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Indirect hazard evaluation by the prediction of backbreak distance in the open pit mine using support vector regression and chicken swarm optimization

Enming Li Zongguo Zhang Jian Zhou Manoj Khandelwal Zhi Yu Masoud Monjezi

Geohazard Mechanics2025，Vol.3Issue(1)：P.1-14,14.

Geohazard Mechanics2025，Vol.3Issue(1)：P.1-14,14.DOI:10.1016/j.ghm.2024.11.001

Indirect hazard evaluation by the prediction of backbreak distance in the open pit mine using support vector regression and chicken swarm optimization

Enming Li ¹Zongguo Zhang ²Jian Zhou ³Manoj Khandelwal ⁴Zhi Yu ⁵Masoud Monjezi⁶

作者信息

1. School of Resources and Safety Engineering,Central South University,Changsha,410083,China Department of Mining Engineering and Earth Sciences,Polytechnic University of Madrid,Rios Rosas 21,28003,Madrid,Spain
2. School of Resources and Safety Engineering,Central South University,Changsha,410083,China
3. School of Resources and Safety Engineering,Central South University,Changsha,410083,China State Key Laboratory of Precision Blasting,Jianghan University,Wuhan,430056,China Hubei Key Laboratory of Blasting Engineering,Jianghan University,Wuhan,430056,China
4. School of Engineering,Information Technology and Physical Sciences,Federation University Australia,Ballarat,Australia
5. Zijin School of Geology and Mining,Fuzhou University,Fuzhou,350116,China
6. Faculty of Engineering,Tarbiat Modares University,Tehran,Iran
折叠

摘要

关键词

Backbreak prediction/Support vector regression/Bio-inspired meta-heuristic algorithms/Chicken swarm optimization/Hazard assessment

分类

矿业与冶金

引用本文复制引用

Enming Li,Zongguo Zhang,Jian Zhou,Manoj Khandelwal,Zhi Yu,Masoud Monjezi..Indirect hazard evaluation by the prediction of backbreak distance in the open pit mine using support vector regression and chicken swarm optimization[J].Geohazard Mechanics,2025,3(1):P.1-14,14.

基金项目

the State Key Laboratory of Precision Blasting and Hubei Key Laboratory of Blasting Engineering,Jianghan University in China(No.PBSKL2023A12) （No.PBSKL2023A12）

the Distinguished Youth Science Foundation of Hunan Province of China(No.2022JJ10073) （No.2022JJ10073）

The first author is supported by China Scholarship Council(No.202006370006). （No.202006370006）

Geohazard Mechanics

ISSN：2949-7418

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