Research on Railway Emergency Risk Decision-Making Method Based on BDN and Multi-agent

被引:0
|
作者
Zhang, Zhenhai [1 ]
Ren, Qian [1 ]
Yin, Xiaozhen [1 ]
机构
[1] Lanzhou Jiaotong Univ, Sch Automat & Elect Engn, Lanzhou, Gansu, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
emergency event; multi-agent; bayesian decision network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the continuous improvement of people's living standards, outbound travel is already a part of people's daily life. Railway is one of the most important ways to travel, and its popularity has increased with the development of high-speed railway, but it also accompanied by a variety of emergencies. When these emergencies occur, it will cause property losses, and even casualties, so how to reduce the risk of decision-making and make the best decision in the face of emergencies is a key issue to be concerned. In this paper, the multi-agent theory is used to describe the main body, and Bayesian Decision Network (BDN) is used to express the relationship between decision-making subject, decision-making and decision-making scheme; Then the optimal decision-making scheme set is determined by the multi-attribute decision-making scheme selection method. Finally, the emergency treatment of bullet trains fire on viaduct is taken as an example to prove the feasibility of the emergency decision-making method proposed in this paper.
引用
收藏
页码:4183 / 4188
页数:6
相关论文
共 50 条
  • [1] Risk mechanisms of large group emergency decision-making based on multi-agent simulation
    Xuanpeng Yin
    Xuanhua Xu
    Xiaohong Chen
    [J]. Natural Hazards, 2020, 103 : 1009 - 1034
  • [2] Risk mechanisms of large group emergency decision-making based on multi-agent simulation
    Yin, Xuanpeng
    Xu, Xuanhua
    Chen, Xiaohong
    [J]. NATURAL HAZARDS, 2020, 103 (01) : 1009 - 1034
  • [3] Study on Emergency Decision-making of Natural Disaster Based on collaboration of Multi-Agent
    Yue, E.
    Zhu, Yeping
    [J]. INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY II, PTS 1-4, 2013, 411-414 : 2684 - 2693
  • [4] Simulation method of crisis decision-making based on multi-agent technology
    Qin, Da-Guo
    Chen, Hao-Guang
    Yin, Jiang-Li
    Li, Zhi
    [J]. Xitong Fangzhen Xuebao / Journal of System Simulation, 2007, 19 (11): : 2559 - 2562
  • [5] Research on Wargame Decision-Making Method Based on Multi-Agent Deep Deterministic Policy Gradient
    Yu, Sheng
    Zhu, Wei
    Wang, Yong
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (07):
  • [6] Research of Decision-making in the Multi-Agent System Based on Interactive Influence Diagrams
    Li, Bo
    Luo, Jian
    Zhuang, Jinfa
    [J]. MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 467-469 : 1947 - +
  • [7] A cooperative jamming decision-making method based on multi-agent reinforcement learning
    Bingchen Cai
    Haoran Li
    Naimin Zhang
    Mingyu Cao
    Han Yu
    [J]. Autonomous Intelligent Systems, 5 (1):
  • [8] Research on Applications of Multi-Agent System Based on Execution Engine in Clinical Decision-Making
    Yan, Zhenzhen
    Xiao, Liang
    Liu, Jianzhou
    Liu, Xing
    Hu, Yumin
    Wei, Qiuju
    Liu, Xusong
    [J]. HEALTH INFORMATION SCIENCE, HIS 2014, 2014, 8423 : 261 - 273
  • [9] Fairness in Multi-Agent Sequential Decision-Making
    Zhang, Chongjie
    Shah, Julie A.
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 27 (NIPS 2014), 2014, 27
  • [10] A hybrid approach to multi-agent decision-making
    Trigo, Paulo
    Coelho, Helder
    [J]. ECAI 2008, PROCEEDINGS, 2008, 178 : 413 - +