Control of existing tunnel deformation caused by shield adjacent undercrossing construction using interpretable machine learning and multiobjective optimization

被引：0
|
作者：
Chen, Hongyu [1 ]
Liu, Jun [2 ]
Shen, Geoffrey Qiping [1 ]
Feng, Zongbao [2 ]
机构：
[1] The Hong Kong Polytechnic University, Department of Building and Real Estate, Hongkong,999077, China
[2] School of Civil and Hydraulic Engineering, Huazhong University of Science and Technology, Hubei, Wuhan,430074, China
来源：
Automation in Construction |
基金：
中国国家自然科学基金;
关键词：
Bayesian optimization - Bayesian optimization natural gradient boosting-multiobjective evolutionary algorithm based on decomposition - Existing tunnel - Existing tunnel deformation - Gradient boosting - Multi-Objective Evolutionary Algorithm - Multi-objectives optimization - Multiobjective evolutionary algorithms - Natural gradient - Shapley - Shapley additive explanation - Shield adjacent undercrossing construction - Tunnel deformation - Undercrossing;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
67
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