Maximizing the probability of arriving on time: A practical q-learning method

Z Cao, H Guo, J Zhang, F Oliehoek… - Proceedings of the AAAI …, 2017 - ojs.aaai.org
The stochastic shortest path problem is of crucial importance for the development of
sustainable transportation systems. Existing methods based on the probability tail model …

How do users choose their routes in public transport? The effect of individual profile and contextual factors

E Grison, JM Burkhardt, V Gyselinck - Transportation Research Part F …, 2017 - Elsevier
The aim of the present study was to better understand how public transport users make their
choice of route, in order to favor the use of public transport (henceforth PT) in large cities …

An advanced traveler navigation system adapted to route choice preferences of the individual users

M Amirgholy, N Golshani, C Schneider… - International Journal of …, 2017 - Elsevier
The majority of existing navigation systems only account for a single aspect of the route
choice, like travel time or distance, in finding the optimal route for the trips in the network. In …

Dynamic analysis of holiday travel behaviour with integrated multimodal travel information usage: A life-oriented approach

B Wang, C Shao, X Ji - Transportation Research Part A: Policy and Practice, 2017 - Elsevier
Abstract The Integrated Multimodal Travel Information (IMTI) plays an important role in the
evolution process of holiday travel behaviour, which is seldom investigated. To fill this gap …

Investigating urban route choice as a conflict between waiting at traffic lights and additional travel time

M Ringhand, M Vollrath - Transportation research procedia, 2017 - Elsevier
The aim of this study was to analyze urban route choice as a conflict between waiting at
traffic lights on a main route and additional travel time when using an alternative route. The …

Exploration of day-to-day route choice models by a virtual experiment

H Ye, F Xiao, H Yang - Transportation research procedia, 2017 - Elsevier
This paper examines existing day-to-day models based on a virtual day-to-day route choice
experiment using the latest mobile internet techniques. With the realized day-to-day path …

Comparing paradigms for strategy learning of route choice with traffic information under uncertainty

TY Ma, R Di Pace - Expert Systems with Applications, 2017 - Elsevier
This paper aims to model the traveller's day-to-day route choice in the case of an Advanced
Traveller Information System (ATIS) through two learning paradigms: reinforcement-based …

The effect of connected vehicle environment on global travel efficiency and its optimal penetration rate

R Dai, Y Lu, C Ding, G Lu - Journal of Advanced Transportation, 2017 - Wiley Online Library
The effect of connected vehicle environment on the transportation systems and the
relationship between the penetration rate of connected vehicle and its efficiency are …

The impact of travelers' rationality degree heterogeneity in the Advanced Traveler Information System on the network traffic flow evolution

J Wang, S Li - Simulation, 2017 - journals.sagepub.com
The interplay between traffic information, which is normally distributed by the Advanced
Traveler Information System (ATIS) and travelers' decision behaviors, is prone to lead to …

Advanced traveler information system using COCOMO and ECOMO

M Chaturvedi, S Srivastava - 2017 IEEE Region 10 Symposium …, 2017 - ieeexplore.ieee.org
In the earlier work [1]-[2], an Intelligent Transportation System (ITS) was designed using
cellular network, GPS probes and limited ITS infrastructure for real time vehicular speed …