• DocumentCode
    2730601
  • Title

    A new estimation of distribution algorithm based on learning automata

  • Author

    Rastegar, R. ; Meybodi, M.R.

  • Author_Institution
    Dept. of Comput. Eng. & IT, Amirkabir Univ. of Technol., Tehran, Iran
  • Volume
    3
  • fYear
    2005
  • fDate
    2-5 Sept. 2005
  • Firstpage
    1982
  • Abstract
    In this paper we introduce an estimation of distribution algorithm based on a team of learning automata. The proposed algorithm is a model based search optimization method that uses a team of learning automata as a probabilistic model of high quality solutions seen in the search process. Simulation results show that the proposed algorithm is a good candidate for solving optimization problems.
  • Keywords
    learning automata; optimisation; search problems; distribution algorithm; learning automata; model-based search optimization; Biological cells; Clustering algorithms; Computational complexity; Electronic design automation and methodology; Genetic algorithms; Learning automata; Learning systems; Mutual information; Optimization methods; Stochastic systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2005. The 2005 IEEE Congress on
  • Print_ISBN
    0-7803-9363-5
  • Type

    conf

  • DOI
    10.1109/CEC.2005.1554938
  • Filename
    1554938
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2730601