• DocumentCode
    1823394
  • Title

    Using constraints filtering and evolutionary algorithms for interactive configuration and planning

  • Author

    Pitiot, Paul ; Aldanondo, Michel ; Djefel, Meriem ; Vareilles, Elise ; Gaborit, Paul ; Coudert, Thierry

  • Author_Institution
    Toulouse Univ. - Mines Albi, Albi, France
  • fYear
    2010
  • fDate
    7-10 Dec. 2010
  • Firstpage
    1921
  • Lastpage
    1925
  • Abstract
    This communication aims to associate the product configuration task with the planning of its production process in order to make consistent decisions while trying to minimize cost and cycle time. A two step approach is described with relevant aiding tools. During the first one, configuration and planning are considered as two constraint satisfaction problems and are interactively assisted by constraint propagation. The second one, thanks to a multi-criteria optimisation relying on a constrained evolutionary algorithm, proposes a set of solutions belonging to a Pareto front minimizing cost and cycle time to the user. After a problem introduction and a global description of the aiding system, the paper focuses on the optimisation process with interesting quantified results.
  • Keywords
    constraint theory; evolutionary computation; operations research; production planning; constraint satisfaction problems; constraints filtering; evolutionary algorithms; interactive configuration; multicriteria optimisation; planning; product configuration task; production process; Aircraft; Atmospheric modeling; Evolutionary computation; Filtering; Optimization; Planning; Production; constraint satisfaction problem; evolutionary algorithm; process planning; product configuration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management (IEEM), 2010 IEEE International Conference on
  • Conference_Location
    Macao
  • ISSN
    2157-3611
  • Print_ISBN
    978-1-4244-8501-7
  • Electronic_ISBN
    2157-3611
  • Type

    conf

  • DOI
    10.1109/IEEM.2010.5674296
  • Filename
    5674296