|本期目录/Table of Contents|

[1]王娟,聂锐,阎薪宇.多目标规划在应急物流中的应用综述[J].中国安全生产科学技术,2017,13(7):68-73.[doi:10.11731/j.issn.1673-193x.2017.07.011]
　WANG Juan,NIE Rui,YAN Xinyu.Review on application of multi-objective programming in emergency logistics[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2017,13(7):68-73.[doi:10.11731/j.issn.1673-193x.2017.07.011]
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多目标规划在应急物流中的应用综述
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
13
期数:
2017年7期
页码:
68-73
栏目:
职业安全卫生管理与技术
出版日期:
2017-07-31

文章信息/Info

Title:
Review on application of multi-objective programming in emergency logistics
文章编号:
1673-193X(2017)-07-0068-06
作者:
王娟; 聂锐; 阎薪宇
（中国矿业大学 管理学院，江苏 徐州 221116）
Author(s):
WANG Juan;  NIE Rui;  YAN Xinyu
(Management School, China University of Mining and Technology, Xuzhou Jiangsu 221116, China)
关键词:
突发事件; 多目标规划; 应急物流; 应急设施
Keywords:
emergent events;  multi-objective programming;  emergency logistics;  emergency facilities
分类号:
X43
DOI:
10.11731/j.issn.1673-193x.2017.07.011
文献标志码:
A
摘要:
为充分提高突发事件的应急救援效率，应急物流系统的建设至关重要。围绕应急物流系统，从应急物资管理、设施建立以及物流路径规划等方面入手开展相关研究工作的梳理和讨论，结果表明：目前相关研究受限于应急物流的应急体制建设不完善、多目标联系不紧密、信息化程度低、应急物资需求的动态性把握不准确等方面，而根据多目标规划方法提出的相应改进建议，能够实现救援线路最优化、救援时间最短化以及应急投入最小化等多个目标。
Abstract:
To fully improve the efficiency of emergency rescue, the construction of emergency logistics system is quite important. Focusing on the emergency logistics system, he review and discussion on the relevant research work were carried out from the aspects of emergency material management, establishment of emergency facilities and path programming of emergency logistics. The results showed that the limitations in the current research included that the emergency system construction of emergency logistics was not perfect, the multi-objective combination of emergency logistics was not tight, the informatization degree of emergency logistics was low, the dynamic grasp on the demand of emergency material was not accurate, and so on. According to the multi-objective programming method, the corresponding improvement suggestions were put forward, which can realize the multiple objectives, including the optimization of the rescue line, the shortest rescue time and the minimum emergency input, etc.

参考文献/References:

［1］夏萍．灾害应急物流中基于需求分析的应急物资分配问题研究［D］．北京：北京交通大学，2010．
［2］YUAN Yuan, WANG Dingwei. Path selection model and algorithm for emergency logistics management［J］. Computers & Industrial Engineering, 2009, 56(3): 1081-1094.
［3］Rawls C G, Turnquist M A. Pre-positioning of Emergency Supplies for Disaster Response［J］. Transportation Research Part B Methodological, 2010, 44(4):521-534.
［4］丁斌，王鹏．基于聚类分析的应急物资储备分类方法研究［J］．北京理工大学学报(社会科学版)，2010，12（4）：10-13． DING Bin, WANG Peng. Research on classification method of emergency material reserves based on cluster analysis［J］. Journal of Beijing Institute of Technology (Social Science Edition) , 2010,12(4):10-13.
［5］张旭凤．应急物资分类体系及采购战略分析［J］．中国市场，2007（32）：110-111． ZHANG Xufeng. The classification system of emergency materials and the analysis of purchasing strategy［J］. The Chinese Market, 2007(32):110-111.
［6］霍达，吴耀华．基于地区特性的应急物资分类研究［J］．物流技术，2010，29（8）：11-12, 24． HUO Da, WU Yaohua.Research on emergency materials classification based on regional characteristics［J］. Logistics Technology , 2010, 29(8):11-12,24.
［7］YI Wei, KUMAR A. Ant colony optimization for disaster relief operations［J］. Transportation Research Part E-Logistics and Transportation Review, 2007, 43(6): 660-672.
［8］王庆荣，赵小柠，杨景玉．动力演化算法的应急物资分类Vague熵权投影寻踪模型［J］．统计与决策，2014（3）：46-48． WANG Qingrong, ZHAO Xiaoning, YANG Jingyu. Dynamical evolutionary algorithm classification vague emergency supplies of entropy projection pursuit model［J］. Statistics and Decision, 2014(3):46-48.
［9］王晓，庄亚明．基于案例推理的非常规突发事件资源需求预测［J］．华东经济管理，2011，25（1）：115-117． WANG Xiao, ZHUANG Yaming. Unconventional emergency resource demand prediction based on case-based reasoning［J］. Journal of Xi 'an University of Electronic Science and Technology (Social Science Edition) , 2011, 25(1):115-117.
［10］赵小柠,马昌喜.基于范例推理的灾害性地震应急物资需求预测研究［J］.中国安全科学学报,2012,22(8):3-9. ZHAO Xiaoning, MA Changxi. Research on the demand forecasting of disaster emergency material based on case based reasoning［J］. Chinese Journal of Safety Science,2012,22(8):3-9.
［11］赵一兵，高虹霓，冯少博．基于支持向量机回归的应急物资需求预测［J］．计算机仿真，2013，30（8）：408-412． ZHAO Yibing,GAO Hongni,FENG Shaobo.Emergency material demand forecasting based on support vector machine regression［J］. Computer Simulation, 2013, 30(8):408-412.
［12］王正新, 刘思峰. 基于Fourier-GM(1,1)模型的灾害应急物资需求量预测［J］. 系统工程, 2013(8):60-64. WANG Zhengxin, LIU Sifeng.Prediction of disaster emergency material demand based on fourier-GM(1,1) model［J］. Systems Engineering, 2013(8):60-64.
［13］曾波，孟伟，刘思峰，等．面向灾害应急物资需求的灰色异构数据预测建模方法［J］．中国管理科学，2015，23（8）：84-91． ZENG Bo,MENG Wei,LIU Sifeng,et al.Grey heterogeneous data prediction modeling method for disaster emergency material demand［J］. Management Science in China, 2015, 23(8):84-91.
［14］GABLEHOUSE T R. The role of local communities in chemical accident prevention and preparedness［J］. Journal of Loss Prevention in the Process Industries, 2005, 18(4/6, SI): 549-552.
［15］LODREE JR E J, TASKIN S. An insurance risk management framework for disaster relief and supply chain disruption inventory planning［J］. Journal of the Operational Research Society, 2008, 59(5): 674-684.
［16］Johansen S G, Thorstenson A. An inventory model with Poisson demands and emergency orders［J］. International Journal of Production Economics, 1998, s 56-57(1-3):275-289.
［17］张永领．中国政府应急物资的储备模式研究［J］．经济与管理，2011，25（2）：92-96． ZHANG Yongling. Research on the reserve mode of chinese government emergency materials［J］. Economy and Management, 2011, 25(2):92-96.
［18］常金奎．基于分类替代性关系的应急物资储备量分析［J］．电子科技大学学报(社会科学版)，2015（4）：29-33． CHANG Jinkui. Analysis of emergency material reserves based on the relationship between classification and substitution［J］. Journal of University of Electronic Science and Technology (Social Science Edition),2015(4):29-33.
［19］陈鸿起，解建仓，申毅荣，等．防汛物资协同储备模型研究［J］．系统工程理论与实践，2007，27（4）：91-98． CHEN Hongqi, XIE Jiancang, SHEN Yirong, et al. Flood control and material reserve model research［J］. Systems Engineering Theory and Practice, 2007, 27(4):91-98.
［20］秦军昌，王刊良．基于跨期的应急物资库存模型［J］．系统管理学报，2009，18（1）：100-106． QiN Junchang, WANG Kanliang. Based on the inter-temporal emergency supplies inventory model［J］. Journalof Systems Management, 2009, 18(1):100-106.
［21］方磊，何建敏．城市应急系统优化选址决策模型和算法［J］．管理科学学报，2005，8（1）：12-16． FANG Lei, HE Jianmin. Urban emergency system optimal location decision model and algorithm［J］. Journal of Management Science, 2005, 8(1):12-16.
［22］于冬梅，高雷阜，赵世杰．给定需求区域应急物资储备库选址模型及其解法［J］．中国安全科学学报，2015，25（9）：153-158． Yu Dongmei, Gao Leifu, Zhao Shijie. Demand under the regional emergency stockpile location model and optimization algorithm［J］. Chinese Journal of Safety Science，2015, 25(9):153-158.
［23］GRMEZ N, KKSALAN M, SALMAN F S. Locating disaster response facilities in Istanbul［J］. Journal of the Operational Research Society, 2011, 62(7): 1239-1252.
［24］葛洪磊，刘南．复杂灾害情景下应急资源配置的随机规划模型［J］．系统工程理论与实践，2014，34（12）：3034-3042． GE Honglei, LIU Nan. Under complicated disaster scene stochastic programming model of emergency resource allocation［J］. Systems Engineering Theory and Practice, 2014, 34(12):3034-3042.
［25］Correia I, Gama F S D. Facility Location Under Uncertainty［M］// Location Science. Springer International Publishing, 2015:177-203.
［26］JAMALIAN A, SALAHI M. Robust solutions to multi-facility Weber location problem under interval and ellipsoidal uncertainty［J］. Applied Mathematics and Computation, 2014, 242(3): 179-186.
［27］Love R F. A computational procedure for optimally locating a facility with respect to several rectangular regions［J］. Journal of Regional Science, 1972, 12(2):233-242.
［28］ CD Bennett, A Mirakhor. Optimal facility location with respect to several regions［J］. Journal of Regional Science, 1974, 14(1):131-136.
［29］JG Morris, RF Love, GO Wesolowsky. Facilities location: models and methods［M］. New York: North-Holland, 1988:25-33.
［30］SHEU J B. Challenges of emergency logistics management［J］. Transportation Research Part E-Logistics and Transportation Review, 2007, 43(6): 655-659.
［31］Tzeng G H, Cheng H J, Huang T D. Multi-objective optimal planning for designing relief delivery systems［J］. Transportation Research Part E, 2007, 43(6):673-686.
［32］ZHENG Yu-jun, LING Hai-feng. Emergency transportation planning in disaster relief supply chain management: a cooperative fuzzy optimization approach［J］. Soft Computing, 2013, 17(7): 1301-1314.
［33］ Ozdamar L., Ekinci E.,Kgkyazici B. Emergency logistics planning in natural disasters［J］. Annals of Operations Research, 2004,129(l-4):217-245.
［34］BARBAROSOGˇLU G, ARDA Y. A two-stage stochastic programming framework for transportation planning in disaster response［J］. Journal of the Operational Research Society, 2004, 55(1): 43-53.
［35］SHEU J B. An emergency logistics distribution approach for quick response to urgent relief demand in disasters［J］. Transportation Research Part E-Logistics and Transportation Review, 2007, 43(6): 687-709.
［36］陈莹珍，赵秋红．基于公平原则的应急物资分配模型与算法［J］．系统工程理论与实践，2015，35（12）：3065-3073． CHEN Yingzhen, ZHAO Qiuhong. Emergency material allocation model and algorithm based on the principle of fairness［J］. System engineering theory and Practice, 2015,35(12):3065-3073.
［37］曾正洋，许维胜，徐志宇，等．应急物流中的累计时间式多车场车辆路径问题［J］．控制与决策，2014（12）：2183-2188． ZENG Zhengyang, XU Weisheng, XU Zhiyu, et al. The cumulative time of emergency logistics in the multi depot vehicle routing problem［J］. Control and Decision Making, 2014(12):2183-2188.
［38］Araz C, Selim H, Ozkarahan I. A fuzzy multi-objective covering-based vehicle location model for emergency services［J］. Computers & Operations Research, 2007, 34(3):705-726.
［39］张巍，杨西龙，汪贻生，等．论虚拟应急物流研究及其发展［J］．物流技术，2015，17（9）：46-50, 53． ZHANG Wei, YANG Xilong, WANG Yisheng,et al. On the research and development of virtual emergency logistics［J］. Logistics Technology, 2015, 17(9):46-50,53.
［40］王庆荣，赵小柠，杨景玉．基于粒子群算法的虚拟应急物流风险识别投影寻踪模型［J］．兰州交通大学学报，2013，32（1）：142-145． WANG Qingrong, ZHAO Xiaoning, YANG Jingyu. Virtual emergency logistics risk identification projection pursuit model based on particle swarm algorithm［J］. Journal of Lanzhou Jiaotong University, 2013, 32(1):142-145.
［41］王庆荣，赵小柠，杨景玉．虚拟应急物流协同体系可靠性分析［J］．统计与决策，2014（5）：39-42． WANG Qingrong, ZHAO Xiaoning, YANG Jingyu.Reliability analysis of virtual emergency logistics collaborative system［J］. Statistics and Decision making, 2014(5):39-42.
［42］朱昌锋，李海军，张玉召，等．虚拟应急物流体系协同的运作机理及耦合性分析［J］．统计与决策，2014（8）：54-56． ZHU Changfeng, LI Haijun, ZHANG Yuzhao,et al. The operation mechanism and coupling analysis of virtual emergency logistics system［J］. Statistics and Decision Making, 2014(8):54-56.
［43］代颖,马祖军,郑斌.突发公共事件应急系统中的模糊多目标定位-路径问题研究［J］.管理评论, 2010, 22(1):121-128. DAI Ying, MA Zujun, ZHENG Bin. Optimal design of integrated logistics networks for manufacturing systems based on hybrid genetic algorithm［J］. Computer Integrated Manufacturing Systems, 2010, 22(1):121-128.
［44］郑斌,马祖军,方涛．应急物流系统中的模糊多目标定位-路径问题研究［J］．系统工程，2009，27（8）：21-25． ZHENG Bin, MA Zujun, FANG Tao. Research on fuzzy multi objective location routing problem in emergency logistics system［J］. Systems Engineering, 2009, 27( 8):21-25．
［45］曾敏刚, 崔增收, 余高辉. 基于应急物流的减灾系统LRP 研究［J］. 中国管理科学, 2010, 18(2):75-80． ZENG Mingang, CUI Zengshou, YU Gaohui. Research on LRP of disaster reduction system based on emergency logistics［J］. Management Science in China, 2010, 18( 2):75-80．
［46］孙华丽，王循庆，薛耀锋．应急定位一路径的模糊机会约束规划模型［J］．统计与决策，2012，7（7）：45-48． SUN Huali, WANG Xunqing, XUE Yaofeng. Fuzzy chance constrained programming model for emergency location and location［J］. Statistics and Decision Making, 2012, 7(7):45-48．
［47］ Y Han, X Guan, L Shi. Optimization based method for supply location selection and routing in large-scale emergency material delivery［J］. IEEE Transactions on Automation Science and Engineering, 2011, 8(4):683-693.

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备注/Memo

备注/Memo:
国家科技支撑项目（2015BAK10B01）
更新日期/Last Update: 2017-08-21