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Integration of human factors in project uncertainty management, a decision support system based on fuzzy logic

Author

Listed:
  • Saïna Hassanzadeh

    (CGI - Centre Génie Industriel - IMT Mines Albi - IMT École nationale supérieure des Mines d'Albi-Carmaux - IMT - Institut Mines-Télécom [Paris], Fondation pour une Culture de Sécurité Industrielle - Institut pour une Culture de Sécurité Industrielle)

  • François Marmier

    (CGI - Centre Génie Industriel - IMT Mines Albi - IMT École nationale supérieure des Mines d'Albi-Carmaux - IMT - Institut Mines-Télécom [Paris])

  • Didier Gourc

    (CGI - Centre Génie Industriel - IMT Mines Albi - IMT École nationale supérieure des Mines d'Albi-Carmaux - IMT - Institut Mines-Télécom [Paris])

  • Sophie Bougaret

    (MANAGEOS - MANAGEOS)

Abstract

Decision-making under uncertainty implies dealing with information about different choices and their consequences that is partial for the decision-maker. In front of uncertainty, either the decision can be postponed, waiting for complementary information or the decision can be only made on the available infor- mation, despite possible consequences on the decision. We propose a model to identify and structure needed information. Human factors are taken into consideration in this structure. Then, to process the collected infor- mation, we propose a Fuzzy Decision Support System (FDSS) which deals with uncertain information. In this approach, a sequence of decisions leads to a final choice, taking progressively into account new information whose role is to refine available information. Human representation and reasoning mode are imitated, respec- tively by fuzzy sets and fuzzy inference rules. We apply the proposed FDSS to a case study held on a ski resort. The results with this approach prove effective compared to those a naive decisional approach.

Suggested Citation

  • Saïna Hassanzadeh & François Marmier & Didier Gourc & Sophie Bougaret, 2011. "Integration of human factors in project uncertainty management, a decision support system based on fuzzy logic," Post-Print hal-00745283, HAL.
  • Handle: RePEc:hal:journl:hal-00745283
    Note: View the original document on HAL open archive server: https://hal.science/hal-00745283v1
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    References listed on IDEAS

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    1. Saïna Hassanzadeh & Didier Gourc & François Marmier & Sophie Bougaret, 2010. "Decision-making under uncertainty in drug development," Post-Print hal-00745303, HAL.
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    1. Saïna Hassanzadeh & Didier Gourc & François Marmier & Sophie Bougaret, 2011. "Decision-making in R&D projects, a framework based on fuzzy logic," Post-Print hal-00745290, HAL.

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    Keywords

    Gestion des risques;

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