Title :
Reliability in stochastic time-dependent traffic networks with correlated link travel times
Author :
Dong, Wei ; Li, Minyi ; Vo, Quoc Bao ; Vu, Hai L.
Author_Institution :
Swinburne Univ. Centre for Comput. & Eng. Software Syst. (SUCCESS), Melbourne, VIC, Australia
Abstract :
Optimal route selection with reliable expected travel time has been a focus of research in transportation networks where the reliability is subject to many uncertainty factors such as traffic incidents or recurring traffic congestions. In this paper we develop an approximation method to obtain the reliability of a route travel time in a stochastic time-dependent traffic network. The proposed method takes into consideration the probabilistic nature of the travel time on individual links and their spatial correlation between adjacent links of a selected route. Reliability calculations and the accuracy of our approximation are discussed via a simple illustrative example and a larger network.
Keywords :
approximation theory; probability; reliability; road traffic; stochastic processes; approximation method; expected travel time reliability; link travel times correlation; optimal route selection; route travel time; stochastic time-dependent traffic networks; traffic congestions; traffic incidents; Approximation methods; Correlation; Joints; Reliability; Standards; Time measurement; Vehicles;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
DOI :
10.1109/ITSC.2012.6338646