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

Discrete choice models have been used over the years in disaggregated approaches to forecast destination choices.  However, there are important constraints in some of these models that pose obstacles to using them, such as the Independence of Irrelevant Alternatives (IIA) property in the Multinomia...

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Bibliographic Details

Main Authors:	Marina Urano de Carvalho Caldas, Cira Souza Pitombo, Felipe Lobo Umbelino de Souza, Renan Favero
Format:	Artigo
Language:	Inglês
Published:	Associação Nacional de Pesquisa e Ensino em Transportes (ANPET) 2022-08-01
Series:	Transportes
Subjects:	Destination choices Multinomial Logit Nested Logit Artificial Neural Networks
Online Access:	https://www.revistatransportes.org.br/anpet/article/view/2686
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