Application of Adaptive Genetic Algorithm in Inversion Analysis of Permeability Coefficients

被引:11
|
作者
Deng, Xianghui [1 ]
机构
[1] Xian Univ Technol, Coll Hydroelect Engn, Xian 710048, Shanxi, Peoples R China
关键词
D O I
10.1109/WGEC.2008.63
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Permeability coefficients of dam foundation are inversed on the base of real water heads. Otherwise, simple genetic algorithm has the disadvantages in determining the optimal probability values of the crossover and mutation, computation quantity is great and premature phenomena easily appears. Adaptive genetic algorithm is proposed to overcome the disadvantages which simple genetic algorithm has. At same time, adaptive genetic algorithm is used to identify the permeability coefficients of Er Tan dam foundation. The result shows that the method is effective in improving the computational convergence and overcoming the premature phenomena. So adaptive genetic algorithm is efficient and feasible in back analysis for permeability coefficients of dam.
引用
收藏
页码:61 / 65
页数:5
相关论文
共 50 条
  • [31] Pre-stack seismic waveform inversion based on adaptive genetic algorithm
    LIU Sixiu
    WANG Deli
    HU Bin
    GlobalGeology, 2019, 22 (03) : 188 - 198
  • [33] Multiscale genetic algorithm and its application in magnetotelluric sounding data inversion
    Shi, XM
    Wang, JY
    Zhang, SY
    Hu, XY
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2000, 43 (01): : 122 - 130
  • [34] Multiscale Quantum Genetic Algorithm and its application to Magnetotelluric data inversion
    Luo, Hongming
    Wang, Jiaying
    Shi, Xueming
    Zhu, Peimin
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 693 - 698
  • [35] Adaptive Adjustment of Feature Weight Coefficients Based on Genetic Algorithm in Image Retrieval
    Wang, Zhihui
    Ge, Xiaoli
    Li, Jinlin
    Sa, Qila
    Xu, Wenbo
    Fan, Yuejiao
    Zhao, Yiqun
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON INFORMATION ENGINEERING FOR MECHANICS AND MATERIALS, 2016, 97 : 221 - 227
  • [36] The application of improved adaptive genetic algorithm in the optimization of discrete variables
    Li, Er-Chao
    Ma, Yu-Quan
    JOURNAL OF DISCRETE MATHEMATICAL SCIENCES & CRYPTOGRAPHY, 2018, 21 (02): : 417 - 421
  • [37] A kind of adaptive genetic algorithm and application in nonlinear model identification
    Liu, Chang Liang
    Wang, Zhi Yuan
    Zhen, Bao
    TENCON 2005 - 2005 IEEE REGION 10 CONFERENCE, VOLS 1-5, 2006, : 1955 - 1958
  • [38] Application of Adaptive Genetic Algorithm in Optimal Scheduling of Aviation Materials
    Shang, Jinqiu
    JOURNAL OF APPLIED MATHEMATICS, 2022, 2022
  • [39] AN APPLICATION OF ADAPTIVE GENETIC ALGORITHM COMBINING MONTE CARLO METHOD
    Yu, Wei
    Chen, Xu
    Lu, Jingjing
    Wei, Zhengying
    2020 CHINA SEMICONDUCTOR TECHNOLOGY INTERNATIONAL CONFERENCE 2020 (CSTIC 2020), 2020,
  • [40] A New Adaptive Genetic Algorithm and Its Application in the Layout problem
    Wu Lei
    Xiao Wensheng
    Wang Jingli
    Zhou Houqiang
    Tian Xue
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2015, 8 (06) : 1044 - 1052