Predicting Compressive Strength of High-Performance Concrete Using Hybridization of Nature-Inspired Metaheuristic and Gradient Boosting Machine

This study proposes a novel integration of the Extreme Gradient Boosting Machine (XGBoost) and Differential Flower Pollination (DFP) for constructing an intelligent method to predict the compressive strength (CS) of high-performance concrete (HPC) mixes. The former is employed to generalize a mappin...

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Principais autores:	Nhat-Duc Hoang, Van-Duc Tran, Xuan-Linh Tran
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2024-04-01
coleção:	Mathematics
Assuntos:	high-performance concrete compressive strength gradient boosting machine differential flower pollination overestimation reduction
Acesso em linha:	https://www.mdpi.com/2227-7390/12/8/1267
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