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Missing consequences in multiattribute utility theory
Authors:Antonio Jimnez  Alfonso Mateos  Sixto Ríos-Insua
Institution:aDepartment of Artificial Intelligence, Technical University of Madrid (UPM), Campus de Montegancedo s/n, 28660 Madrid, Spain
Abstract:This paper addresses how to deal with decision alternatives with missing consequences in multicriteria decision-making problems. We propose disregarding the attributes for which a decision alternative provides no consequence by redistributing their respective weights throughout the objective hierarchy in favor of a straightforward idea: the assignation of the respective attribute range as a default value for missing consequences due to possible uncertainty about the decision alternative consequences. In both cases, decision alternatives are evaluated by means of an additive multi-attribute utility model. An illustrative example of the restoration of radionuclide contaminated aquatic ecosystems is shown.
Keywords:Multicriteria decision-making  Decision support systems  Environmental studies
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