Group decision making with incomplete fuzzy linguistic preference relations

Authors:
S. Alonso;F. J. Cabrerizo;F. Chiclana;F. Herrera;E. Herrera-Viedma
Affiliations:
Department of Software Engineering, University of Granada, 18071, Granada, Spain;Department of Computer Science and Artificial Intelligence, University of Granada, 18071, Granada, Spain;Centre for Computational Intelligence, School of Computing, De Montfort University, Leicester LE1 9BH, UK;Department of Computer Science and Artificial Intelligence, University of Granada, 18071, Granada, Spain;Department of Computer Science and Artificial Intelligence, University of Granada, 18071, Granada, Spain
Venue:
International Journal of Intelligent Systems
Year:
2009

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Abstract

The aim of this paper is to propose a procedure to estimate missing preference values when dealing with incomplete fuzzy linguistic preference relations assessed using a two-tuple fuzzy linguistic approach. This procedure attempts to estimate the missing information in an individual incomplete fuzzy linguistic preference relation using only the preference values provided by the respective expert. It is guided by the additive consistency property to maintain experts' consistency levels. Additionally, we present a selection process of alternatives in group decision making with incomplete fuzzy linguistic preference relations and analyze the use of our estimation procedure in the decision process. © 2008 Wiley Periodicals, Inc.