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Sustainable Supplier Selection in Construction Industry through Hybrid Fuzzy-Based Approaches

Author

Listed:
  • Seyed Amirali Hoseini

    (Department of Industrial Engineering, Iran University of Science and Technology, Tehran 13114-16846, Iran)

  • Alireza Fallahpour

    (School of Mechanical Engineering, Universiti Teknologi Malaysia, Skudai 81310, Malaysia)

  • Kuan Yew Wong

    (School of Mechanical Engineering, Universiti Teknologi Malaysia, Skudai 81310, Malaysia)

  • Amir Mahdiyar

    (School of Housing, Building and Planning, Universiti Sains Malaysia, Penang 11800, Malaysia)

  • Morteza Saberi

    (School of Information, Systems and Modeling, University of Technology, Sydney, NSW 2007, Australia)

  • Serdar Durdyev

    (Department of Engineering and Architectural Studies, Ara Institute of Canterbury, Christchurch 8011, New Zealand)

Abstract

Due to increase in the public and stakeholders’ awareness regarding economic, environmental, and social issues, the construction industry tends to follow the sustainability policies and practices in supply chain management. Hence, one of the most crucial aspects for a construction company in this regard is sustainable supplier selection, and, to this end, an accurate and reliable model is required. In this paper a hybrid fuzzy best-worst method and fuzzy inference system model is developed for sustainable supplier selection. In the first phase of this study, after determining 19 criteria in three main aspects, the final weight of each aspect and criterion is obtained using fuzzy best-worst method approach. In the second phase, the most sustainable supplier is selected by running the weighted fuzzy inference system both in aspect and criterion level, providing more accurate results compared to the use of other available models. Finally, two different tests are employed to validate the results and evaluate the robustness of the proposed model. The novel developed model enables the decision-maker to simulate the decision-making process, reduce the calculations loads, consider a large number of criteria in decision making, and resolve the inherited uncertainties in experts’ responses.

Suggested Citation

  • Seyed Amirali Hoseini & Alireza Fallahpour & Kuan Yew Wong & Amir Mahdiyar & Morteza Saberi & Serdar Durdyev, 2021. "Sustainable Supplier Selection in Construction Industry through Hybrid Fuzzy-Based Approaches," Sustainability, MDPI, vol. 13(3), pages 1-19, January.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:3:p:1413-:d:489440
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    References listed on IDEAS

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    1. Alexei Pérez-Velázquez & Leandro Leysdian Oro-Carralero & Jorge Laureano Moya-Rodríguez, 2020. "Supplier Selection for Photovoltaic Module Installation Utilizing Fuzzy Inference and the VIKOR Method: A Green Approach," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    2. Schniederjans, Dara G. & Curado, Carla & Khalajhedayati, Mehrnaz, 2020. "Supply chain digitisation trends: An integration of knowledge management," International Journal of Production Economics, Elsevier, vol. 220(C).
    3. Frank Ebinger & Bramwel Omondi, 2020. "Leveraging Digital Approaches for Transparency in Sustainable Supply Chains: A Conceptual Paper," Sustainability, MDPI, vol. 12(15), pages 1-16, July.
    4. Raffaele Cantelmi & Giulio Di Gravio & Riccardo Patriarca, 2020. "Learning from Incidents: A Supply Chain Management Perspective in Military Environments," Sustainability, MDPI, vol. 12(14), pages 1-19, July.
    5. Suthep Nimsai & Chanin Yoopetch & Polin Lai, 2020. "Mapping the Knowledge Base of Sustainable Supply Chain Management: A Bibliometric Literature Review," Sustainability, MDPI, vol. 12(18), pages 1-21, September.
    6. Sepehr Hendiani & Morteza Bagherpour, 2020. "Development of sustainability index using Z-numbers: a new possibilistic hierarchical model in the context of Z-information," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(7), pages 6077-6109, October.
    7. Zingbagba, Mark & Nunes, Rubens & Fadairo, Muriel, 2020. "The impact of diesel price on upstream and downstream food prices: Evidence from São Paulo," Energy Economics, Elsevier, vol. 85(C).
    8. Noor Muhammad & Zhigeng Fang & Syed Ahsan Ali Shah & Muhammad Azeem Akbar & Ahmed Alsanad & Abdu Gumaei & Yasir Ahmed Solangi, 2020. "A Hybrid Multi-Criteria Approach for Evaluation and Selection of Sustainable Suppliers in the Avionics Industry of Pakistan," Sustainability, MDPI, vol. 12(11), pages 1-22, June.
    9. Song, Wenyan & Xu, Zhitao & Liu, Hu-Chen, 2017. "Developing sustainable supplier selection criteria for solar air-conditioner manufacturer: An integrated approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 1461-1471.
    10. Sujit Singh & Ezutah Udoncy Olugu & Siti Nurmaya Musa & Abu Bakar Mahat, 2018. "Fuzzy-based sustainability evaluation method for manufacturing SMEs using balanced scorecard framework," Journal of Intelligent Manufacturing, Springer, vol. 29(1), pages 1-18, January.
    11. Rezaei, Jafar, 2015. "Best-worst multi-criteria decision-making method," Omega, Elsevier, vol. 53(C), pages 49-57.
    12. Rebeca B. Sánchez-Flores & Samantha E. Cruz-Sotelo & Sara Ojeda-Benitez & Ma. Elizabeth Ramírez-Barreto, 2020. "Sustainable Supply Chain Management—A Literature Review on Emerging Economies," Sustainability, MDPI, vol. 12(17), pages 1-27, August.
    13. Serdar Durdyev & Edmundas Kazimieras Zavadskas & Derek Thurnell & Audrius Banaitis & Ali Ihtiyar, 2018. "Sustainable Construction Industry in Cambodia: Awareness, Drivers and Barriers," Sustainability, MDPI, vol. 10(2), pages 1-19, February.
    14. Jelena Končar & Aleksandar Grubor & Radenko Marić & Sonja Vučenović & Goran Vukmirović, 2020. "Setbacks to IoT Implementation in the Function of FMCG Supply Chain Sustainability during COVID-19 Pandemic," Sustainability, MDPI, vol. 12(18), pages 1-21, September.
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    5. Eslam Mohammed Abdelkader & Tarek Zayed & Hassan El Fathali & Ghasan Alfalah & Abobakr Al-Sakkaf & Osama Moselhi, 2023. "An Integrated Multi-Criteria Decision Making Model for the Assessment of Public Private Partnerships in Transportation Projects," Mathematics, MDPI, vol. 11(16), pages 1-41, August.
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    7. Stefan Jovčić & Petr Průša, 2021. "A Hybrid MCDM Approach in Third-Party Logistics (3PL) Provider Selection," Mathematics, MDPI, vol. 9(21), pages 1-19, October.

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