• DocumentCode
    1599571
  • Title

    The Application of Adaptive Immune Genetic Algorithm for Parameter Optimization in Soil Water Movement

  • Author

    Sun, Haiyan ; Wang, Quanjang ; Li, Xiaobin

  • Author_Institution
    Xian Univ. of Technol., Xian
  • Volume
    5
  • fYear
    2007
  • Firstpage
    130
  • Lastpage
    134
  • Abstract
    This paper introduces adaptive immune genetic algorithm (AIGA) . It based on genetic algorithm and immune principle. The algorithm defines selection, expansion and mutation operation. For improve searching ability of the global and local. The algorithm defines three new parameter as selection scale, expansion radius, mutation radius and adaptive adjusting parameters. A simulation test of soil water movement parameters optimization is done with AIGA. A good result is obtained from the model.
  • Keywords
    genetic algorithms; natural resources; search problems; adaptive adjusting parameter; adaptive immune genetic algorithm; expansion radius parameter; global searching ability; local searching ability; mutation operation; mutation radius parameter; parameter optimization; selection scale parameter; soil water movement; Arithmetic; Cloning; Genetic algorithms; Genetic mutations; Immune system; Optimal control; Optimization methods; Soil; Water conservation; Water resources;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2007. ICNC 2007. Third International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2875-5
  • Type

    conf

  • DOI
    10.1109/ICNC.2007.707
  • Filename
    4344824