[HTML][HTML] OASIS: Optimisation-based activity scheduling with integrated simultaneous choice dimensions

J Pougala, T Hillel, M Bierlaire - Transportation Research Part C: Emerging …, 2023 - Elsevier
Activity-based models offer the potential of a far deeper understanding of daily mobility
behaviour than trip-based models. However, activity-based models used both in research …

[HTML][HTML] Simulating intra-household interactions for in-and out-of-home activity scheduling

N Rezvany, M Bierlaire, T Hillel - Transportation Research Part C …, 2023 - Elsevier
Various interactions, time arrangements, and constraints exist for individuals scheduling
their day as a member of a household, which affect their in-home as well as out-of-home …

Jointly modelling activity start time, travel mode, companionship, and destination location choices

S Khaddar, V Varghese, MR Fatmi… - … A: Transport Science, 2024 - Taylor & Francis
Activity-travel decisions, including time use (ie activity start time), travel choices (ie mode
and companionship), and destination location choices are interdependent and complex in …

Choice set generation for activity-based models

J Pougala, T Hillel, M Bierlaire - 2021 - discovery.ucl.ac.uk
Activity-based models have seen a significant increase in research focus in the past decade.
Based on the fundamental assumption that travel demand is derived from the need to do …

[HTML][HTML] One-step Gibbs sampling for the generation of synthetic households

M Kukic, X Li, M Bierlaire - Transportation Research Part C: Emerging …, 2024 - Elsevier
The generation of synthetic households is challenging due to the necessity of maintaining
consistency between the two layers of interest: the household itself, and the individuals …

Estimating flexibility preferences to resolve temporal scheduling conflicts in activity-based modelling

P Manser, T Haering, T Hillel, J Pougala, R Krueger… - Transportation, 2024 - Springer
This paper presents a novel activity-based demand model that combines an optimisation
framework for continuous temporal scheduling decisions (ie activity timings and durations) …

Departure time choices and a modeling framework for a guidance system

N Khademi, H Kharrazi, A Chen, K Chaiyasarn… - Journal of choice …, 2024 - Elsevier
Departure time choice is a key component of travel behavior that directly influences the
spatial and temporal distribution of travel demand. This paper tries to develop a modeling …

Automatic activity-travel sequence generator using language, grammar, and machine theory

P Kachroo, A Koushik, M Manoj - Transportation Letters, 2024 - Taylor & Francis
Activity schedule results from a complex decision-making process characterized by several
interrelated decisions. Different facets of an activity schedule such as activity type, timing …

[PDF][PDF] Divide-and-conquer one-step simulator for the generation of synthetic households

M Kukic, M Bierlaire - Transport and Mobility Laboratory, Ecole …, 2023 - transp-or.epfl.ch
This paper presents a novel simulation approach for generating synthetic households,
addressing several literature gaps from the methodological viewpoint. The generation of …

[PDF][PDF] Parameter estimation for activity-based models

J Pougala, T Hillel, M Bierlaire - 22rd Swiss Transport Research …, 2022 - transp-or.epfl.ch
Activity-based models (ABM) have seen a significant increase in research focus in the past
decade. Based on the fundamental assumption that travel demand is derived from the need …