A primer for agent-based simulation and modeling in transportation applications
Agent-based modeling and simulation (ABMS) methods have been applied in a spectrum of
research domains. This primer focuses on ABMS in the transportation interdisciplinary …
research domains. This primer focuses on ABMS in the transportation interdisciplinary …
POLARIS: Agent-based modeling framework development and implementation for integrated travel demand and network and operations simulations
This paper discusses the development of an agent-based modeling software development
kit, and the implementation and validation of a model using it that integrates dynamic …
kit, and the implementation and validation of a model using it that integrates dynamic …
Analysis of telecommuting behavior and impacts on travel demand and the environment
The discussion of whether, and to what extent, telecommuting can curb congestion in urban
areas has spanned more than three decades. This study develops an integrated framework …
areas has spanned more than three decades. This study develops an integrated framework …
Recent progress in activity-based travel demand modeling: rising data and applicability
A Tajaddini, G Rose, KM Kockelman… - … and Technologies for …, 2020 - books.google.com
Over 30 years have passed since activity-based travel demand models (ABMs) emerged to
overcome the limitations of the preceding models which have dominated the field for over 50 …
overcome the limitations of the preceding models which have dominated the field for over 50 …
Integrating supply and demand perspectives for a large-scale simulation of shared autonomous vehicles
KM Gurumurthy, F de Souza… - Transportation …, 2020 - journals.sagepub.com
Transportation Network Companies (TNCs) have been steadily increasing the share of total
trips in metropolitan areas across the world. Micro-modeling TNC operation is essential for …
trips in metropolitan areas across the world. Micro-modeling TNC operation is essential for …
Pattern recognition of daily activity patterns using human mobility motifs and sequence analysis
In this paper, we develop a new joint pattern recognition method that combines network
motif-based analysis with activity sequence-based analysis. We use the advantages of both …
motif-based analysis with activity sequence-based analysis. We use the advantages of both …
A spatio-temporal accessibility measure for modelling activity participation in discretionary activities
K Fransen, S Farber, G Deruyter… - Travel behaviour and …, 2018 - Elsevier
Accessibility is a key indicator for the number of opportunities experienced by an individual,
and it is generally assumed that higher levels of accessibility lead to higher levels of activity …
and it is generally assumed that higher levels of accessibility lead to higher levels of activity …
[HTML][HTML] Identifying critical components of a public transit system for outbreak control
Modern public transport networks provide an efficient medium for the spread of infectious
diseases within a region. The ability to identify components of the public transit system most …
diseases within a region. The ability to identify components of the public transit system most …
Computational graph-based mathematical programming reformulation for integrated demand and supply models
As transportation systems grow in complexity, analysts need sophisticated tools to
understand travelers' decision-making and effectively quantify the benefits of the proposed …
understand travelers' decision-making and effectively quantify the benefits of the proposed …
[HTML][HTML] An improvement in MATSim computing time for large-scale travel behaviour microsimulation
Coupling activity-based models with dynamic traffic assignment appears to form a promising
approach to investigating travel demand. However, such an integrated framework is …
approach to investigating travel demand. However, such an integrated framework is …