DocumentCode :
3255996
Title :
Research on loss of life of dam failure based on rough set theory
Author :
Liu Jiang-chuan ; Li Da-ming
Author_Institution :
Sch. of Civil Eng., Tianjin Univ., Tianjin, China
fYear :
2011
fDate :
22-24 April 2011
Firstpage :
601
Lastpage :
604
Abstract :
Loss of life of dam failure are affected by several factors, such as population at risk, severity degree, warning time, and understanding degree, while how to judge these factors is a hot and problem to the present study of loss of life. A newly developed mathematical approach, i.e., the rough set theory, is used to research loss of life of dam failure considering the influence of data uncertainty. On the basis of practical examples and by use of rough set theory, a complete procedure including modeling of loss of life, reduct of attributes and decision rules is presented. The model is used to acquire the fastest information fusion algorithm to extract decision rules, which of great significance for evaluation of loss of life of dam failure, human property security and steady development of economy.
Keywords :
dams; failure (mechanical); rough set theory; dam failure; decision rule extraction; economy development; human property security; information fusion algorithm; loss-of-life modelling; mathematical approach; population-at-risk factor; rough set theory; severity degree; understanding degree; warning time; Approximation methods; Data mining; Educational institutions; Floods; Reservoirs; Set theory; dam failure; loss of life; rough set theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electric Technology and Civil Engineering (ICETCE), 2011 International Conference on
Conference_Location :
Lushan
Print_ISBN :
978-1-4577-0289-1
Type :
conf
DOI :
10.1109/ICETCE.2011.5776194
Filename :
5776194
Link To Document :
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