TY - JOUR
T1 - A bi-level optimization model for aid distribution after the occurrence of a disaster
AU - Camacho-Vallejo, José Fernando
AU - González-Rodríguez, Edna
AU - Almaguer, F. Javier
AU - González-Ramírez, Rosa G.
N1 - Publisher Copyright:
© 2014 Elsevier Ltd. All rights reserved.
PY - 2015/10/15
Y1 - 2015/10/15
N2 - In this paper the authors propose a bi-level mathematical programming model for humanitarian logistics to optimize decisions related to the distribution of international aid after a catastrophic disaster. In this situation, non-profit international organizations and foreign countries will offer to help by shipping certain necessary products, such as bottled water, food and medicine, but will want to minimize the shipping costs. At the same time, the affected country seeks to distribute the received aid to the affected areas as efficiently and quickly as possible. To deal with the considered problem, we reformulate the bi-level model and reduce it into a nonlinear single-level mathematical model; then we linearize it to obtain a mixed integer programming problem. To validate the proposed mathematical model, we consider as a case study the earthquake in Chile in 2010. We solve the reformulated model by using real data simulating the aid distribution scenario, and we interpret the obtained numerical results, giving some recommendations for aid distribution following future disasters.
AB - In this paper the authors propose a bi-level mathematical programming model for humanitarian logistics to optimize decisions related to the distribution of international aid after a catastrophic disaster. In this situation, non-profit international organizations and foreign countries will offer to help by shipping certain necessary products, such as bottled water, food and medicine, but will want to minimize the shipping costs. At the same time, the affected country seeks to distribute the received aid to the affected areas as efficiently and quickly as possible. To deal with the considered problem, we reformulate the bi-level model and reduce it into a nonlinear single-level mathematical model; then we linearize it to obtain a mixed integer programming problem. To validate the proposed mathematical model, we consider as a case study the earthquake in Chile in 2010. We solve the reformulated model by using real data simulating the aid distribution scenario, and we interpret the obtained numerical results, giving some recommendations for aid distribution following future disasters.
KW - Bi-level programming
KW - Disasters
KW - Distribution problem
KW - Humanitarian logistics
UR - http://www.scopus.com/inward/record.url?scp=84938200807&partnerID=8YFLogxK
U2 - 10.1016/j.jclepro.2014.09.069
DO - 10.1016/j.jclepro.2014.09.069
M3 - Article
AN - SCOPUS:84938200807
SN - 0959-6526
VL - 105
SP - 134
EP - 145
JO - Journal of Cleaner Production
JF - Journal of Cleaner Production
ER -