Hybrid extreme gradient boosting regressor models for the multi-objective mixture design optimization of cementitious mixtures incorporating mine tailings as fine aggregates

被引:0
|
作者
Arachchilage, Chathuranga Balasooriya [1 ]
Huang, Guangping [1 ]
Zhao, Jian [1 ]
Fan, Chengkai [1 ]
Liu, Wei Victor [1 ]
机构
[1] Department of Civil and Environmental Engineering, University of Alberta, Edmonton, Canada
关键词
Compendex;
D O I
10.1016/j.cemconcomp.2024.105787
中图分类号
学科分类号
摘要
Adaptive boosting - Tailings
引用
收藏
相关论文
共 9 条
  • [1] Identification of Insider Trading Using Extreme Gradient Boosting and Multi-Objective Optimization
    Deng, Shangkun
    Wang, Chenguang
    Li, Jie
    Yu, Haoran
    Tian, Hongyu
    Zhang, Yu
    Cui, Yong
    Ma, Fangjie
    Yang, Tianxiang
    INFORMATION, 2019, 10 (12)
  • [2] Multi-objective evolutionary optimization of extreme gradient boosting regression models of the internal turning of PEEK tubes
    Vieira, Jessica Tito
    Pereira, Robson Bruno Dutra
    Lauro, Carlos Henrique
    Brandao, Lincoln Cardoso
    Ferreira, Joao Roberto
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 238
  • [3] Performance prediction and multi-objective optimization for the Atkinson cycle engine using eXtreme Gradient Boosting
    Sun, Xilei
    Fu, Jianqin
    Zhou, Feng
    Luo, Baojun
    Liu, Jingping
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2024, 48
  • [4] Chemistry-informed multi-objective mix design optimization of self-compacting concrete incorporating recycled aggregates
    Zhao, Xin-Yu
    Hong, Ming-Yang
    Wu, Bo
    CASE STUDIES IN CONSTRUCTION MATERIALS, 2023, 19
  • [5] Multi-objective optimization of glass/carbon hybrid composites for small wind turbine blades using extreme mixture design response surface methodology
    Mohammed, Suhaib
    Naik, Raghuram L.
    FUNCTIONAL COMPOSITES AND STRUCTURES, 2024, 6 (02):
  • [6] Design of warm solvent injection processes for heterogeneous heavy oil reservoirs: A hybrid workflow of multi-objective optimization and proxy models
    Ma, Zhiwei
    Leung, Juliana Y.
    JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2020, 191
  • [7] Multi-objective optimization on mechanical properties of glass-carbon and durian skin fiber reinforced poly(lactic acid) hybrid composites using the extreme mixture design response surface methodology
    Nadondu, B.
    Surin, P.
    Deeying, J.
    CASE STUDIES IN CONSTRUCTION MATERIALS, 2022, 17
  • [8] A hybrid multi-objective optimization of functional ink composition for aerosol jet 3D printing via mixture design and response surface methodology
    Zhang, Haining
    Liu, Zhixin
    Yin, Shuai
    Xu, Haifeng
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [9] A hybrid multi-objective optimization of functional ink composition for aerosol jet 3D printing via mixture design and response surface methodology
    Haining Zhang
    Zhixin Liu
    Shuai Yin
    Haifeng Xu
    Scientific Reports, 13