Seepage Prediction Model for Roller-Compacted Concrete Dam Using Support Vector Regression and Hybrid Parameter Optimization

Seepage Prediction Model for Roller-Compacted Concrete Dam Using Support Vector Regression and Hybrid Parameter Optimization

In this study, a seepage prediction model was established for roller-compacted concrete dams using support vector regression (SVR) with hybrid parameter optimization (HPO). The model includes data processing via HPO and machine learning through SVR. HPO benefits from the correlation extraction capab...

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Bibliographic Details
Main Authors: Mei-Yan Zhuo, Jinn-Chyi Chen, Ren-Ling Zhang, Yan-Kun Zhan, Wen-Sun Huang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Water
Subjects:
support vector regression
hybrid parameter optimization
grey relational analysis
principal component analysis
roller-compacted concrete dam
seepage
Online Access:https://www.mdpi.com/2073-4441/15/19/3511

Internet

https://www.mdpi.com/2073-4441/15/19/3511

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