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
  • [41] Stance detection using improved whale optimization algorithm
    Avinash Chandra Pandey
    Vinay Anand Tikkiwal
    Complex & Intelligent Systems, 2021, 7 : 1649 - 1672
  • [42] A Modified Whale Optimization Algorithm and Its Application in Seismic Inversion Problem
    Liang, Xiaodan
    Xu, Siwen
    Liu, Yang
    Sun, Liling
    MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [43] Code Smell Detection Using Whale Optimization Algorithm
    Draz, Moatasem M.
    Farhan, Marwa S.
    Abdulkader, Sarah N.
    Gafar, M. G.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 68 (02): : 1919 - 1935
  • [44] Movie recommendation to friends using whale optimization algorithm
    Papneja S.
    Sharma K.
    Khilwani N.
    Recent Advances in Computer Science and Communications, 2021, 14 (05) : 1470 - 1475
  • [45] Weapon–Target Assignment Using a Whale Optimization Algorithm
    Jinzhong Zhang
    Min Kong
    Gang Zhang
    Yourui Huang
    International Journal of Computational Intelligence Systems, 16
  • [47] Modified Whale Optimization Algorithm for Infinitive Impulse Response System Identification
    Luo, Qifang
    Ling, Ying
    Zhou, Yongquan
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2020, 45 (03) : 2163 - 2176
  • [48] A Modified Whale Optimization Algorithm for Pattern Synthesis of Linear Antenna Array
    Feng, Wentao
    Hu, Dexiu
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2021, E104A (05) : 818 - 822
  • [49] State Estimation of Power Using the Whale Optimization Algorithm
    Mukherjee, Suvabrata
    Roy, Provas Kumar
    INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING, 2020, 11 (04) : 194 - 213
  • [50] Economic dispatch using stochastic whale optimization algorithm
    Mohamed, FatmaAlzahra
    Abdel-Nasser, Mohamed
    Mahmoud, Karar
    Kamel, Salah
    PROCEEDINGS OF 2018 INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN COMPUTER ENGINEERING (ITCE' 2018), 2018, : 19 - 24