• DocumentCode
    542050
  • Title

    An Improved Quantum-Behaved Particle Swarm Optimization with Binary Encoding

  • Author

    Lin, Huang ; Maolong, Xi ; Jun, Sun

  • Author_Institution
    Wuxi Inst. of Technol., Wuxi, China
  • Volume
    1
  • fYear
    2010
  • fDate
    13-14 Oct. 2010
  • Firstpage
    243
  • Lastpage
    249
  • Abstract
    Based on the discussing of Quantum-Behaved Particle Swarm Optimization with Binary Encoding (BQPSO) , changed parameter is introduced into algorithm to make the progress of evolution more reasonable ,and multi-point crossover operator is used in computing the coordinate of the local attractor to increasing the diversity of populations and improve the global searching ability ,a modified BQPSO algorithm is proposed. The new algorithm shows better performance than BPSO and BQPSO algorithms in solving test functions.
  • Keywords
    encoding; particle swarm optimisation; BPSO algorithm; BQPSO algorithm; binary encoding; global searching ability; multipoint crossover operator; quantum behaved particle swarm optimization; Encoding; Equations; Hamming distance; Optimization; Particle swarm optimization; Quantum mechanics; Sun; Binary encoding; QPSO; changed parameter; multi-point crossover;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
  • Conference_Location
    Changsha
  • Print_ISBN
    978-1-4244-8333-4
  • Type

    conf

  • DOI
    10.1109/ISDEA.2010.432
  • Filename
    5743171