Efficient boosting-based algorithms for shear strength prediction of squat RC walls

Efficient boosting-based algorithms for shear strength prediction of squat RC walls

Reinforced concrete shear walls have been considered as an effective structural system due to their optimal cost and great behavior in resisting lateral loads. For the slender type of these walls, failure modes are mainly related to flexure, while for the squat type with height-to-length ratios less...

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Bibliographic Details
Main Authors: Alireza Farzinpour, Esmaeil Mohammadi Dehcheshmeh, Vahid Broujerdian, Samira Nasr Esfahani, Amir H. Gandomi
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Case Studies in Construction Materials
Subjects:
Squat RC wall
Genetic algorithm (GA)
Hyperparameter optimization
Boosting methods
Principal component analysis (PCA)
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2214509523001079

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http://www.sciencedirect.com/science/article/pii/S2214509523001079

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