4.5 Article

An Emergency Blood Allocation Approach Considering Blood Group Compatibility in Disaster Relief Operations

Journal

INTERNATIONAL JOURNAL OF DISASTER RISK SCIENCE
Volume 10, Issue 1, Pages 74-88

Publisher

SPRINGEROPEN
DOI: 10.1007/s13753-018-0212-7

Keywords

Blood group compatibility; Blood substitution; Disaster relief; Emergency blood allocation; Greedy heuristic algorithm

Funding

  1. National Natural Science Foundation of China [71502146, 71672154, 90924012]
  2. Humanities and Social Sciences Foundation of the Ministry of Education of China [16YJA630038]

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Large-scale sudden-onset disasters may cause massive injuries and thus place great pressure on the emergency blood supplies of local blood banks. When blood is in short supply, blood products gathered urgently to a local blood center should be appropriately allocated to blood banks in the affected area. Moreover, ABO/Rh(D) compatibilities among blood groups must be considered during emergency situations. To minimize the total unmet demand of blood products considering the optimal ABO/Rh(D)-compatible blood substitution scheme, a mixed integer programming model is developed and solved efficiently by using a greedy heuristic algorithm. Finally, a numerical example derived from the emergency blood supply scenario of the Wenchuan Earthquake is presented to verify the proposed model and algorithm. The results show that considering ABO/Rh(D)-compatible blood substitution can remarkably increase the efficiency of emergency blood allocation while lowering blood shortage, and the preference order of possible ABO/Rh(D)-compatible substitutions has an influence on the allocation solution.

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