Comparative Analysis of Discrete Choice Approaches for Modeling Destination Choices of Urban Home-Based Trips to Work

SVS Mauad, CA Isler - Transportation Research Record, 2023 - journals.sagepub.com
… Despite their effectiveness in modeling trip distribution, aggregated approaches have …
Comparison between Gravity and Destination Choice Models for Trip Distribution in Maryland. …

Disaggregated approach to urban trip distribution: a comparative analysis between artificial neural networks and discrete choice models

MU de Carvalho Caldas, CS Pitombo… - …, 2022 - revistatransportes.org.br
distribution is based on calibrating the Gravity distribution … a comparison between ANNs,
MNL and NL models taking into … urban destination choice problem, which is a large choice set …

Destination choice modeling with spatially distributed constraints

BJ Vitins, A Erath - Journal of Transport and Land Use, 2023 - JSTOR
… into account if the trip distribution model is segmented for specific … Destination choice
models are therefore unlike matrix fitting models like the gravity model, which fit the entire travel

Gravity and spatial interaction models

KE Haynes, AS Fotheringham - 2020 - researchrepository.wvu.edu
… totals into destinations. Since we define origin propulsiveness and destination attractiveness
in terms of such totals, we would want to include these totals in the gravity model instead of …

[HTML][HTML] Estimation of truck origin-destination flows using GPS data

MG Demissie, L Kattan - Transportation Research Part E: Logistics and …, 2022 - Elsevier
… is the development of destination choice models for five time … essential part of a trip distribution
model of truck trips are still … day: Model 1 – AM peak (AM Model); Model 2 – Mid Day (MD

A joint framework for modeling freight mode and destination choice: Application to the US commodity flow survey data

N Keya, S Anowar, T Bhowmik, N Eluru - Transportation Research Part E …, 2021 - Elsevier
… At an aggregate level, gravity models or input–output models are considered for … Hence,
for private truck mode in the MD segment, we generate a destination choice set considering the …

Improved Trip Distribution Models Using the Empirical Bayes Method

Q Zhang, X Ye, K Wang, Y Liu - Transportation Research …, 2024 - journals.sagepub.com
trip distribution and the actual trip distribution. To enhance the predictive accuracy of the
destination choice model, this … The destination choice model and the singly constrained gravity

[PDF][PDF] Modelling departure time, destination and travel mode choices by using the generalized nested logit model: an example for discretionary trips

MMM Elmorssy - 2020 - polen.itu.edu.tr
… as statistical comparisons between pairs of models have been … (trip generation and trip
distribution) the model uses land use data … type is Destination Choice models which represent …

Modeling location choice of taxi drivers for passenger pickup using GPS data

MG Demissie, L Kattan… - IEEE Intelligent …, 2020 - ieeexplore.ieee.org
… We have estimated destination choice models with a nested logit structure. In our attempt to
… be used to develop a trip distribution model to distribute vacant taxi trips in the City of Lisbon. …

The Influence of Origin Attributes on the Destination Choice of Discretionary Home-Based Walk Trips

S Aghidi Kheyrabadi, AR Mamdoohi - ISPRS International Journal of Geo …, 2024 - mdpi.com
… simpler models, such as growth models and gravity models, … Additionally, in trip distribution
and destination choice models, … It measures the significance of the difference between the log-…