Title :
Impact of Market Penetration of ATIS on Road Network Capacity
Author :
Shan Liangci ; Huang Zhongxiang ; Lu Rong
Author_Institution :
Sch. of Traffic & Transp. Eng., Changsha Univ. of Sci. & Technol., Changsha, China
Abstract :
In order to analyze the impact of the advanced traveler information systems (ATIS) on travelers´ route choice behaviors, a bi-level programming model of road network reserve capacity considering link capacity restraint has been built. In the model, a mixed stochastic traffic assignment has been used to describe network equilibrium flow patterns under different information parameters in the lower model and the basic OD traffic demand multiplier is maximized without exceeding the corresponding link capacity in the upper model. A heuristic algorithm has been established to solve the model. Some numerical studies on a small road network have been presented to demonstrate the impact of different market penetration of ATIS on road network reserve capacity. The results show that network reserve capacity falls with market penetration increasing. Therefore, centralized effect should be evaluated during the implementation process of ATIS.
Keywords :
driver information systems; network theory (graphs); road traffic; stochastic programming; ATIS market penetration; OD traffic demand multiplier; advanced traveler information systems; bi-level programming model; information parameters; link capacity restraint; mixed stochastic traffic assignment; network equilibrium flow patterns; origin-destination traffic; road network capacity; road network reserve capacity; traveler route choice behaviors; Information systems; Numerical models; Programming; Roads; Stochastic processes; Vehicles; advanced traveler information systems (ATIS); bi-level programming; mixed stochastic user equilibrium; road network capacity;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2014 Sixth International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-1-4799-3434-8
DOI :
10.1109/ICMTMA.2014.81