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Nature-inspired design principles promote supply network resilience

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  • Hasenjager, Matthew J.
  • Derryberry, Graham
  • Guo, Xiaohui
  • Pinter-Wollman, Noa
  • Fefferman, Nina H.

Abstract

The dynamic, interconnected nature of modern supply chains makes it important to understand how firm-level decision-making will impact the robustness of supply chains to disruption. The behavior of naturally evolved distribution systems offers a useful starting point to identify potential design features that can promote robustness without compromising the viability of individual firms. Drawing inspiration from how ant food-sharing networks respond to supply shortages, we developed an agent-based model of a generalized supply network and evaluated how different local strategies influenced the ability of firms to acquire sufficient resources to meet their demand. Our simulations reveal that differences among firms in strategic behavior can reduce variation in outcomes across firms while maintaining mean performance, thereby buffering system-level robustness. In addition, the ability to expand one’s supplier network bolstered performance when firms experienced difficulty in meeting their demand. Conversely, under the assumptions of our model, overly relying on distributors to gain access to additional suppliers or to gain competitive advantages was ineffective in helping firms to meet their consumptive demand. Our nature-inspired modeling framework provides a potentially useful approach for evaluating how different participant decision-making strategies may impact the robustness and resilience of global supply chains that are increasingly likely to face frequent and unpredictable disruptions.

Suggested Citation

  • Hasenjager, Matthew J. & Derryberry, Graham & Guo, Xiaohui & Pinter-Wollman, Noa & Fefferman, Nina H., 2024. "Nature-inspired design principles promote supply network resilience," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 654(C).
  • Handle: RePEc:eee:phsmap:v:654:y:2024:i:c:s0378437124006423
    DOI: 10.1016/j.physa.2024.130133
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    References listed on IDEAS

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    1. Hiroyasu Inoue & Yasuyuki Todo, 2019. "Firm-level propagation of shocks through supply-chain networks," Nature Sustainability, Nature, vol. 2(9), pages 841-847, September.
    2. David Simchi‐Levi & He Wang & Yehua Wei, 2018. "Increasing Supply Chain Robustness through Process Flexibility and Inventory," Production and Operations Management, Production and Operations Management Society, vol. 27(8), pages 1476-1491, August.
    3. Shi, Xiaoqiu & Long, Wei & Li, Yanyan & Deng, Dingshan, 2022. "Robustness of interdependent supply chain networks against both functional and structural cascading failures," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 586(C).
    4. Tingting Yan & Thomas Y. Choi & Yusoon Kim & Yang Yang, 2015. "A Theory of the Nexus Supplier: A Critical Supplier From A Network Perspective," Journal of Supply Chain Management, Institute for Supply Management, vol. 51(1), pages 52-66, January.
    5. Y. Fujiwara & H. Aoyama, 2010. "Large-scale structure of a nation-wide production network," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 77(4), pages 565-580, October.
    6. Andreas Wieland, 2021. "Dancing the Supply Chain: Toward Transformative Supply Chain Management," Journal of Supply Chain Management, Institute for Supply Management, vol. 57(1), pages 58-73, January.
    7. J. A. Marmolejo & R. Rodríguez & O. Cruz-Mejia & J. Saucedo, 2016. "Design of a Distribution Network Using Primal-Dual Decomposition," Mathematical Problems in Engineering, Hindawi, vol. 2016, pages 1-9, February.
    8. Kannan, Vijay R. & Tan, Keah Choon, 2005. "Just in time, total quality management, and supply chain management: understanding their linkages and impact on business performance," Omega, Elsevier, vol. 33(2), pages 153-162, April.
    9. Jamal Ahmed Al-Doori* & Alaa Alhorani & Ahmad Yousef Areiqat, 2019. "The Role of Just in Time, Total Quality Management, and Supply Chain Management toward Better Operational Performance," The Journal of Social Sciences Research, Academic Research Publishing Group, vol. 5(4), pages 949-956, 04-2019.
    10. Jill E. Hobbs, 2020. "Food supply chains during the COVID‐19 pandemic," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 171-176, June.
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