Location, Allocation and Routing of Temporary Health Centers in Rural Areas in Crisis, Solved by Improved Harmony Search Algorithm

被引:54
作者
Alinaghian, Mahdi [1 ]
Goli, Alireza [2 ]
机构
[1] Isfahan Univ Technol, Dept Ind & Syst Engn, Esfahan 8415683111, Iran
[2] Yazd Univ, Dept Ind Engn, Yazd, Iran
关键词
disaster relief logistic; harmony search algorithm; temporary health centers; vehicle routing problem; rural areas; HELICOPTER LOGISTICS; EMERGENCY; MODEL;
D O I
10.2991/ijcis.2017.10.1.60
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, an uncertain integrated model for simultaneously locating temporary health centers in the affected areas, allocating affected areas to these centers, and routing to transport their required good is considered. Health centers can be settled in one of the affected areas or in a place out of them; therefore, the proposed model offers the best relief operation policy when it is possible to supply the goods of affected areas (which are customers of goods) directly or under coverage. Due to that the problem is NP-Hard, to solve the problem in large-scale, a meta-heuristic algorithm based on harmony search algorithm is presented and its performance has been compared with basic harmony search algorithm and neighborhood search algorithm in small and large scale test problems. The results show that the proposed harmony search algorithm has a suitable efficiency.
引用
收藏
页码:894 / 913
页数:20
相关论文
共 34 条
[1]   An exact solution approach for multi-objective location-transportation problem for disaster response [J].
Abounacer, Rachida ;
Rekik, Monia ;
Renaud, Jacques .
COMPUTERS & OPERATIONS RESEARCH, 2014, 41 :83-93
[2]   An interactive approach for hierarchical analysis of helicopter logistics in disaster relief operations [J].
Barbarosoglu, G ;
Özdamar, L ;
Çevik, A .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 140 (01) :118-133
[3]   The open vehicle routing problem with fuzzy demands [J].
Cao Erbao ;
Lai Mingyong .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (03) :2405-2411
[4]  
Caunhye A.M., 2012, Soc. Econ. Plann. Sci., V46, P4, DOI [10.1016/j.spes.2011.04.004, DOI 10.1016/J.SPES.2011.04.004, 10.1016/j.seps.2011.04.004, DOI 10.1016/J.SEPS.2011.04.004]
[5]   A location-routing model for prepositioning and distributing emergency supplies [J].
Caunhye, Aakil M. ;
Zhang, Yidong ;
Li, Mingzhe ;
Nie, Xiaofeng .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2016, 90 :161-176
[6]   A scenario planning approach for the flood emergency logistics preparation problem under uncertainty [J].
Chang, Mei-Shiang ;
Tseng, Ya-Ling ;
Chen, Jing-Wen .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2007, 43 (06) :737-754
[7]   A METHOD FOR SOLVING TRAVELING-SALESMAN PROBLEMS [J].
CROES, GA .
OPERATIONS RESEARCH, 1958, 6 (06) :791-812
[8]   Multicriteria tour planning for mobile healthcare facilities in a developing country [J].
Doerner, Karl ;
Focke, Axel ;
Gutjahr, Walter J. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 179 (03) :1078-1096
[9]   A decomposition-based heuristic for stochastic emergency routing problems [J].
Fontem, Belleh ;
Melouk, Sharif H. ;
Keskin, Burcu B. ;
Bajwa, Naeem .
EXPERT SYSTEMS WITH APPLICATIONS, 2016, 59 :47-59
[10]   A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 Special Session on Real Parameter Optimization [J].
Garcia, Salvador ;
Molina, Daniel ;
Lozano, Manuel ;
Herrera, Francisco .
JOURNAL OF HEURISTICS, 2009, 15 (06) :617-644