考虑设施中断情景的震后救援初期应急物流网络优化设计

doi:10.12005/orms.2020.0150

运筹与管理 ›› 2020, Vol. 29 ›› Issue (6): 107-112.DOI: 10.12005/orms.2020.0150

考虑设施中断情景的震后救援初期应急物流网络优化设计

周愉峰^1,2, 陈娜¹, 李志¹, 龚英³

1.重庆工商大学重庆市发展信息管理工程技术研究中心,重庆 400067;
2.南京航空航天大学管理科学与工程博士后流动站,江苏南京 211106;
3.重庆工商大学商务策划学院,重庆 400067

收稿日期:2018-09-29 出版日期:2020-06-25
作者简介:周愉峰(1984-),男,湖南双峰人,博士,副教授,硕士生导师,研究方向:应急物流与应急管理,物流系统优化。陈娜(1992-),女,重庆长寿人,硕士,研究方向:物流系统优化;李志(1965-),男,重庆人,硕士,教授,硕士生导师,研究方向:物流信息化;龚英(1968-),女,重庆人,硕士,教授,硕士生导师,研究方向:物流与供应链管理。
基金资助:
国家自然科学基金项目(71702015,71602014);教育部人文社会科学研究项目(17YJC630229,16YJAZH012);中国博士后科学基金(2017M611810); 重庆市教委科学技术研究项目(KJQN201900812); 重庆工商大学科研平台开放课题(KFJJ2018079);重庆市教委人文社会科学研究项目(18SKGH063)

Optimization Design of Emergency Logistics Network Considering Facility Disruption Scenarios during the Early Stage of Post-Earthquake Relief

ZHOU Yu-feng^1,2, CHEN Na¹, LI Zhi¹, GONG Ying³

1. Chongqing Engineering Technology Research Center for Information Management in Development, Chongqing Technology and Business University, Chongqing 400067,China;
2. Postdoctoral Research Station of Management Science and Engineering, Nanjing University of Aeronautics & Astronautics, Nanjing 211106,China;
3. College of Business Planning, Chongqing Technology and Business University, Chongqing 400067,China

Received:2018-09-29 Online:2020-06-25

摘要/Abstract

摘要： 在震后救援初期,构建合理的应急物流网络,对于快速有效供应应急物资、减轻灾情具有重大价值。在传统可靠性选址问题与应急设施选址-分配问题的基础上,考虑震后救援初期的阶段性特征、设施中断情景、多品种模糊需求、设施能力限制等因素,建立了一个适用于震后救援初期的应急设施选址-分配模型。通过三角模糊数的期望值公式将模糊需求去模糊化。在此基础上,考虑模型特点,设计了一种整数编码的混合遗传算法。最后,以5·12汶川地震为背景,构造算例进行数值仿真。验证了所提模型和算法。结果表明:考虑设施中断情景后,即使系统中的部分设施失效,整个网络仍能较好运行,且优化结果更具可靠性和稳健性。

关键词: 选址-分配问题, 设施中断, 地震灾害, 遗传算法

Abstract: Building a reasonable emergency logistics network at the early stage of post-earthquake relief is significant to effectively provide emergency supplies and relieve disaster. We define the problem as an emergency facility location-allocation problem(FLAP). Firstly, an emergency FLAP model for post-earthquake early stage rescue is proposed based on traditional reliable facility location problem(RFLP)model and emergency facility location problem(FLP)model. The goal is to minimize the maximum delivery time under any scenario. Then, the stage characteristics, facility disruption scenarios, fuzzy requirements, facility capacity constraints and other factors are considered into the LAP model simultaneously. The expected value formula of triangular fuzzy numbers is applied to remove fuzziness. In addition, a hybrid genetic algorithm(GA)with integer coding is designed to solve the model according to the characteristics of the model. Finally, an example is given to validate the effectiveness of the model and algorithm with the background of “5·12 WenChuan earthquake”.

Key words: location-allocation problem, facility disruption, earthquake disaster, genetic algorithm

中图分类号:

C931
O221

周愉峰, 陈娜, 李志, 龚英. 考虑设施中断情景的震后救援初期应急物流网络优化设计[J]. 运筹与管理, 2020, 29(6): 107-112.

ZHOU Yu-feng, CHEN Na, LI Zhi, GONG Ying. Optimization Design of Emergency Logistics Network Considering Facility Disruption Scenarios during the Early Stage of Post-Earthquake Relief[J]. Operations Research and Management Science, 2020, 29(6): 107-112.

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考虑设施中断情景的震后救援初期应急物流网络优化设计

Optimization Design of Emergency Logistics Network Considering Facility Disruption Scenarios during the Early Stage of Post-Earthquake Relief

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