Camp Location Selection in Humanitarian Logistics: A Multiobjective Simulation Optimization Approach

被引:1
|
作者
Xue, Yani [1 ]
Li, Miqing [2 ]
Arabnejad, Hamid [1 ]
Suleimenova, Diana [1 ]
Jahani, Alireza [1 ]
Geiger, Bernhard C. [3 ]
Wang, Zidong [1 ]
Liu, Xiaohui [1 ]
Groen, Derek [1 ]
机构
[1] Brunel Univ London, Dept Comp Sci, London, England
[2] Univ Birmingham, Sch Comp Sci, Birmingham, W Midlands, England
[3] Know Ctr GmbH, Graz, Austria
来源
关键词
Facility location problem; Multiobjective optimization; Simulation; Evolutionary algorithms; MODEL;
D O I
10.1007/978-3-031-08757-8_42
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the context of humanitarian support for forcibly displaced persons, camps play an important role in protecting people and ensuring their survival and health. A challenge in this regard is to find optimal locations for establishing a new asylum-seeker/unrecognized refugee or IDPs (internally displaced persons) camp. In this paper we formulate this problem as an instantiation of the well-known facility location problem (FLP) with three objectives to be optimized. In particular, we show that AI techniques and migration simulations can be used to provide decision support on camp placement.
引用
收藏
页码:497 / 504
页数:8
相关论文
共 50 条
  • [21] MODELLING AND SIMULATION IN THE ENVIRONMENT OF LOGISTICS OF HUMANITARIAN OPERATIONS
    Vogal, Lukas
    Pecina, Miroslav
    BUSINESS LOGISTICS IN MODERN MANAGEMENT, 2019, : 493 - 502
  • [22] The efficiency, equity and effectiveness of location strategies in humanitarian logistics: A robust chance-constrained approach
    Liu, Kanglin
    Zhang, Hengliang
    Zhang, Zhi-Hai
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2021, 156 (156)
  • [23] A multi-objective optimization model for shelter location-allocation in response to humanitarian relief logistics
    Praneetpholkrang, Panchalee
    Van Nam Huynh
    Kanjanawattana, Sarunya
    ASIAN JOURNAL OF SHIPPING AND LOGISTICS, 2021, 37 (02): : 149 - 156
  • [24] Bi-objective Optimization Model for Determining Shelter Location-allocation in Humanitarian Relief Logistics
    Praneetpholkrang, Panchalee
    Van Nam Huynh
    Kanjanawattana, Sarunya
    PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON OPERATIONS RESEARCH AND ENTERPRISE SYSTEMS (ICORES), 2021, : 387 - 393
  • [25] Logistics Center Location Selection Based on the Algorithm of Hybrid Particle Swarm Optimization
    Zhi Jun
    Liu Jian-yong
    Wang Wei
    Wu Hai-ping
    Gao Jie
    ADVANCED MEASUREMENT AND TEST, PARTS 1 AND 2, 2010, 439-440 : 429 - 433
  • [26] Location Selection of Multiple Logistics Distribution Center Based on Particle Swarm Optimization
    Zeng, Qingyu
    Li, Chengqi
    Wu, Xiangbiao
    Long, Shengjie
    Zhang, Zhuanzhou
    Liu, Rui
    Huang, Tao
    Liu, Yanmin
    INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2016, PT I, 2016, 9771 : 651 - 658
  • [27] A Multiobjective Evolutionary Approach for Integration of Location-Inventory and Vendor Selection Decisions
    Hsieh, Chia-Lin
    2011 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2011, : 284 - 288
  • [28] On multiobjective selection for multimodal optimization
    Wessing, Simon
    Preuss, Mike
    COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2016, 63 (03) : 875 - 902
  • [29] On multiobjective selection for multimodal optimization
    Simon Wessing
    Mike Preuss
    Computational Optimization and Applications, 2016, 63 : 875 - 902
  • [30] Distribution Center Location Selection in Humanitarian Logistics Using Hybrid BWM-ARAS: A Case Study in Turkiye
    Erden, Caner
    Ates, Cagdas
    Esen, Sinan
    JOURNAL OF HOMELAND SECURITY AND EMERGENCY MANAGEMENT, 2024, 21 (03) : 383 - 415