Title :
Prediction for the evolution of passenger structure within comprehensive transportation corridor based on Markov process
Author :
Dong, Wang ; Yanhong, Li ; Xiaonian, Sun
Author_Institution :
China Acad. of Transp. Sci., Beijing, China
Abstract :
The key of future comprehensive transport corridor´s development is to establish an integrated passenger transport system, in which all resources are allocated rationally and the overall system effect is emphasized. While the overall effect depends largely on the structure of comprehensive transport system. Firstly, this paper makes an analysis and study for the affecting factors and mechanism of passenger structure evolution within comprehensive transportation corridor. Then it builds a model of passenger structure evolution based on Markov process and calibrates its parameters. Finally it makes an empirical study within Beijing-Shanghai corridor and verifies the feasibility and effectiveness of this model, which has achieved dynamic prediction of passenger structure evolution trend and direction, and improves theoretical system of passenger structure optimization at the same time.
Keywords :
Markov processes; road traffic; transportation; Beijing-Shanghai corridor; Markov process; comprehensive transportation corridor; integrated passenger transport system; passenger structure evolution dynamic prediction; passenger structure optimization; road transport system; traffic flow; Accuracy; Analytical models; Economics; Markov processes; Periodic structures; Predictive models; Transportation; Comprehensive Transportation Corridor; Least square method; Markov process; Orthogonal test; Passenger structure; Prediction;
Conference_Titel :
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4577-1700-0
DOI :
10.1109/TMEE.2011.6199535