Multi-Signal Cooperative Decision for Emergency Management Inspired by Immune System

被引:3
作者
Hu, Zhi-Hua [1 ]
机构
[1] Shanghai Maritime Univ, Logist Res Ctr, Shanghai 200135, Peoples R China
基金
中国国家自然科学基金;
关键词
Emergency management; Immune intelligence; Danger theory; Multi-signal decision; Emergency decision;
D O I
10.4304/jcp.5.9.1410-1416
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Various disasters with serious results are reported and happen around our lives. Most of them are unconventional contingency events that are difficult to be detected and discriminated. Emergency management is an important activity dealing with the contingent events. For the uncertainty, imperfect, stochastic, fuzzy and disturbed environments and the unrecognized characteristics of the events, it is hard to make the urgent decision in the context of emergency management. Inspired by the higher efficiency and special structure of immune system dealing with the pathogens, a multi-signal decision model is proposed to model the decision process in emergency management. A series of decision models and flow are designed to consider the context of emergency management. A framework of decision support system is designed to incorporate the multi-signal decision model for practical emergency management. However, in the model and the framework, some valuable directions are raised and are being studied under the way.
引用
收藏
页码:1410 / 1416
页数:7
相关论文
共 32 条
  • [1] A two-stage stochastic programming framework for transportation planning in disaster response
    Barbarosoglu, G
    Arda, Y
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2004, 55 (01) : 43 - 53
  • [2] Immune K-means and negative selection algorithms for data analysis
    Bereta, Michal
    Burczynski, Tadeusz
    [J]. INFORMATION SCIENCES, 2009, 179 (10) : 1407 - 1425
  • [3] A scenario planning approach for the flood emergency logistics preparation problem under uncertainty
    Chang, Mei-Shiang
    Tseng, Ya-Ling
    Chen, Jing-Wen
    [J]. TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2007, 43 (06) : 737 - 754
  • [4] Multiobjective path finding in stochastic dynamic networks, with application to routing hazardous materials shipments
    Chang, TS
    Nozick, LK
    Turnquist, MA
    [J]. TRANSPORTATION SCIENCE, 2005, 39 (03) : 383 - 399
  • [5] An antibody network inspired evolutionary framework for distributed object computing
    Ding, Yong-Sheng
    Hu, Zhi-Hua
    Sun, Hong-Bin
    [J]. INFORMATION SCIENCES, 2008, 178 (24) : 4619 - 4631
  • [6] Hu Z.-H., 2009, EUROPEAN J OPERATION
  • [7] Hu Z.-H., 2009, J PARALLEL DISTRIBUT
  • [8] An interactive co-evolutionary CAD system for garment pattern design
    Hu, Zhi-Hua
    Ding, Yong-Sheng
    Zhang, Wen-Bin
    Yan, Qiao
    [J]. COMPUTER-AIDED DESIGN, 2008, 40 (12) : 1094 - 1104
  • [9] Immune co-evolutionary algorithm based partition balancing optimization for tobacco distribution system
    Hu, Zhihua
    Ding, Yongsheng
    Shao, Qing
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (03) : 5248 - 5255
  • [10] Artificial immune algorithm for IIR filter design
    Kalinli, A
    Karaboga, N
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2005, 18 (08) : 919 - 929