• DocumentCode
    1560861
  • Title

    Construction methods of basal evolutionary operators of mind evolutionary computation

  • Author

    He, Xiaojuan ; Zeng, Jianchao

  • Author_Institution
    Dept. of Math., Taiyuan Heavy Machinery Inst., China
  • Volume
    3
  • fYear
    2004
  • Firstpage
    2193
  • Abstract
    MEC, Mind Evolutionary Computation presented in Literature has superiority for solving the premature convergence problem of genetic algorithm and no-numerical optimization. The method is a new algorithm, the mature evolutionary operators have not come into being, so the efficiency is lower. For the problem that the characteristics can be discrete, the concept of Information Matrix is introduced, the construction methods of the generic similartaxis and dissimilation operators are given in the paper, the coding method for this kind of problem is solved, the theory becomes more perfect, and the effectiveness is proven through the computing examples.
  • Keywords
    convergence; encoding; genetic algorithms; mathematical operators; matrix algebra; basal evolutionary operators; coding method; construction methods; genetic algorithm; information matrix; mind evolutionary computation; premature convergence problem; Computational modeling; Computer applications; Computer simulation; Convergence; Evolutionary computation; Genetic algorithms; Machinery; Mathematics; Optimization methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
  • Print_ISBN
    0-7803-8273-0
  • Type

    conf

  • DOI
    10.1109/WCICA.2004.1341976
  • Filename
    1341976