• DocumentCode
    3064662
  • Title

    A New Path Planning Method Based on Firefly Algorithm

  • Author

    Liu, Chang ; Gao, Zhongqiang ; Zhao, Weihua

  • Author_Institution
    Dept. of Autom., Univ. of Harbin Eng., Harbin, China
  • fYear
    2012
  • fDate
    23-26 June 2012
  • Firstpage
    775
  • Lastpage
    778
  • Abstract
    Firefly algorithm is a new nature-inspired algorithm and has been used gradually in solving optimization problems. a path planning method based on firefly algorithm was proposed. After the detailed analysis of the basic algorithm, random parameter and absorption parameter were designed to be adaptive, and this can improve the solution quality and convergence speed of the firefly algorithm. According to the characteristics of path planning, the coding of firefly algorithm, the design of evaluation function and path planning method were completed. Simulation tests verified the effectiveness of the improved algorithm and the feasibility of path planning method based on firefly algorithm.
  • Keywords
    convergence; optimisation; path planning; absorption parameter; convergence speed; firefly algorithm; nature-inspired algorithm; optimization problems; path planning; random parameter; solution quality; Absorption; Algorithm design and analysis; Brightness; Convergence; Fires; Optimization; Path planning; adaptive parameters; evaluation function; firefly algorithm; path planning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Sciences and Optimization (CSO), 2012 Fifth International Joint Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4673-1365-0
  • Type

    conf

  • DOI
    10.1109/CSO.2012.174
  • Filename
    6274838