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Agent-based models in urban transportation: review, challenges, and opportunities
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 …
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
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 …
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
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 …
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
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 …
peers when evaluating adoption of a radical innovation, this paper proposes a new …
A Bayesian network approach for population synthesis
Agent-based micro-simulation models require a complete list of agents with detailed
demographic/socioeconomic information for the purpose of behavior modeling and …
demographic/socioeconomic information for the purpose of behavior modeling and …
A synthetic population for agent-based modelling in Canada
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 …
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
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 …
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
Population synthesis is concerned with the generation of synthetic yet realistic
representations of populations. It is a fundamental problem in the modeling of transportation …
representations of populations. It is a fundamental problem in the modeling of transportation …
Generating synthetic population for simulating the spatiotemporal dynamics of epidemics
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 …
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
The execution of agent-based microsimulation requires an initial set of agents with detailed
socioeconomic and demographic attributes to support subsequent behavioral and market …
socioeconomic and demographic attributes to support subsequent behavioral and market …