• DocumentCode
    3407515
  • Title

    A chaos genetic simulated annealing hybrid algorithm

  • Author

    Bai, X.G. ; Yang, H.M. ; Li, L.T. ; Shu, H.Y.

  • Author_Institution
    Northwest A&F Univ., Yangling, China
  • fYear
    2009
  • fDate
    10-12 Nov. 2009
  • Firstpage
    1476
  • Lastpage
    1479
  • Abstract
    On the basis of analyzing the major advantages and disadvantages of the chaos, genetic and simulated annealing algorithms, the chaos genetic simulated annealing hybrid algorithm is presented according to the complementary advantages strategy. The basic thought is initializing the initial population of genetic algorithm with chaos variables, and then calculating by genetic simulated annealing method, at last adding a disturbance to the chromosomes whose fitness are smaller with the chaos method. The result indicates that the algorithm has strong global searching capability and quick speed on converging to the optimal solution.
  • Keywords
    chaos; genetic algorithms; simulated annealing; chaos genetic simulated annealing hybrid algorithm; chaos method; complementary advantages strategy; Analytical models; Chaos; Convergence; Cooling; Genetic algorithms; Hybrid intelligent systems; Neural networks; Optimization methods; Simulated annealing; Temperature distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4914-9
  • Electronic_ISBN
    978-1-4244-4916-3
  • Type

    conf

  • DOI
    10.1109/GSIS.2009.5408146
  • Filename
    5408146