Correlation analysis of day-to-day origin-destination flows and traffic volumes in urban networks

JMF Barroso, JL Albuquerque-Oliveira… - Journal of Transport …, 2020 - Elsevier
The trip patterns on an urban network can be represented by two main variables: origin-
destination flows (OD flows), defined as the number of trips between two locations over a …

Modelling changes in travel behaviour mechanisms through a high-order hidden Markov model

Z Zhu, S Zhu, L Sun, A Mardan - Transportmetrica A: transport …, 2024 - Taylor & Francis
Integrating complicated travel behaviour mechanisms into transportation studies is
necessary for understanding and modelling urban mobility. However, insufficient research …

Asymptotic approximations of transient behaviour for day-to-day traffic models

DP Watling, ML Hazelton - Transportation Research Part B: Methodological, 2018 - Elsevier
We consider a wide class of stochastic process traffic assignment models that capture the
day-to-day evolving interaction between traffic congestion and drivers' information …

Estimating Markov chain mixing times: convergence rate towards equilibrium of a stochastic process traffic assignment model

T Iryo, D Watling, M Hazelton - Transportation science, 2024 - pubsonline.informs.org
Network equilibrium models have been extensively used for decades. The rationale for
using equilibrium as a predictor is essentially that (i) a unique and globally stable …

Modeling day-to-day flow dynamics on degradable transport network

B Gao, R Zhang, X Lou - PloS One, 2016 - journals.plos.org
Stochastic link capacity degradations are common phenomena in transport network which
can cause travel time variations and further can affect travelers' daily route choice behaviors …

On the equivalence between SUE and fixed-point states of day-to-day assignment processes with serially-correlated route choice

PD Site - Networks and Spatial Economics, 2017 - Springer
We propose a new theoretical framework of deterministic processes of traffic assignment
able to include day-to-day correlation of the random terms. According to the prevailing …

Apples versus oranges? Comparing deterministic and stochastic day-to-day traffic assignment models

A Mahmoodjanlou, ML Hazelton… - … B: Transport Dynamics, 2019 - Taylor & Francis
Both stochastic and deterministic models can be used to describe the day-to-day evolution
of traffic flow across a network, and applied for a raft of transport planning and control …

Origin-destination matrix estimation with a conditionally binomial model

P Kuusela, I Norros, J Kilpi, T Räty - European Transport Research Review, 2020 - Springer
A doubly stochastic, conditionally binomial model is proposed to describe volumes of
vehicular origin-destination flows in regular vehicular traffic, such as morning rush hours …