• DocumentCode
    3380726
  • Title

    Decision support system using flexible query and reliability assessment - application to biodegradable and biosourced packaging design

  • Author

    Destercke, S. ; Buche, Patrice ; Charnomordic, Brigitte ; Guillard, Valerie

  • Author_Institution
    JRU Heudiasyc, Compiegne, France
  • fYear
    2013
  • fDate
    7-10 July 2013
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In decision tasks, imprecision and uncertainty can arise from many sources such as data uncertainty, data reliability, or the necessity to use intermediate (non-fully reliable) models. User preferences may also be included into the decision process, making it even more complex. This is particularly true for processes involving biological materials. Soft computing methods have the potential to be the kingpin of specialized software that can be integrated in decision support systems intended to solve the mentioned issues. This work presents three such methods and their implementation: (i)-simulation module with uncertain inputs and interval analysis, (ii)-reliability module allowing to rank candidates according to expert criteria, and (iii)-bipolar flexible querying module, that makes the difference between constraints and wishes in a data base query. A decision support system architecture is proposed and illustrated on a case study, dealing with biodegradable and biosourced packaging design.
  • Keywords
    decision support systems; design for environment; packaging; production engineering computing; query processing; biodegradable packaging design; biological materials; biosourced packaging design; bipolar flexible querying module; database query; decision support system; flexible query; reliability assessment; reliability module; simulation module; soft computing methods; specialized software; user preferences; Biological system modeling; Data models; Decision support systems; Mathematical model; Software reliability; Uncertainty; data reliability; flexible querying; software; uncertainty simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
  • Conference_Location
    Hyderabad
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4799-0020-6
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2013.6622309
  • Filename
    6622309