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
Link To Document