• DocumentCode
    238940
  • Title

    Multi-objective optimization model based on steady degree for teaching building evacuation

  • Author

    Pengfei Duan ; Shengwu Xiong ; Zhongbo Hu ; Qiong Chen ; Xinlu Zong

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Wuhan Univ. of Technol., Wuhan, China
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    924
  • Lastpage
    929
  • Abstract
    In this paper, the process of evacuation in teaching building is considered. The concept of steady degree based on cellular automata and potential field is introduced and it can describe the behavior tendency of evacuees during the evacuation process. With the help of steady degree, the model simulates the indoor evacuation behavior. To reduce the congestion and evacuation time, a multi-objective optimization model considering steady degree and evacuation clearance time is proposed. Finally, an experiment in the Teaching Building No.1 of Wuhan University of Technology is carried out. The results show that this model can reduce the clearance time of emergency evacuation in teaching building compared to other models.
  • Keywords
    optimisation; teaching; Wuhan University of Technology; cellular automata; multiobjective optimization model; potential field; teaching building evacuation; Automata; Buildings; Computational modeling; Educational institutions; Optimization; Planning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2014 IEEE Congress on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-6626-4
  • Type

    conf

  • DOI
    10.1109/CEC.2014.6900405
  • Filename
    6900405