• DocumentCode
    526812
  • Title

    Identifying the tunnel surrounding rock parameters based on particle swarm optimization arithmetic

  • Author

    Jiang, Annan ; Wang, Junxiang ; Zhang, Jiao

  • Author_Institution
    Inst. of Highway & Bridge, Dalian Maritime Univ., Dalian, China
  • fYear
    2010
  • fDate
    13-15 Aug. 2010
  • Firstpage
    197
  • Lastpage
    201
  • Abstract
    Because numerical model complexity of tunnel, the paper induces a swarm intelligence optimization algorithm - improved particle swarm optimization, constructs the surrounding rock parameters identification method. Based on orthogonal design and uniformity design, the numerical tests of underground engineering are carried out, so as to produce data set to gain the regress model relating rock mechanical parameters and monitoring displacements. Begin from the random values of parameters, take error between calculation values and monitoring data as fitness value, iterating according to the PSO rule, then the parameters adaptive identification realized. True tunnel engineering calculation states that the mean has good global optimization ability, the recognition accuracy is satisfied.
  • Keywords
    geotechnical engineering; particle swarm optimisation; rocks; tunnels; PSO rule; numerical model complexity; orthogonal design; particle swarm optimization arithmetic; regress model; rock parameters identification method; swarm intelligence optimization algorithm; tunnel engineering; tunnel surrounding rock parameters; Computational modeling; Geologic measurements; Geology; Monitoring; Numerical models; Optimization; Particle swarm optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Information Processing (ICICIP), 2010 International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-7047-1
  • Type

    conf

  • DOI
    10.1109/ICICIP.2010.5565303
  • Filename
    5565303