Performance-oriented road structure and material design method based on enhanced XGBoost algorithm

A well-designed road structure is critical for reducing road operational period diseases and saving construction management and maintenance funds throughout the life cycle of roads. Excessive design may cause waste in materials or pavement distresses. This study proposes an intelligent optimisation...

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Bibliographic Details
Published in:	The international journal of pavement engineering Vol. 25; no. 1
Main Authors:	Li, Jiale, Zhang, Zhishuai, Wang, Xuefei
Format:	Journal Article
Language:	English
Published:	Abingdon Taylor & Francis 31.12.2024 Taylor & Francis LLC
Subjects:	Algorithms Construction management Design optimization Design techniques machine learning (ML) Optimal pavement design optimal subgrade design Pareto optimum particle swarm optimisation (PSO) Particle swarm optimization Pavement construction Pavement materials Pavements Prediction models Predictions Road design Road maintenance Roads & highways Subgrades
ISSN:	1029-8436, 1477-268X
Online Access:	Get full text
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