Short term road network Macroscopic Fundamental Diagram parameters and traffic state prediction based on LSTM

Macroscopic Fundamental Diagram (MFD) is widely used in traffic state evaluation due to its description of the macro level of urban road network. This study focuses on the discrimination and short-term prediction of macro traffic states in urban road networks, using MFD combined with FCM clustering...

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Autores principales:	Xuanhua Lin, Chaojian TAN, Xiaohui LIN
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Faculty of Transport, Warsaw University of Technology 2024-09-01
Colección:	Archives of Transport
Materias:	multi-objective optimization macroscopic fundamental diagram LSTM traffic prediction
Acceso en línea:	https://www.archivesoftransport.com/index.php/aot/article/view/373
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