Self-adaptive Genetic Algorithm and Application in Landslide Harnessing

被引:0
|
作者
Wei, Zhenhua [1 ]
Liu, Zhifeng [1 ]
Chen, Yuda [2 ]
机构
[1] China Univ Geosci, Wuhan 430074, Peoples R China
[2] China Geological Surg, Yichang, Peoples R China
基金
国家高技术研究发展计划(863计划);
关键词
SGA; Slope Stability; Self-adaptive Adjustment;
D O I
10.1109/IITA.2009.115
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, taking the slice method as slope stability analysis model, a new method was presented to evaluate the slope stability combining with the self-adaptive genetic algorithm (SGA) simulating biological evolution. This method optimized the slope stability analysis model to overcome the local convergence, avoid precocity phenomenon and calculate the minimum safety factor by searching out the most dangerous sliding surface with the search variables of slip circle center and radius. Finally, it is pointed that the method is reasonable and applicable in project application.
引用
收藏
页码:316 / +
页数:2
相关论文
共 50 条
  • [1] Self-Adaptive Genetic Algorithm for Clustering
    Juha Kivijärvi
    Pasi Fränti
    Olli Nevalainen
    Journal of Heuristics, 2003, 9 : 113 - 129
  • [2] Self-adaptive genetic algorithm for clustering
    Kivijärvi, J
    Fränti, P
    Nevalainen, O
    JOURNAL OF HEURISTICS, 2003, 9 (02) : 113 - 129
  • [3] Constrained self-adaptive genetic algorithm
    Singh T.K.
    SeMA Journal, 2016, 73 (3) : 261 - 285
  • [4] The Application of Improved Self-adaptive Genetic Algorithm in the Distribution Network Reconfiguration
    Wei, Siwei
    Wang, Ruoxi
    2011 INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND NEURAL COMPUTING (FSNC 2011), VOL I, 2011, : 149 - 152
  • [5] Self-adaptive Bat Algorithm With Genetic Operations
    Jing Bi
    Haitao Yuan
    Jiahui Zhai
    MengChu Zhou
    H.Vincent Poor
    IEEE/CAAJournalofAutomaticaSinica, 2022, 9 (07) : 1284 - 1301
  • [6] Self-adaptive Bat Algorithm With Genetic Operations
    Bi, Jing
    Yuan, Haitao
    Zhai, Jiahui
    Zhou, MengChu
    Poor, H. Vincent
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 9 (07) : 1284 - 1294
  • [7] A self-adaptive genetic algorithm for function optimization
    Galaviz, J
    Kuri, A
    PROCEEDINGS ISAI/IFIS 1996 - MEXICO - USA COLLABORATION IN INTELLIGENT SYSTEMS TECHNOLOGIES, 1996, : 156 - 161
  • [8] Self-adaptive genetic algorithm for numeric functions
    Hinterding, Robert
    Michalewicz, Zbigniew
    Peachey, T.C.
    Lecture Notes in Computer Science, 1141
  • [9] Self-adaptive genetic algorithm for locomotive diagram
    He, Fengdao
    Liang, Xiangyang
    He, Dongyun
    Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2006, 41 (03): : 273 - 278
  • [10] A FPGA implementation of a self-adaptive genetic algorithm
    Thirer, Nonel
    ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR MULTI-DOMAIN OPERATIONS APPLICATIONS II, 2020, 11413