• DocumentCode
    3401682
  • Title

    A real-coded chaotic immune quantum genetic algorithm

  • Author

    Lan, Chen ; Fei, Li

  • Author_Institution
    Coll. of Commun. & Inf. Eng., Nanjing Univ. of Posts & Telecommun., Nanjing, China
  • Volume
    3
  • fYear
    2010
  • fDate
    9-10 Oct. 2010
  • Firstpage
    419
  • Lastpage
    422
  • Abstract
    This paper proposed a real-coded chaotic quantum immune genetic algorithm (RCIQGA) based on the chaotic and coherent characters of Q-bits, and also introduces immune concepts and methods. In this algorithm, real chromosomes are inversely mapped to Q-bits in the solution space Q-bits probability guided real cross and chaos mutation are used to real chromosomes evolution and searching. Meanwhile immune system was introduced into the algorithm. Simulation results show that the performance of RCIQGA is superior to the conventional genetic algorithm and QGA.
  • Keywords
    artificial immune systems; cellular biophysics; chaos; genetic algorithms; probability; quantum computing; Q bit probability; chaos mutation; chromosomes evolution; coherent character; immune system; real coded chaotic quantum immune genetic algorithm; Gallium; Chaos; Genetic algorithm; Immune Algorithm; Quantum Genetic Algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Future Information Technology and Management Engineering (FITME), 2010 International Conference on
  • Conference_Location
    Changzhou
  • Print_ISBN
    978-1-4244-9087-5
  • Type

    conf

  • DOI
    10.1109/FITME.2010.5655686
  • Filename
    5655686