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A two-phase coordinated logistics planning approach to platelets provision in humanitarian relief operations

Author

Listed:
  • Afshin Kamyabniya
  • M. M. Lotfi
  • Hua Cai
  • Hasan Hosseininasab
  • Saeed Yaghoubi
  • Yuehwern Yih

Abstract

For provision of platelets in humanitarian relief operations, due to the excessive number of non-coordinated organizations, relief response times and corresponding costs of platelets sharply increase. This article proposes a two-phase mechanism to coordinate two heterogeneous relief organizations (i.e., relief and rescue organization of the Red Crescent Society and a blood transfusion organization) in a decentralized network in such a way that its own interests and objectives are also satisfied. The blood transfusion organization tries to minimize the wastage level of platelets considering related total costs. At the same time, the relief and rescue organization decides on the selection of shelters where the platelets can be administered to injured people, while minimizing total relief time. Thus, first a bi-level mixed integer linear model under the demand and supply uncertainties is developed (phase 1), and then a capacity-sharing coordination mechanism based on the collaborative control theory is proposed (phase 2). To solve large-scale instances, a fuzzy Kth-Best algorithm is developed to solve the first phase and then phase 2 is solved by the proposed coordination mechanism. We compare our model to centralized relief logistics model using a data set for a possible earthquake in Tehran, Iran. Results show that our model reduces shortage and wastage compared with the centralized model

Suggested Citation

  • Afshin Kamyabniya & M. M. Lotfi & Hua Cai & Hasan Hosseininasab & Saeed Yaghoubi & Yuehwern Yih, 2019. "A two-phase coordinated logistics planning approach to platelets provision in humanitarian relief operations," IISE Transactions, Taylor & Francis Journals, vol. 51(1), pages 1-21, January.
    • Handle: RePEc:taf:uiiexx:v:51:y:2019:i:1:p:1-21
    DOI: 10.1080/24725854.2018.1479901
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    Cited by:

    1. Junlong Zhang & Osman Y. Özaltın, 2021. "Bilevel Integer Programs with Stochastic Right-Hand Sides," INFORMS Journal on Computing, INFORMS, vol. 33(4), pages 1644-1660, October.
    2. Dönmez, Zehranaz & Kara, Bahar Y. & Karsu, Özlem & Saldanha-da-Gama, Francisco, 2021. "Humanitarian facility location under uncertainty: Critical review and future prospects," Omega, Elsevier, vol. 102(C).
    3. Abdorrrahman Haeri & Seyyed-Mahdi Hosseini-Motlagh & Mohammad Reza Ghatreh Samani & Marziehsadat Rezaei, 2022. "An integrated socially responsible-efficient approach toward health service network design," Annals of Operations Research, Springer, vol. 319(1), pages 463-516, December.
    4. Asadpour, Milad & Olsen, Tava Lennon & Boyer, Omid, 2022. "An updated review on blood supply chain quantitative models: A disaster perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 158(C).
    5. Kamyabniya, Afshin & Noormohammadzadeh, Zohre & Sauré, Antoine & Patrick, Jonathan, 2021. "A robust integrated logistics model for age-based multi-group platelets in disaster relief operations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).

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