Observatorio de I+D+i UPM

Memorias de investigación
Book chapters:
Ranking Alternatives on the Basis of the Intensity of Dominance and Fuzzy Logic within MAUT
Year:2010
Research Areas
  • Mathematics
Information
Abstract
We introduce a dominance measuring method to derive a ranking of alternatives to deal with incomplete information in multi-criteria decision-making problems on the basis of multi-attribute utility theory (MAUT) and fuzzy sets theory. We consider the situation where the alternative performances are represented by intervals and there exists imprecision concerning the decision-makers¿ preferences, leading to classes of component utility functions and trapezoidal fuzzy weights. An additive multi-attribute utility model is used to evaluate the alternatives under consideration. The approach we propose is based on the dominance values between pairs of alternatives that can be computed by linear programming. These values are then transformed into dominance intensities from which a dominance intensity measure is derived. The performance of the proposed method is analyzed using MonteCarlo simulation techniques.
International
Si
Book Edition
0
Book Publishing
ISBN
978-1-4244-5770-0
Series
Book title
Keynotes and Extended Abstracts of the Operations Research Society Conference
From page
1
To page
15
Participants
  • Autor: Antonio Jimenez Martin (UPM)
  • Participante: Pilar Sabio (Universidad Rey Juan Carlos)
  • Autor: Alfonso Mateos Caballero (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de análisis de decisiones y estadística
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)