An Effective Approach for Determining Rock Discontinuity Sets Using a Modified Whale Optimization Algorithm

被引:8
|
作者
Yi, Xiaoyu [1 ,2 ]
Feng, Wenkai [1 ,2 ]
Wu, Wenxuan [1 ]
Zhou, Yongjian [1 ]
Dong, Shan [3 ]
机构
[1] Chengdu Univ Technol, Coll Environm & Civil Engn, Chengdu 610059, Peoples R China
[2] Chengdu Univ Technol, State Key Lab Geohazard Prevent & Geoenvironm Prot, Chengdu 610059, Peoples R China
[3] China Univ Geosci, Badong Natl Observat & Res Stn Geohazards, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Rock discontinuity sets; Cluster analysis; Whale optimization algorithm; Discontinuity orientation; PARTICLE SWARM OPTIMIZATION; K-MEANS ALGORITHM; IDENTIFICATION; VALIDITY; ORIENTATION; FREQUENCY;
D O I
10.1007/s00603-023-03364-6
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
HighlightsAn effective method for determining rock discontinuity sets based on the MWOA is proposed.The proposed method has a good clustering effect, convergence speed, and stabilityThe proposed method can determine rock discontinuity sets with little user intervention
引用
收藏
页码:6143 / 6155
页数:13
相关论文
共 50 条
  • [1] An Effective Approach for Determining Rock Discontinuity Sets Using a Modified Whale Optimization Algorithm
    Xiaoyu Yi
    Wenkai Feng
    Wenxuan Wu
    Yongjian Zhou
    Shan Dong
    Rock Mechanics and Rock Engineering, 2023, 56 : 6143 - 6155
  • [2] Automatic identification of rock discontinuity sets using modified agglomerative nesting algorithm
    Yan, Jianhua
    Chen, Jianping
    Zhan, Jiewei
    Song, Shengyuan
    Zhang, Yansong
    Zhao, Mingyu
    Liu, Yongqiang
    Xu, Wanglai
    BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2022, 81 (06)
  • [3] Identification of rock discontinuity sets based on a modified affinity propagation algorithm
    Liu, Jie
    Zhao, Xing-Dong
    Xu, Zeng-he
    INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES, 2017, 94 : 32 - 42
  • [4] Automatic identification of rock discontinuity sets using modified agglomerative nesting algorithm
    Jianhua Yan
    Jianping Chen
    Jiewei Zhan
    Shengyuan Song
    Yansong Zhang
    Mingyu Zhao
    Yongqiang Liu
    Wanglai Xu
    Bulletin of Engineering Geology and the Environment, 2022, 81
  • [5] A new clustering method of rock discontinuity sets based on modified K-means algorithm
    Tang, Ning
    Wang, Linfeng
    Jiang, Hui
    Huang, Xiaoming
    Tan, Guojin
    Zhou, Xin
    BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2023, 82 (11)
  • [6] A new method of rock discontinuity sets using modified self-organizing mapping neural network
    Zhou, Mingzhe
    Fu, Haiying
    Zhao, Yanyan
    Zhou, Yangli
    Yang, Tao
    Huang, Wangming
    Hu, Xiongwei
    EARTH SCIENCE INFORMATICS, 2025, 18 (02)
  • [7] Sparrow search algorithm-driven clustering analysis of rock mass discontinuity sets
    Wu, Wenxuan
    Feng, Wenkai
    Yi, Xiaoyu
    Zhao, Jiachen
    Zhou, Yongjian
    COMPUTATIONAL GEOSCIENCES, 2024, 28 (04) : 615 - 627
  • [8] A new clustering method of rock discontinuity sets based on modified K-means algorithm
    Ning Tang
    Linfeng Wang
    Hui Jiang
    Xiaoming Huang
    Guojin Tan
    Xin Zhou
    Bulletin of Engineering Geology and the Environment, 2023, 82
  • [9] K-means Algorithm Based on Particle Swarm Optimization for the Identification of Rock Discontinuity Sets
    Li, Yanyan
    Wang, Qing
    Chen, Jianping
    Xu, Liming
    Song, Shengyuan
    ROCK MECHANICS AND ROCK ENGINEERING, 2015, 48 (01) : 375 - 385
  • [10] Neutrosophic genetic algorithm and its application in clustering analysis of rock discontinuity sets
    Yong, Rui
    Wang, Hanzhong
    Ye, Jun
    Du, Shigui
    Luo, Zhanyou
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 245