Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Exploiting Ordinal Preferences and Fuzzy Performances within MAUT in a Group Decision-Making Context
Year:2016
Research Areas
  • Artificial intelligence,
  • Multiple objectives
Information
Abstract
In this paper we consider the additive multi-attribute utility model in a group decision-making context, accounting for vagueness in the alternative performances by means of fuzzy numbers and imprecision concerning DM preferences by means of ordinal information. Monte Carlo simulation techniques are used to compute a fuzzy dominance matrix, and a fuzzy dominance measuring method is then used to derive an individual ranking of alternatives for each DM. Finally, the rankings from the di erent DMs are aggregated taking into account their relative importance to reach a consensus ranking.
International
Si
Congress
12th International FLINS (Fuzzy Logic and Intelligent Technologies in Nuclear Science) Conference
960
Place
Roubaix, Francia
Reviewers
Si
ISBN/ISSN
978-981-3146-96-9
Start Date
24/08/2016
End Date
26/08/2016
From page
62
To page
68
Uncertainty Modelling in Knowledge Engineering and Decision Making, X. Zeng, J. Lu, E.E. Kerre, L. Martínez and L. Kehl (eds.), World Scientific Proceeding Series on Computing Engineering and Information Systems, vol. 10
Participants
  • Autor: Antonio Jimenez Martin (UPM)
  • Autor: Alfonso Mateos Caballero (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de análisis de decisiones y estadística
  • Departamento: Inteligencia Artificial
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