Travel time reliability in transportation networks: A review of methodological developments

Z Zang, X Xu, K Qu, R Chen, A Chen - Transportation Research Part C …, 2022 - Elsevier
The unavoidable travel time variability in transportation networks, resulted from the
widespread supply-side and demand-side uncertainties, makes travel time reliability (TTR) …

[HTML][HTML] A fundamental diagram based hybrid framework for traffic flow estimation and prediction by combining a Markovian model with deep learning

YA Pan, J Guo, Y Chen, Q Cheng, W Li, Y Liu - Expert Systems with …, 2024 - Elsevier
Accurate traffic congestion estimation and prediction are critical building blocks for smart trip
planning and rerouting decisions in transportation systems. Over the decades, there have …

A reliability-based stochastic traffic assignment model for network with multiple user classes under uncertainty in demand

H Shao, WHK Lam, ML Tam - Networks and Spatial Economics, 2006 - Springer
This paper presents a novel reliability-based stochastic user equilibrium traffic assignment
model in view of the day-to-day demand fluctuations for multi-class transportation networks …

Travel time estimation on a freeway using Discrete Time Markov Chains

J Yeon, L Elefteriadou, S Lawphongpanich - Transportation Research Part …, 2008 - Elsevier
Travel time is widely recognized as an important performance measure for assessing
highway operating conditions. There are two methods for obtaining travel time: direct …

Stochastic modeling of the equilibrium speed–density relationship

H Wang, D Ni, QY Chen, J Li - Journal of advanced …, 2013 - Wiley Online Library
As the graphical and mathematical representation of relationships among traffic flow, speed,
and density, the fundamental diagram has been the foundation of traffic flow theory and …

Vehicle routing with stochastic time-dependent travel times

C Lecluyse, T Van Woensel, H Peremans - 4or, 2009 - Springer
Assigning and scheduling vehicle routes in a stochastic time-dependent environment is a
crucial management problem. The assumption that in a real-life environment everything …

Solving the stochastic time-dependent orienteering problem with time windows

C Verbeeck, P Vansteenwegen, EH Aghezzaf - European Journal of …, 2016 - Elsevier
This paper introduces the stochastic time-dependent orienteering problem with time
windows. The orienteering problem occurs in logistic situations where an optimal …

Forecasting journey time distribution with consideration to abnormal traffic conditions

RX Zhong, JC Luo, HX Cai, A Sumalee, FF Yuan… - … Research Part C …, 2017 - Elsevier
Travel time is an important index for managers to evaluate the performance of transportation
systems and an intuitive measure for travelers to choose routes and departure times. An …

[HTML][HTML] A framework for efficient dynamic routing under stochastically varying conditions

N Levering, M Boon, M Mandjes… - … research part B …, 2022 - Elsevier
Despite measures to reduce congestion, occurrences of both recurrent and non-recurrent
congestion cause large delays in road networks with important economic implications …

Dynamic stochastic journey time estimation and reliability analysis using stochastic cell transmission model: Algorithm and case studies

A Sumalee, T Pan, R Zhong, N Uno… - … Research Part C …, 2013 - Elsevier
This paper proposes a framework for evaluating the distributions of stochastic dynamic link
travel time and journey time as well as assessing the journey time reliability. Due to the …