TY - JOUR
A2 - Comi, Antonio
AU - Uchida, Kenetsu
AU - Kato, Teppei
PY - 2017
DA - 2017/11/26
TI - A Simplified Network Model for Travel Time Reliability Analysis in a Road Network
SP - 4941535
VL - 2017
AB - This paper proposes a simplified network model which analyzes travel time reliability in a road network. A risk-averse driver is assumed in the simplified model. The risk-averse driver chooses a path by taking into account both a path travel time variance and a mean path travel time. The uncertainty addressed in this model is that of traffic flows (i.e., stochastic demand flows). In the simplified network model, the path travel time variance is not calculated by considering all travel time covariance between two links in the network. The path travel time variance is calculated by considering all travel time covariance between two adjacent links in the network. Numerical experiments are carried out to illustrate the applicability and validity of the proposed model. The experiments introduce the path choice behavior of a risk-neutral driver and several types of risk-averse drivers. It is shown that the mean link flows calculated by introducing the risk-neutral driver differ as a whole from those calculated by introducing several types of risk-averse drivers. It is also shown that the mean link flows calculated by the simplified network model are almost the same as the flows calculated by using the exact path travel time variance.
SN - 0197-6729
UR - https://doi.org/10.1155/2017/4941535
DO - 10.1155/2017/4941535
JF - Journal of Advanced Transportation
PB - Hindawi
KW -
ER -