Title :
The Research of Highway´s Safety Factors Based on Fuzzy Cluster
Author :
Yu, Dan ; Wu, Yihu ; Yin, Xiaomei
Author_Institution :
Sch. of Traffic Transp. Eng., Changsha Univ. of Sci. & Technol., Changsha, China
Abstract :
The influence factors of freeway are analyzed in the paper according to the followings: drivers, vehicles, freeway and environments. And ICFCM algorithm is advanced to cluster the influence factors of freeway and get the influence level. In which, there are two improved way in ICFCM algorithm in initialize central and clustering effect. The results show that the iterations of ICFCM algorithm is reduced and the results is better than before.
Keywords :
fuzzy set theory; road safety; road traffic; road vehicles; statistical analysis; ICFCM algorithm; drivers; freeway; fuzzy C-means clustering algorithm; fuzzy cluster; highway safety factors; improved co-operation fuzzy clustering algorithm; traffic environment; vehicles; Clustering algorithms; Injuries; Partitioning algorithms; Road accidents; Road safety; Road transportation; Road vehicles; Traffic control; Vehicle driving; Vehicle safety; fuzzy clustering; influence factors; safety; traffic engineering;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location :
Changsha City
Print_ISBN :
978-1-4244-5001-5
Electronic_ISBN :
978-1-4244-5739-7
DOI :
10.1109/ICMTMA.2010.817
