Activity-based travel demand generation using Bayesian networks

JW Joubert, A De Waal - Transportation Research Part C: Emerging …, 2020 - Elsevier
While activity-based travel demand generation has improved over the last few decades, the
behavioural richness and intuitive interpretation remain challenging. This paper argues that …

Planning car-lite neighborhoods: Examining long-term impacts of accessibility boosts on vehicle ownership

R Basu, J Ferreira - Transportation research part D: transport and …, 2020 - Elsevier
Transformative technologies like automated vehicles, and emerging services like mobility-on-
demand and ride-sharing, are changing the ecosystem of urban mobility. Land use-transport …

Calibration of large-scale transport planning models: a structured approach

A Najmi, TH Rashidi, J Vaughan, EJ Miller - Transportation, 2020 - Springer
Traditionally, transport planning model systems are estimated and calibrated in an
unstructured way, which does not allow for interactions among included parameters to be …

Towards agent-based travel demand simulation across all mobility choices–the role of balancing preferences and constraints

W Scherr, P Manser, C Joshi… - … Journal of Transport …, 2020 - journals.open.tudelft.nl
This article presents an agent-based travel demand model, where agents react to transport
supply across all mobility choices. Long-term choices include mobility tool ownership and …

Applying an ensemble-based model to travel choice behavior in travel demand forecasting under uncertainties

L Cheng, X Lai, X Chen, S Yang, J De Vos… - Transportation …, 2020 - Taylor & Francis
The application of travel demand models to transportation planning has triggered great
interests in issues that potentially improve the accuracy of model forecasts. These forecasts …

Modeling and forecasting daily non-work/school activity patterns in an activity-based model using skeleton schedule constraints

L Dianat, KN Habib, EJ Miller - Transportation research part A: policy and …, 2020 - Elsevier
A dynamic, gap-based activity scheduling model is developed for predicting out-of-home
non-work/school (NWS) episodes over a day. In the developed model, work/school, and …

Simba mobi: Microscopic mobility simulation for corporate planning

W Scherr, P Manser, P Bützberger - Transportation Research Procedia, 2020 - Elsevier
This paper presents a microscopic travel demand model, which simulates the entire
population of Switzerland as individual agents. For each agent, all mobility decisions are …

Model formulation and calibration procedure for integrated multi-modal activity routing and network assignment models

A Najmi, D Rey, ST Waller, TH Rashidi - Transportation Research Part C …, 2020 - Elsevier
In this paper, a novel transport planning model system (TPMS) is formulated built on the
concepts of network, multi-modality, integrity and instant calibration. In the proposed …

A household optimum utility approach for modeling joint activity-travel choices in congested road networks

KD Vo, WHK Lam, A Chen, H Shao - Transportation Research Part B …, 2020 - Elsevier
This study proposes a new household optimum (HO) utility approach to model the intra-
household interactions between household members by heterogeneous household type …

Interrelationships between mode choice and trip-chain choice decisions: A case of Mumbai metropolitan region

SSV Subbarao, SNV Swaroop, RS Shekhar - Transportation Research …, 2020 - Elsevier
Mumbai is one of the major cities in India, where the traffic volume is constantly being
increased because of urbanization trend and changes in the socio-economic status of the …