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A Multicriteria Decision Support System using a Possibility Representation for Managing Inconsistent Assessments of Experts Involved in Emergency Situations
Author(s) -
Imoussaten Abdelhak,
Montmain Jacky,
Mauris Gilles
Publication year - 2014
Publication title -
international journal of intelligent systems
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.291
H-Index - 87
eISSN - 1098-111X
pISSN - 0884-8173
DOI - 10.1002/int.21627
Subject(s) - computer science , deliberation , decision support system , operations research , risk analysis (engineering) , management science , artificial intelligence , mathematics , engineering , business , politics , political science , law
Within an emergency unit, the head manager is required to make difficult decisions based on experts’ assessments of many criteria, including personal injuries, environmental impacts, and economic and media consequences. Uncertainty in this collective assessment is related to the multiplicity of experts’ points of view and imprecise assessments. We are proposing a decision support system derived from a situation‐awareness model, generalized herein to the case of multiple actors. It is able of representing, merging, and aggregating expert assessments. Imprecise criteria assessments are first represented by intervals and then merged in the form of a possibility distribution that keeps track of all the information provided, that is, without any loss of information. Next, a Choquet integral based aggregation is carried out to consider the relative importance of criteria and interactions between criteria in the overall assessment of the foreseeable alternatives to get out of the crisis. Finally, a determination of the contributions of each criterion assessment uncertainty to the overall assessment uncertainty provides useful information to the head manager in controlling the decision deliberation by reducing the inconsistent points in the experts’ assessments. The proposals are applied to the emergency issues resulting from a traffic accident occurring at a grade crossing.

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