OPTIMIZING SEARCH AND RESCUE PERSONNEL ALLOCATION IN DISASTER EMERGENCY RESPONSE USING FUZZY LOGIC

被引:10
|
作者
Berawi, Mohammed Ali [1 ,2 ]
Leviakangas, Pekka [3 ]
Muhammad, Fadhi [1 ,2 ]
Sari, Mustika [1 ,2 ]
Gunawan [1 ,2 ]
Yatmo, Yandi Andri [2 ]
Suryanegara, Muhammad [2 ]
机构
[1] Univ Indonesia, Fac Engn, Dept Civil Engn, Kampus UI Depok, Depok 16424, Indonesia
[2] Univ Indonesia, Fac Engn, Ctr Sustainable Infrastruct Dev, Kampus UI Depok, Depok 16424, Indonesia
[3] Univ Oulu, Ind Engn & Management, Fac Technol, FIN-90570 Oulu, Finland
关键词
Decision tree; Disaster management; Fuzzy expert system; Search and rescue; COMMUNICATION TECHNOLOGY; INFORMATION; RESOURCES;
D O I
10.14716/ijtech.v10i7.3709
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Several models have been developed to facilitate decision-making in disaster management, especially in relation to emergency resource allocations. These models are required in order for search and rescue personnel to operate efficiently. However, in Indonesia, in general, technology has not been used to help make decisions during the response phase; rather, these decisions are still made subjectively. This paper presents a decision-making model that helps search and rescue teams determine the number of personnel to deploy. Therefore, it streamlines the allocation of personnel in a search area, and it determines the number of personnel that are needed based on the area, population density, equipment, and the number of high buildings. Then, those variables are processed using a fuzzy expert system and a decision tree. The data and knowledge acquired as a reference were obtained from disaster management experts as well as experienced practitioners in the field of Search and Rescue.
引用
收藏
页码:1416 / 1426
页数:11
相关论文
共 50 条
  • [21] Multiperiod Optimal Allocation of Emergency Resources in Support of Cross-Regional Disaster Sustainable Rescue
    Wang, Yanyan
    INTERNATIONAL JOURNAL OF DISASTER RISK SCIENCE, 2021, 12 (03) : 394 - 409
  • [22] Multiperiod Optimal Allocation of Emergency Resources in Support of Cross-Regional Disaster Sustainable Rescue
    Yanyan Wang
    InternationalJournalofDisasterRiskScience, 2021, 12 (03) : 394 - 409
  • [23] CPU and memory allocation optimization using fuzzy logic
    Zalevsky, Z
    Gur, E
    Mendlovic, D
    APPLICATIONS AND SCIENCE OF NEURAL NETWORKS, FUZZY SYSTEMS, AND EVOLUTIONARY COMPUTATION V, 2002, 4787 : 259 - 266
  • [24] Search and Rescue Using Multiple Drones in Post-Disaster Situation
    Cui, Jin Q.
    Phang, Swee King
    Ang, Kevin Z. Y.
    Wang, Fei
    Dong, Xiangxu
    Ke, Yijie
    Lai, Shupeng
    Li, Kun
    Li, Xiang
    Lin, Jing
    Liu, Peidong
    Pang, Tao
    Wang, Kangli
    Yang, Zhaolin
    Lin, Feng
    Chen, Ben M.
    UNMANNED SYSTEMS, 2016, 4 (01) : 83 - 96
  • [25] A Disaster Information Gathering System Design Using Fuzzy Logic
    Tsuchiya, Gaku
    Ikeda, Makoto
    Elmazi, Donald
    Barolli, Leonard
    Kulla, Elis
    ADVANCES ON BROAD-BAND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, BWCCA-2017, 2018, 12 : 854 - 861
  • [26] Integrating Advanced Harmony Search with Fuzzy Logic for Solving Buffer Allocation Problems
    Mistarihi, Mahmoud Z.
    Okour, Rasha A.
    Magableh, Ghazi M.
    Salameh, Haythem Bany
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2020, 45 (04) : 3233 - 3244
  • [27] Integrating Advanced Harmony Search with Fuzzy Logic for Solving Buffer Allocation Problems
    Mahmoud Z. Mistarihi
    Rasha A. Okour
    Ghazi M. Magableh
    Haythem Bany Salameh
    Arabian Journal for Science and Engineering, 2020, 45 : 3233 - 3244
  • [28] Efficient multi-objective tabu search for emergency equipment maintenance scheduling in disaster rescue
    Zheng, Yujun
    Chen, Shengyong
    Ling, Haifeng
    OPTIMIZATION LETTERS, 2013, 7 (01) : 89 - 100
  • [29] Efficient multi-objective tabu search for emergency equipment maintenance scheduling in disaster rescue
    Yujun Zheng
    Shengyong Chen
    Haifeng Ling
    Optimization Letters, 2013, 7 : 89 - 100
  • [30] Image database search using fuzzy and quantum logic
    Schmitt, Ingo
    Nuernberger, Andreas
    2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4, 2007, : 2064 - +