Optimization process of BO algorithm.

<div><p>Structurally, the lateral load-bearing capacity mainly depends on reinforced concrete (RC) walls. Determination of flexural strength and shear strength is mandatory when designing reinforced concrete walls. Typically, these strengths are determined through theoretical formulas an...

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Bibliographic Details
Main Author:	Hoa Thi Trinh (20347834) (author)
Other Authors:	Tuan Anh Pham (1346049) (author), Vu Dinh Tho (20347837) (author), Duy Hung Nguyen (20347840) (author)
Published:	2024
Subjects:	Biophysics Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified shapley additive explanations entire dataset including efficient solution compared traditional models often available experimental results random search performed random search methods theoretical formulas often sectional shapes using gaussian process emerged div >< p 2 </ sup xgboost model architecture reinforced concrete walls rc walls based random search theoretical formulas sectional shapes reinforced concrete gaussian process xgboost model results show benchmark models rc walls verified experimentally validation set test sets test set significantly worse shear strength research explores rc wall predictive capacity predictive ability prediction r lateral load largest database large errors input variables flexural strength current standards comparative analysis bayesian optimization 969 respectively 27 %, 1057 samples
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Optimization process of BO algorithm.

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