• DocumentCode
    3093788
  • Title

    A Chaos Quantum Immune Algorithm for power system economic dispatch computation

  • Author

    Li, Xiao

  • Author_Institution
    Dept. of Comput. Sci., Ezhou Univ., Ezhou, China
  • Volume
    4
  • fYear
    2011
  • fDate
    11-13 March 2011
  • Firstpage
    296
  • Lastpage
    299
  • Abstract
    By integrating the ergodicity of chaos searching and the high efficiency of quantum computation into immune optimization, a novel chaos quantum immune algorithm for power system economic dispatch computation is presented. In this algorithm, antibodies in colonies are coded by quantum bits and updated by quantum rotation gates. To change phase of qubit, two different chaos variables are introduced into the quantum rotation gate. one with the relatively small amplitude performs the cloning of excellent individuals to implement the local searching, and the other with the relatively large amplitude performs the mutation of inferior individuals to realize the global searching. The convergence of the proposed algorithm has been proved. The experimental results indicate that the algorithm remarkably improves the convergence performance and the search efficiency of the immune optimization algorithm.
  • Keywords
    artificial immune systems; chaos; load dispatching; power system economics; search problems; chaos quantum immune algorithm; global search method; immune optimization algorithm; local search method; power system economic dispatch computation; quantum rotation gates; Algorithm design and analysis; Chaos; Cloning; Generators; Logic gates; Optimization; Propagation losses; Chaos Optimization; Economic Dispatch; Immune Algorithm; Quantum Searching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Research and Development (ICCRD), 2011 3rd International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-839-6
  • Type

    conf

  • DOI
    10.1109/ICCRD.2011.5763917
  • Filename
    5763917