Enhanced asphalt dynamic modulus prediction: A detailed analysis of artificial hummingbird algorithm-optimised boosted trees

This study introduces and evaluates a novel artificial hummingbird algorithm-optimised boosted tree (AHA-boosted) model for predicting the dynamic modulus (E∗) of hot mix asphalt concrete. Using a substantial dataset from NCHRP Report-547, the model was trained and rigorously tested. Performance met...

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Bibliographic Details

Published in:	Journal of Road Engineering
Main Authors:	Ikenna D. Uwanuakwa, Ilham Yahya Amir, Lyce Ndolo Umba
Format:	Article
Language:	English
Published:	KeAi Communications Co., Ltd. 2024-06-01
Subjects:	Asphalt Dynamic modulus Prediction Artificial hummingbird algorithm Boosted tree
Online Access:	http://www.sciencedirect.com/science/article/pii/S2097049824000167