• DocumentCode
    483327
  • Title

    Inverse Analysis of Rock Displacement Based on Improved MSM-PGA

  • Author

    Bi, Guiquan ; Li, Ning ; Cheng, Xingyan ; Zhao, TingHong

  • Author_Institution
    State Key Lab. of Frozen Soil Eng., CAS Lanzhou, Lanzhou
  • fYear
    2009
  • fDate
    23-25 Jan. 2009
  • Firstpage
    863
  • Lastpage
    866
  • Abstract
    Inverse analysis of rock displacement is a kind of new way of studying the parameter of physical power of rock, a lot of researchers have carried on research in this respect, and some researchers among them ask solving this question with the genetic algorithm. This paper apply master-slaver model parallel genetic algorithm (MSM-PGA ) to solve inverse analysis of rock displacement, in the course of solving, has carried on certain improvement to the original algorithm, has resolved the task of the master course and slaver course, and when concrete heredity is operated, having adopted the adaptive hereditary algorithm. The result of emulation experimental shows, MSM-PGA after improving has not merely overcome the shortcoming of original MSM-PGA, and effective improvement the speed and precision of calculation, has guaranteed the dependability of analysis result.
  • Keywords
    genetic algorithms; geology; geophysics computing; parallel algorithms; rocks; MSM-PGA; adaptive hereditary algorithm; master-slaver model parallel genetic algorithm; rock displacement inverse analysis; rock physical power parameter; Algorithm design and analysis; Concrete; Electronic mail; Genetic algorithms; Master-slave; Optimization methods; Power system modeling; Power systems; Search methods; Soil; MSM-PGA; inverse analysis; rock displacement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
  • Conference_Location
    Moscow
  • Print_ISBN
    978-0-7695-3543-2
  • Type

    conf

  • DOI
    10.1109/WKDD.2009.203
  • Filename
    4772071