Vehicle routing and resource distribution in postdisaster humanitarian relief operations

被引:54
作者
Al Theeb, Nader [1 ]
Murray, Chase [2 ]
机构
[1] Jordan Univ Sci & Technol, Dept Ind Engn, Irbid, Jordan
[2] SUNY Buffalo, Dept Ind & Syst Engn, Buffalo, NY USA
关键词
integer programming; heuristics; postdisaster humanitarian relief logistics; vehicle routing; DISASTER RELIEF; EMERGENCY RESPONSE; OR/MS RESEARCH; LOGISTICS; EVACUATION; MODEL; UNCERTAINTY; MANAGEMENT; ALGORITHM; OPTIMIZATION;
D O I
10.1111/itor.12308
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
After a disaster, supplies must be efficiently and equitably distributed to those in need, wounded persons must be evacuated to triage centers, and relief workers must be transported to affected areas. This complex humanitarian relief problem requires the coordination of numerous vehicles of varying capacities to transport goods, disaster victims, and volunteer workers through a network of roads, some of which may be impassable. To address this problem, a detailed mathematical programming model is presented. Owing to the complexity of this formulation, only small-scale problem instances may be solved optimally via commercial solver software. Therefore, a new heuristic approach is proposed to solve problems of practical size within acceptable time restrictions. The performance of the heuristic is evaluated for numerous representative test instances.
引用
收藏
页码:1253 / 1284
页数:32
相关论文
共 48 条
[1]  
Afshar A., 2012, SOCIOECONOMIC PLANNI, V38, P1
[2]   OR/MS research in disaster operations management [J].
Altay, Nezih ;
Green, Walter G., III .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 175 (01) :475-493
[3]   Resource allocation for demand surge mitigation during disaster response [J].
Arora, Nina ;
Raghu, T. S. ;
Vinze, Ajay .
DECISION SUPPORT SYSTEMS, 2010, 50 (01) :304-315
[4]  
Baharanchi S. R., 2011, EUROPEAN J EC FINANC, V30, P106
[5]   Last mile distribution in humanitarian relief [J].
Balcik, Burcu ;
Beamon, Benita M. ;
Smilowitz, Karen .
JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2008, 12 (02) :51-63
[6]   A two-stage stochastic programming framework for transportation planning in disaster response [J].
Barbarosoglu, G ;
Arda, Y .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2004, 55 (01) :43-53
[7]  
Beltrami E.J., 1979, Networks, V4, P65
[8]   A branch-and-cut-and-price algorithm for the multi-depot heterogeneous vehicle routing problem with time windows [J].
Bettinelli, Andrea ;
Ceselli, Alberto ;
Righini, Giovanni .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2011, 19 (05) :723-740
[9]   Routing for relief efforts [J].
Campbell, Ann Melissa ;
Vandenbussche, Dieter ;
Hermann, William .
TRANSPORTATION SCIENCE, 2008, 42 (02) :127-145
[10]   Prepositioning supplies in preparation for disasters [J].
Campbell, Ann Melissa ;
Jones, Philip C. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2011, 209 (02) :156-165