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

Volume

3

fYear

2010

fDate

13-14 March 2010

Firstpage

966

Lastpage

970

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/ICMTMA.2010.817

Filename

5458526