Title :
The Road Safety Prediction Model Based on the Fuzzy Linear Regression
Author :
Bin, Chen ; Yong, Luo
Author_Institution :
Vocational & Tech. Coll. of Commun., Chengdu, China
Abstract :
The number of death and injury in the traffic accident is continue increasing year by year in China, which brings a great lost for social economy. In this paper we mainly studied on the data of traffic accident and follow volume in a certain section of road. And based on the theory of fuzzy mathematics and linear regulation to construct the fuzzy linear regression prediction model, and make an evaluation for the model. Finally, making a fuzzy predict for the accident number in 2010, and provide the scientific evidence for the road security reconstruction.
Keywords :
forecasting theory; fuzzy set theory; regression analysis; road safety; road traffic; security; death; fuzzy linear regression prediction model; fuzzy mathematics; injury; linear regulation; road safety prediction model; road security reconstruction; social economy; traffic accident; Belts; Electronic mail; Equations; Fuzzy systems; Linear regression; Mathematical model; Predictive models; Road accidents; Road safety; Road transportation; accident; fuzzy; predict; regression;
Conference_Titel :
Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3645-3
DOI :
10.1109/CINC.2009.235
