-PROMETHEE), were used to rank the location of a logistics platform. The novelty of the work lays in studying the impact of limited sustainability and weak sustainability on the location of a logistics platform. In this respect, the aggregation of various sustainability criterion in fuzzy compensatory and partially compensatory composite indicators is an innovative and interesting approach used to locate a logistics platform. The obtained results show that economic sustainability is the most important criterion for the selection of a logistics platform, followed by the environmental criterion. Obviously, the F-MAIRCA and F-PROMETHEE methods provided the same ranking orders. Finally, sensitivity analyses were performed to validate the robustness of the proposed approach.

Suggested Citation

  • Hana Ayadi & Nadia Hamani & Lyes Kermad & Mounir Benaissa, 2021. "Novel Fuzzy Composite Indicators for Locating a Logistics Platform under Sustainability Perspectives," Sustainability, MDPI, vol. 13(7), pages 1-37, April.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:7:p:3891-:d:527973
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    1. Giuseppe Munda, 2016. "Multiple Criteria Decision Analysis and Sustainable Development," International Series in Operations Research & Management Science, in: Salvatore Greco & Matthias Ehrgott & José Rui Figueira (ed.), Multiple Criteria Decision Analysis, edition 2, chapter 0, pages 1235-1267, Springer.
    2. Ana Garcia-Bernabeu & Adolfo Hilario-Caballero & David Pla-Santamaria & Francisco Salas-Molina, 2020. "A Process Oriented MCDM Approach to Construct a Circular Economy Composite Index," Sustainability, MDPI, vol. 12(2), pages 1-14, January.
    3. José Manuel Cabello & Francisco Ruiz & Blanca Pérez-Gladish, 2021. "An Alternative Aggregation Process for Composite Indexes: An Application to the Heritage Foundation Economic Freedom Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(2), pages 443-467, January.
    4. Adis Puška & Dragan Pamucar & Ilija Stojanović & Fausto Cavallaro & Arturas Kaklauskas & Abbas Mardani, 2021. "Examination of the Sustainable Rural Tourism Potential of the Brčko District of Bosnia and Herzegovina Using a Fuzzy Approach Based on Group Decision Making," Sustainability, MDPI, vol. 13(2), pages 1-23, January.
    5. Paweł Ziemba, 2019. "Towards Strong Sustainability Management—A Generalized PROSA Method," Sustainability, MDPI, vol. 11(6), pages 1-29, March.
    6. Dablanc, Laetitia, 2007. "Goods transport in large European cities: Difficult to organize, difficult to modernize," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(3), pages 280-285, March.
    7. Giuseppe Munda & Michela Nardo, 2009. "Noncompensatory/nonlinear composite indicators for ranking countries: a defensible setting," Applied Economics, Taylor & Francis Journals, vol. 41(12), pages 1513-1523.
    8. Aleksandar Blagojević & Sandra Kasalica & Željko Stević & Goran Tričković & Vesna Pavelkić, 2021. "Evaluation of Safety Degree at Railway Crossings in Order to Achieve Sustainable Traffic Management: A Novel Integrated Fuzzy MCDM Model," Sustainability, MDPI, vol. 13(2), pages 1-20, January.
    9. Zhengmin Liu & Lin Li & Xiaolan Zhao & Linbin Sha & Di Wang & Xinya Wang & Peide Liu, 2020. "Selecting the Optimal Green Agricultural Products Supplier: A Novel Approach Based on GBWM and PROMETHEE II," Sustainability, MDPI, vol. 12(17), pages 1-23, August.
    10. S. Meysam Mousavi & Fariborz Jolai & Reza Tavakkoli-Moghaddam, 2013. "A Fuzzy Stochastic Multi-Attribute Group Decision-Making Approach for Selection Problems," Group Decision and Negotiation, Springer, vol. 22(2), pages 207-233, March.
    11. Francisco Ruiz & José Manuel Cabello, 2021. "MRP-PCI: A Multiple Reference Point Based Partially Compensatory Composite Indicator for Sustainability Assessment," Sustainability, MDPI, vol. 13(3), pages 1-19, January.
    12. Qingpeng Cao & Moses Olabhele Esangbedo & Sijun Bai & Caroline Olufunke Esangbedo, 2019. "Grey SWARA-FUCOM Weighting Method for Contractor Selection MCDM Problem: A Case Study of Floating Solar Panel Energy System Installation," Energies, MDPI, vol. 12(13), pages 1-30, June.
    13. Paweł Ziemba & Jarosław Wątróbski & Magdalena Zioło & Artur Karczmarczyk, 2017. "Using the PROSA Method in Offshore Wind Farm Location Problems," Energies, MDPI, vol. 10(11), pages 1-20, November.
    14. Bertrand Mareschal & Jean Pierre Brans & Philippe Vincke, 1986. "How to select and how to rank projects: the Prométhée method," ULB Institutional Repository 2013/9307, ULB -- Universite Libre de Bruxelles.
    15. Attardi, Raffaele & Cerreta, Maria & Sannicandro, Valentina & Torre, Carmelo Maria, 2018. "Non-compensatory composite indicators for the evaluation of urban planning policy: The Land-Use Policy Efficiency Index (LUPEI)," European Journal of Operational Research, Elsevier, vol. 264(2), pages 491-507.
    16. Abhijeet K. Digalwar & Prasanna A. Date, 2016. "Development of fuzzy PROMETHEE algorithm for the evaluation of Indian world-class manufacturing organisations," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 24(3), pages 308-330.
    17. Brans, J. P. & Vincke, Ph. & Mareschal, B., 1986. "How to select and how to rank projects: The method," European Journal of Operational Research, Elsevier, vol. 24(2), pages 228-238, February.
    18. Giuseppe Munda & Michela Nardo & Michaela Saisana & Tanja Srebotnjak, 2009. "Measuring uncertainties in composite indicators of sustainability," International Journal of Environmental Technology and Management, Inderscience Enterprises Ltd, vol. 11(1/2/3), pages 7-26.
    19. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    20. Gianluigi De Mare & Maria Fiorella Granata & Antonio Nesticò, 2015. "Weak and Strong Compensation for the Prioritization of Public Investments: Multidimensional Analysis for Pools," Sustainability, MDPI, vol. 7(12), pages 1-17, December.
    21. 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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    1. Islem Snoussi & Nadia Hamani & Nassim Mrabti & Lyes Kermad, 2021. "A Robust Mixed-Integer Linear Programming Model for Sustainable Collaborative Distribution," Mathematics, MDPI, vol. 9(18), pages 1-27, September.

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