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A multi-agent systems approach for sustainable supplier selection and order allocation in a partnership supply chain

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  • Ghadimi, Pezhman
  • Ghassemi Toosi, Farshad
  • Heavey, Cathal

Abstract

Recently, incorporating sustainability into the buyer-supplier sourcing decisions has achieved a considerable amount of attentions among researchers and industrial enterprises who are attempting to move towards sustainable production. Moreover, by investigating further in the buyer-supplier relationships, the literature suggests that proper communication and structured information exchange are important components in establishing a long-term partnership and maintaining such a relationship. Toward this end, a Multi-Agent Systems (MASs) approach is proposed as a mean of automating and facilitating the process of sustainable supplier selection and order allocation (SSS&OA) resulting in a more co-operative partnership. This research shows that financial performance of manufacturing companies adopting environmental and social sustainability in their operations strategy enhanced their competitive advantage that can lead to long-term sourcing relationships for the buyer-supplier dyad. Additionally, it was also shown that applying MASs to the SSS&OA problem can be utilized as an approach to facilitate communications and automate information exchange processes in Supply Chains (SCs) where suppliers and manufacturer are looking to maintain a long-term SC partnership. The applicability of the developed MAS approach and its incorporated sustainable supplier evaluation and order allocation models is demonstrated using an adopted practical scenario from an industrial case study operating in the electronics sector in medical device industry.

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  • Ghadimi, Pezhman & Ghassemi Toosi, Farshad & Heavey, Cathal, 2018. "A multi-agent systems approach for sustainable supplier selection and order allocation in a partnership supply chain," European Journal of Operational Research, Elsevier, vol. 269(1), pages 286-301.
  • Handle: RePEc:eee:ejores:v:269:y:2018:i:1:p:286-301
    DOI: 10.1016/j.ejor.2017.07.014
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    5. Mehdi Keshavarz-Ghorabaee, 2023. "Sustainable Supplier Selection and Order Allocation Using an Integrated ROG-Based Type-2 Fuzzy Decision-Making Approach," Mathematics, MDPI, vol. 11(9), pages 1-33, April.
    6. Islam, Samiul & Amin, Saman Hassanzadeh & Wardley, Leslie J., 2021. "Machine learning and optimization models for supplier selection and order allocation planning," International Journal of Production Economics, Elsevier, vol. 242(C).
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    8. Alikhani, Reza & Torabi, S. Ali & Altay, Nezih, 2019. "Strategic supplier selection under sustainability and risk criteria," International Journal of Production Economics, Elsevier, vol. 208(C), pages 69-82.
    9. Amin Mahmoudi & Xiaopeng Deng & Saad Ahmed Javed & Na Zhang, 2021. "Sustainable Supplier Selection in Megaprojects: Grey Ordinal Priority Approach," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 318-339, January.
    10. Imre Dobos & Gyöngyi Vörösmarty, 2021. "Green supplier selection using a common weights analysis of DEA and EOQ types of order allocation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(3), pages 612-621, April.
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    13. Xu, Liming & Mak, Stephen & Brintrup, Alexandra, 2021. "Will bots take over the supply chain? Revisiting agent-based supply chain automation," International Journal of Production Economics, Elsevier, vol. 241(C).
    14. Hana Trollman & Sandeep Jagtap & Frank Trollman, 2023. "Crowdsourcing food security: introducing food choice derivatives for sustainability," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(4), pages 953-965, August.
    15. Komeyl Baghizadeh & Nafiseh Ebadi & Dominik Zimon & Luay Jum’a, 2022. "Using Four Metaheuristic Algorithms to Reduce Supplier Disruption Risk in a Mathematical Inventory Model for Supplying Spare Parts," Mathematics, MDPI, vol. 11(1), pages 1-19, December.
    16. Amin, Gholam R. & Ibn Boamah, Mustapha, 2023. "Modeling business partnerships: A data envelopment analysis approach," European Journal of Operational Research, Elsevier, vol. 305(1), pages 329-337.
    17. Rozhin Doroudi & Pedro Sequeira & Stacy Marsella & Ozlem Ergun & Rana Azghandi & David Kaeli & Yifan Sun & Jacqueline Griffin, 2020. "Effects of trust-based decision making in disrupted supply chains," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-21, February.
    18. Zanon, Lucas Gabriel & Marcelloni, Francesco & Gerolamo, Mateus Cecílio & Ribeiro Carpinetti, Luiz Cesar, 2021. "Exploring the relations between supply chain performance and organizational culture: A fuzzy grey group decision model," International Journal of Production Economics, Elsevier, vol. 233(C).
    19. Nina Shin & Sun Hyun Park & Sangwook Park, 2019. "Partnership-Based Supply Chain Collaboration: Impact on Commitment, Innovation, and Firm Performance," Sustainability, MDPI, vol. 11(2), pages 1-19, January.
    20. Chen, Xi & Benjaafar, Saif & Elomri, Adel, 2019. "On the effectiveness of emission penalties in decentralized supply chains," European Journal of Operational Research, Elsevier, vol. 274(3), pages 1155-1167.
    21. Selçuk Perçin, 2022. "Circular supplier selection using interval-valued intuitionistic fuzzy sets," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 5551-5581, April.
    22. Roberto Dominguez & Salvatore Cannella, 2020. "Insights on Multi-Agent Systems Applications for Supply Chain Management," Sustainability, MDPI, vol. 12(5), pages 1-13, March.
    23. Mohammed, Ahmed & Lopes de Sousa Jabbour, Ana Beatriz & Koh, Lenny & Hubbard, Nicolas & Chiappetta Jabbour, Charbel Jose & Al Ahmed, Teejan, 2022. "The sourcing decision-making process in the era of digitalization: A new quantitative methodology," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 168(C).

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