• DocumentCode
    390590
  • Title

    Adaptive hierarchy genetic algorithm

  • Author

    Dunwei, Gong ; Xiaoyan, Sun ; Xijin, Guo ; Yong, Zhou

  • Author_Institution
    Coll. of Inf. & Electr. Eng., China Univ. of Min. & Technol., Xuzhou, China
  • Volume
    1
  • fYear
    2002
  • fDate
    28-31 Oct. 2002
  • Firstpage
    81
  • Abstract
    Contraposed with insufficiency of the simple hierarchy genetic algorithm, the concept of individual density is first proposed in this paper to scale the diversity of population. Combined with individual density and evolution time, the adaptive hierarchy genetic algorithm is put forward. Not only can it improve the diversity of the evolution population, but also ensure rapid convergence. Application examples show its validity.
  • Keywords
    adaptive systems; convergence; encoding; genetic algorithms; adaptive hierarchy genetic algorithm; convergence; evolution time; individual density; population diversity scaling; Adaptive control; Biological cells; Constitution; Convergence; Educational institutions; Encoding; Genetic algorithms; Programmable control; Sun; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
  • Print_ISBN
    0-7803-7490-8
  • Type

    conf

  • DOI
    10.1109/TENCON.2002.1181219
  • Filename
    1181219
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=390590