• DocumentCode
    356811
  • Title

    An object model for search spaces and their transformations

  • Author

    Landrieu, Ives ; Naudts, Bart

  • Author_Institution
    RUCA, Antwerp Univ., Belgium
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    811
  • Abstract
    Proposes an object model for a generic optimization framework centred around two concepts: search spaces and transformations of search spaces. We define and discuss the model´s basic entities and demonstrate how commonly used optimization techniques within the world of evolutionary algorithms (EAs) can be represented in the model. We briefly discuss an implementation of the model, called bIOS (Belgian Intelligent Optimization System), which serves as an efficient tool for both theoretical research in EAs and industry-oriented optimization tasks
  • Keywords
    artificial intelligence; evolutionary computation; object-oriented methods; optimisation; search problems; bIOS; evolutionary algorithms; generic optimization framework; industry-oriented optimization tasks; intelligent optimization system; object model; search space transformations; Algorithm design and analysis; Costs; Design optimization; Detectors; Encoding; Evolutionary computation; Problem-solving; Search problems; Steady-state; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2000. Proceedings of the 2000 Congress on
  • Conference_Location
    La Jolla, CA
  • Print_ISBN
    0-7803-6375-2
  • Type

    conf

  • DOI
    10.1109/CEC.2000.870382
  • Filename
    870382