• DocumentCode
    3016471
  • Title

    Application of Optimum Perturbation Algorithm for Parameter Inversion Identification of Soil Moisture Model under Ecological Slope Protection

  • Author

    Xue, Qiang ; Sheng, Qian ; Ma, Shi-jin

  • Author_Institution
    State Key Lab. of Geomechanics & Geotechnical Eng., Chinese Acad. of Sci., Wuhan, China
  • Volume
    1
  • fYear
    2009
  • fDate
    7-8 Nov. 2009
  • Firstpage
    204
  • Lastpage
    207
  • Abstract
    Based on porous media fluid dynamics theory and parameter inversion identification technology, mathematical model of soil moisture movement for ecological slope protection was established, and corresponding numerical inversion model was proposed. Using optimum perturbation algorithm, parameter inverse problem of soil water properties was conducted on numerical solution and inversion identification under ecological slope protection. Calculation results show that numerical inversion has good consistency with experimental test. Optimum perturbation algorithm ensures validity of parameter inverse problem in unsaturated soil moisture, exhibiting certain stability towards data disturbance. It also solves sensitive question of initial parameters on calculation results, less dependent on prior information of solution. It provides theoretical basis and technical support for scheme determination of ecological slope protection as well as optimization of moisture characteristic parameter.
  • Keywords
    ecology; fluid dynamics; geotechnical engineering; inverse problems; perturbation theory; porous materials; soil; ecological slope protection; mathematical model; numerical inversion model; optimum perturbation algorithm; parameter inverse problem; parameter inversion identification; porous media fluid dynamics theory; soil moisture model; soil water properties; Biological system modeling; Fluid dynamics; Inverse problems; Mathematical model; Numerical models; Protection; Soil moisture; Stability; Testing; Water; Optimum perturbation algorithm; ecological slope; parameter inversion identification; soil moisture model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-3835-8
  • Electronic_ISBN
    978-0-7695-3816-7
  • Type

    conf

  • DOI
    10.1109/AICI.2009.105
  • Filename
    5376093