• DocumentCode
    239219
  • Title

    Real-parameter optimization with OptBees

  • Author

    Dourado Maia, Renato ; Nunes de Castro, Leandro ; Matos Caminhas, Walmir

  • Author_Institution
    Comput. Sci. Dept., State Univ. of Montes Claros, Montes Claros, Brazil
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    2649
  • Lastpage
    2655
  • Abstract
    This paper reports how OptBees, an algorithm inspired by the collective decision-making of bee colonies, performed in the test bed developed for the Special Session & Competition on Real-Parameter Single Objective Optimization at CEC-2014. The test bed includes 30 scalable functions, many of which are both non-separable and highly multi-modal. Results include OptBees´ performance on the 10, 30, 50 and 100-dimensional versions of each function.
  • Keywords
    decision making; optimisation; CEC-2014; OptBees; Special Session & Competition on Real-Parameter Single Objective Optimization; bee colonies; collective decision-making; Decision making; Educational institutions; Evolutionary computation; Insects; Mathematical model; Optimization; Recruitment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2014 IEEE Congress on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-6626-4
  • Type

    conf

  • DOI
    10.1109/CEC.2014.6900549
  • Filename
    6900549
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=239219