DocumentCode
2868907
Title
Consensual Dynamics in Group Decision Making with Triangular Fuzzy Numbers
Author
Fedrizzi, M. ; Fedrizzi, M. ; Marques Pereira, R.A. ; Brunelli, M.
Author_Institution
Univ. di Trento, Trento
fYear
2008
fDate
7-10 Jan. 2008
Firstpage
70
Lastpage
70
Abstract
In this paper we study the modelling of consensus reaching in a ´soft´ environment, i.e. when the individual testimonies are expressed as fuzzy preference relations. Here consensus is meant as the degree to which most of the experts agree on the preferences associated to the most relevant alternatives. First of all we derive a degree of dissensus based on linguistic quantifiers and then we introduce a form of network dynamics in which the quantifiers are represented by scaling functions. Next, assuming that the decision makers can express their preferences in a more flexible way, i.e. by means of triangular fuzzy numbers, we describe the iterative process of opinion changing towards consensus via the gradient dynamics of a cost function expressed as a linear combination of a dissensus cost function and an inertial cost function. Finally, some computer simulations are carried out together with a short description of a case study in progress.
Keywords
decision making; fuzzy set theory; iterative methods; number theory; social sciences; fuzzy preference relations; group decision making; iterative process; opinion changing; triangular fuzzy numbers; Computer simulation; Cost function; Decision making; Fuzzy systems; Humans; Proposals; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Hawaii International Conference on System Sciences, Proceedings of the 41st Annual
Conference_Location
Waikoloa, HI
ISSN
1530-1605
Type
conf
DOI
10.1109/HICSS.2008.100
Filename
4438773
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