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
来源：
ROCK MECHANICS AND ROCK ENGINEERING | 2023年 / 56卷 / 08期
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
  • [31] Fuzzy C-means Clustering Analysis Based on Quantum Particle Swarm Optimization Algorithm for the Grouping of Rock Discontinuity Sets
    Song, Shengyuan
    Wang, Qing
    Chen, Jianping
    Li, Yanyan
    Zhang, Wen
    Ruan, Yunkai
    KSCE JOURNAL OF CIVIL ENGINEERING, 2017, 21 (04) : 1115 - 1122
  • [32] Fuzzy C-means clustering analysis based on quantum particle swarm optimization algorithm for the grouping of rock discontinuity sets
    Shengyuan Song
    Qing Wang
    Jianping Chen
    Yanyan Li
    Wen Zhang
    Yunkai Ruan
    KSCE Journal of Civil Engineering, 2017, 21 : 1115 - 1122
  • [33] 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
  • [34] A modified whale optimization algorithm for large-scale global optimization problems
    Sun, Yongjun
    Wang, Xilu
    Chen, Yahuan
    Liu, Zujun
    EXPERT SYSTEMS WITH APPLICATIONS, 2018, 114 : 563 - 577
  • [35] Optimization of bilateral filter parameters using a whale optimization algorithm
    Nabahat, Mehrdad
    Khiyabani, Farzin Modarres
    Navmipour, Nima
    RESEARCH IN MATHEMATICS, 2022, 9 (01):
  • [36] Enhancing Multi-Objective Optimization: A Decomposition-Based Approach Using the Whale Optimization Algorithm
    Ramos-Frutos, Jorge
    Casas-Ordaz, Angel
    Zapotecas-Martinez, Saul
    Oliva, Diego
    Valdivia-Gonzalez, Arturo
    Garcia-Najera, Abel
    Perez-Cisneros, Marco
    MATHEMATICS, 2025, 13 (05)
  • [37] Optimal Placement of FACTS Devices Using Modified Whale Optimization Algorithm for Minimization of Transmission Losses
    Kar, Manoj Kumar
    Kanungo, Sanjeet
    Alsaif, Faisal
    Ustun, Taha Selim
    IEEE ACCESS, 2024, 12 : 130816 - 130831
  • [38] Modified Whale Optimization Algorithm for Infinitive Impulse Response System Identification
    Qifang Luo
    Ying Ling
    Yongquan Zhou
    Arabian Journal for Science and Engineering, 2020, 45 : 2163 - 2176
  • [39] A hybrid modified whale optimization algorithm with simulated annealing for terrorism prediction
    Soliman G.M.A.
    Abou-El-Enien T.H.M.
    Emary E.
    Khorshid M.M.H.
    Ingenierie des Systemes d'Information, 2019, 24 (03): : 281 - 287
  • [40] A modified Whale Optimization Algorithm based on Chaos Initialization and Regulation Operation
    Jiang Ruiye
    Chao Tao
    Wang Songyan
    Yang Ming
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 2702 - 2707
12345