A Review of Activity-based Disaggregate Travel Demand Models

This paper reviews the literature on disaggregated travel demand models from a choice perspective, focusing on activity-based models (ABMs) and synthetic population generators as example approaches to capture these choice dimensions. We discuss the links between these models and elaborate on their i...

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Main Authors: Negar Rezvany, Marija Kukic, Michel Bierlaire
Format: Article
Language:English
Published: Findings Press 2024-12-01
Series:Findings
Online Access:https://doi.org/10.32866/001c.125431
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author Negar Rezvany
Marija Kukic
Michel Bierlaire
author_facet Negar Rezvany
Marija Kukic
Michel Bierlaire
author_sort Negar Rezvany
collection DOAJ
description This paper reviews the literature on disaggregated travel demand models from a choice perspective, focusing on activity-based models (ABMs) and synthetic population generators as example approaches to capture these choice dimensions. We discuss the links between these models and elaborate on their integration, emphasizing how advanced population synthesis can address gaps in ABMs. The importance of incorporating multi-person and multi-period contexts to more accurately represent travel behavior is highlighted. Further advances aimed at improving the practical application of these models are also discussed.
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spelling doaj-art-084f8fa59c6341928d2a52f339c60fbe2025-08-20T02:40:10ZengFindings PressFindings2652-88002024-12-0110.32866/001c.125431A Review of Activity-based Disaggregate Travel Demand ModelsNegar RezvanyMarija KukicMichel BierlaireThis paper reviews the literature on disaggregated travel demand models from a choice perspective, focusing on activity-based models (ABMs) and synthetic population generators as example approaches to capture these choice dimensions. We discuss the links between these models and elaborate on their integration, emphasizing how advanced population synthesis can address gaps in ABMs. The importance of incorporating multi-person and multi-period contexts to more accurately represent travel behavior is highlighted. Further advances aimed at improving the practical application of these models are also discussed.https://doi.org/10.32866/001c.125431
spellingShingle Negar Rezvany
Marija Kukic
Michel Bierlaire
A Review of Activity-based Disaggregate Travel Demand Models
Findings
title A Review of Activity-based Disaggregate Travel Demand Models
title_full A Review of Activity-based Disaggregate Travel Demand Models
title_fullStr A Review of Activity-based Disaggregate Travel Demand Models
title_full_unstemmed A Review of Activity-based Disaggregate Travel Demand Models
title_short A Review of Activity-based Disaggregate Travel Demand Models
title_sort review of activity based disaggregate travel demand models
url https://doi.org/10.32866/001c.125431
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