Agent-based models in urban transportation: review, challenges, and opportunities

FF Bastarianto, TO Hancock, CF Choudhury… - European Transport …, 2023 - Springer
Objective This paper aims to provide a comprehensive overview of the current state of agent-
based models, focusing specifically on their application in urban transportation research. It …

[HTML][HTML] Generation of synthetic populations in social simulations: a review of methods and practices

K Chapuis, P Taillandier… - Journal of Artificial …, 2022 - jasss.soc.surrey.ac.uk
With the aim of building realistic model of social systems, designers of agent-based models
tend to incorporate more and more data and this data is of course having an impact on their …

[HTML][HTML] Synthetic population and travel demand for Paris and Île-de-France based on open and publicly available data

S Hörl, M Balac - Transportation Research Part C: Emerging …, 2021 - Elsevier
Synthetic populations of travelers and their detailed mobility behavior are an important basis
for agent-based transport simulations, which are increasingly used in transport planning and …

Predicting the adoption of connected autonomous vehicles: A new approach based on the theory of diffusion of innovations

A Talebian, S Mishra - Transportation Research Part C: Emerging …, 2018 - Elsevier
On the grounds that individuals heavily rely on the information that they receive from their
peers when evaluating adoption of a radical innovation, this paper proposes a new …

A Bayesian network approach for population synthesis

L Sun, A Erath - Transportation Research Part C: Emerging …, 2015 - Elsevier
Agent-based micro-simulation models require a complete list of agents with detailed
demographic/socioeconomic information for the purpose of behavior modeling and …

A synthetic population for agent-based modelling in Canada

M Prédhumeau, E Manley - Scientific Data, 2023 - nature.com
In order to anticipate the impact of local public policies, a synthetic population reflecting the
characteristics of the local population provides a valuable test bed. While synthetic …

[HTML][HTML] Future exposure modelling for risk-informed decision making in urban planning

EY Menteşe, G Cremen, R Gentile, C Galasso… - International journal of …, 2023 - Elsevier
Population increases and related urban expansion are projected to occur in various parts of
the world over the coming decades. These future changes to the urban fabric could …

How to generate micro-agents? A deep generative modeling approach to population synthesis

SS Borysov, J Rich, FC Pereira - Transportation Research Part C …, 2019 - Elsevier
Population synthesis is concerned with the generation of synthetic yet realistic
representations of populations. It is a fundamental problem in the modeling of transportation …

Generating synthetic population for simulating the spatiotemporal dynamics of epidemics

K Zhu, L Yin, K Liu, J Liu, Y Shi, X Li… - PLOS Computational …, 2024 - journals.plos.org
Agent-based models have gained traction in exploring the intricate processes governing the
spread of infectious diseases, particularly due to their proficiency in capturing nonlinear …

Synthetic population generation at disaggregated spatial scales for land use and transportation microsimulation

Y Zhu, J Ferreira Jr - Transportation Research Record, 2014 - journals.sagepub.com
The execution of agent-based microsimulation requires an initial set of agents with detailed
socioeconomic and demographic attributes to support subsequent behavioral and market …