• DocumentCode
    477960
  • Title

    Risk Evaluation of Urban Fire Based on Alternative Projection Algorithm and EM Algorithm

  • Author

    Ding, Qian ; Tong, Qiaoling ; Tong, Hengqing

  • Author_Institution
    Sch. of Urban, Wuhan Univ., Wuhan
  • Volume
    4
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    477
  • Lastpage
    481
  • Abstract
    Evaluation index system is necessary for the urban fire risk assessment. According to the actual situation, this paper established the fire risk possibility and seriousness evaluation index system which laid the foundation for fire risk assessment. At the same time a special summary of indexes, where the summary coefficient is calculated in accordance with samples instead of the prior designated, is discussed. The least squares estimation of the model is given by the interactive projection algorithm between the convex set and the maximum likelihood estimation is made by using EM algorithm, so as to provides a new analysis method for urban fire risk evaluation index system.
  • Keywords
    disasters; emergency services; expectation-maximisation algorithm; fires; risk management; EM algorithm; alternative projection algorithm; evaluation index system; risk evaluation; urban fire risk assessment; Algorithm design and analysis; Artificial neural networks; Fires; Fuzzy systems; Least squares approximation; Mathematics; Projection algorithms; Risk analysis; Risk management; Safety;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
  • Conference_Location
    Jinan Shandong
  • Print_ISBN
    978-0-7695-3305-6
  • Type

    conf

  • DOI
    10.1109/FSKD.2008.367
  • Filename
    4666432