• DocumentCode
    3076276
  • Title

    Description Population Migration Algorithm Based on Framework of Swarm Intelligence

  • Author

    Zhang, Weiwei ; Zhou, Yongquan

  • Author_Institution
    Coll. of Math. & Comput. Sci., Guangxi Univ. for Nat., Nanning, China
  • Volume
    2
  • fYear
    2009
  • fDate
    10-11 July 2009
  • Firstpage
    281
  • Lastpage
    284
  • Abstract
    Population migration algorithm is proposed in recent years, it´s a new search algorithm for global optimization that mainly simulates population transition mechanism, so far, and there was no unified framework to describe this algorithm. This paper describes the population migration algorithm based on a given framework of swarm intelligence, it helps to understand the principles of the population migration algorithm, as well as combination with chaos theory, a chaos population migration algorithm is proposed. Finally, a numerical experiment example indicates that the new algorithm is effective and accuracy.
  • Keywords
    chaos; particle swarm optimisation; search problems; chaos theory; description population migration algorithm; global optimization; population transition mechanism; search algorithm; swarm intelligence; Algorithm design and analysis; Artificial intelligence; Biological system modeling; Chaos; Collaboration; Computer science; Educational institutions; Electronic mail; Mathematics; Particle swarm optimization; Swarm intelligence; chaos; framework description; population migration algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Engineering, 2009. ICIE '09. WASE International Conference on
  • Conference_Location
    Taiyuan, Chanxi
  • Print_ISBN
    978-0-7695-3679-8
  • Type

    conf

  • DOI
    10.1109/ICIE.2009.165
  • Filename
    5211416