Post-disaster multi-period road network repair: work scheduling and relief logistics optimization

被引:0
|
作者
Shuanglin Li
Kok Lay Teo
机构
[1] Hunan Normal University,Business School
[2] Curtin University,School of Electrical Engineering, Computing and Mathematical Science
[3] Tianjin University of Finance and Economics,Coordinated Innovation Center for Computable Modeling in Management Science
来源
关键词
Natural disasters; Road network repair work scheduling; Relief logistics; Bi-level programming; Maximum relative satisfaction degree; Steady-state parallel genetic algorithm; Wenchuan earthquake;
D O I
暂无
中图分类号
学科分类号
摘要
We develop a multi-period bi-level programming model for the post-disaster road network repair work scheduling and relief logistics problem. A maximum relative satisfaction degree-based steady-state parallel genetic algorithm is designed to solve this model. In order to validate and test the effectiveness of the presented mathematical model and method, we use a network generator to create numerical examples with different scales and characteristics of road network. Our numerical analysis of the solutions shows that the proposed mathematical model and method can effectively assist the decision-makers to deal with the road network repair work scheduling and relief logistics optimization problem during the emergency response phase. This mathematical model and the approach being developed are applied to deal with the case of Wenchuan earthquake in China. The results show that the required CPU time is short enough such that it meets the time limitation in the emergency response phase, and the strategy of road network repair scheduling will allow repair of the damaged roads to be completed before the end of the planning time horizon by 14.93%. Furthermore, the strategy of relief logistics can provide an efficient relief allocation and transportation path.
引用
收藏
页码:1345 / 1385
页数:40
相关论文
共 50 条
  • [1] Post-disaster multi-period road network repair: work scheduling and relief logistics optimization
    Li, Shuanglin
    Teo, Kok Lay
    ANNALS OF OPERATIONS RESEARCH, 2019, 283 (1-2) : 1345 - 1385
  • [2] Joint optimization of scheduling and routing in post-disaster road network repair considering multi-crew cooperation
    Tan, Xiao-Yan
    Mao, Xin-Hua
    Zhou, Ji-Biao
    Xu, Ting
    Kongzhi yu Juece/Control and Decision, 2024, 39 (12): : 4151 - 4159
  • [3] A fuzzy bi-level optimization model for multi-period post-disaster relief distribution in sustainable humanitarian supply chains
    Cao, Cejun
    Liu, Yang
    Tang, Ou
    Gao, Xuehong
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 235
  • [4] Connecting a population dynamic model with a multi-period location-allocation problem for post-disaster relief operations
    Duhamel, Christophe
    Santos, Andrea Cynthia
    Brasil, Daniel
    Chatelet, Eric
    Birregah, Babiga
    ANNALS OF OPERATIONS RESEARCH, 2016, 247 (02) : 693 - 713
  • [5] Connecting a population dynamic model with a multi-period location-allocation problem for post-disaster relief operations
    Christophe Duhamel
    Andréa Cynthia Santos
    Daniel Brasil
    Eric Châtelet
    Babiga Birregah
    Annals of Operations Research, 2016, 247 : 693 - 713
  • [6] Restoration Scheduling for Post-disaster Road Networks Based on Resilience Optimization
    Mao X.-H.
    Wang J.-W.
    Yuan C.-W.
    Zhang R.-J.
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2022, 35 (06): : 289 - 298
  • [7] Coordination optimization of post-disaster transportation network repair and rescue
    Qin, Jin
    Yang, Kang
    Xu, Jiulong
    Chen, Xuewei
    Journal of Railway Science and Engineering, 2022, 19 (05) : 1206 - 1214
  • [8] Optimization of a Traffic Control Scheme for a Post-Disaster Urban Road Network
    Shao, Zengzhen
    Ma, Zujun
    Liu, Shulei
    Lv, Tongshuang
    SUSTAINABILITY, 2018, 10 (01)
  • [9] Dynamic multi-objective optimization for multi-period emergency logistics network
    Wang, Yadong
    Shi, Quan
    Hu, Qiwei
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2019, 37 (06) : 8471 - 8481
  • [10] Integrated System Design for Post-Disaster Management: Multi-Facility, Multi-Period, and Bi-Objective Optimization Approach
    Song, Byung Duk
    Jun, Sungbum
    Lee, Seokcheon
    SYSTEMS, 2024, 12 (03):