Traffic flow modelling of vehicles on a six lane freeway: Comparative analysis of improved group method of data handling and artificial neural network model

Traffic flow modelling of vehicles on a six lane freeway: Comparative analysis of improved group method of data handling and artificial neural network model

In recent decades, traffic flow modelling has become increasingly significant for improving road transportation systems and mitigating congestion on freeways. This research presents a comparative analysis of two machine learning methodologies—Improved Group Method of Data Handling (GMDH) and Artific...

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Bibliographic Details
Main Authors: Isaac Oyeyemi Olayode, Alessandro Severino, Frimpong Justice Alex, Elmira Jamei
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Results in Engineering
Subjects:
Traffic flow
Group method of data handling
Machine learning
Freeway
Artificial neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025001823
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http://www.sciencedirect.com/science/article/pii/S2590123025001823

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