Multi-period hub location problem with serial demands: A case study of humanitarian aids distribution in Lebanon

被引:18
|
作者
Monemi, Rahimeh Neamatian [1 ,3 ,4 ]
Gelareh, Shahin [2 ]
Nagih, Anass [3 ]
Maculan, Nelson [5 ]
Danach, Kassem [6 ]
机构
[1] Univ Southampton, IT Innovat, Southampton, Hants, England
[2] Univ Artois, IUT Bethune, Dept R&T, F-62000 Bethune, France
[3] Lab Concept Optimisat & Modelisat Syst, LCOMS EA 7306, Metz, France
[4] Univ Lorraine, F-57000 Metz, France
[5] Univ Fed Rio de Janeiro, COPPE PESC, POB 68511, BR-21941972 Rio De Janeiro, RJ, Brazil
[6] Islamic Univ Lebanon, Dept Informat, Beirut, Lebanon
关键词
Hub-and-spoke network design; Distribution; Humanitarian aids; Refugees; Mateheuristics; SINGLE-ALLOCATION HUB; SPOKE NETWORK DESIGN; BENDERS DECOMPOSITION ALGORITHM; CUT ALGORITHM; BRANCH; MODEL; ECONOMIES; FORMULATIONS; SELECTION; CLUSTER;
D O I
10.1016/j.tre.2020.102201
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper, we address the problem of humanitarian aids distribution across refugee camps in war-ridden areas from a network design perspective. We show that the problem can be modeled as a variant of multi-period hub location problem with a particular demand pattern resulted by the user's behavior. The problem has been motivated by a case study of Lebanese experience in Syrian war refugee accommodation. We elaborate on the complexity and real-life constraints and, propose a compact formulation of a mathematical model of the problem. We then show that modeling the problem using a Benders paradigm drives O (n(3)) variables of the original compact model unnecessary in addition to the constraints that are being projected out in a typical Benders decomposition. Additionally, we identify several classes of valid inequalities together with efficient separation procedures leading to a cut-and-Benders approach. Our extensive computational experiments on the case study with real data as well as randomly generated instances proves the performance of proposed solution methods.
引用
收藏
页数:24
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