Consensus Building With Individual Consistency Control in Group Decision Making
Fecha
2018-07
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ISSN de la revista
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Editor
IEEE
Resumen
The individual consistency and the consensus degree are two basic measures to conduct group decision making with reciprocal preference relations. The existing frameworks to manage individual consistency and consensus degree have been investigated intensively and follow a common resolution scheme composed by
the two phases: the consistency improving process, and the consensus reaching process. But in these frameworks, the individual consistency will often be destroyed in the consensus reaching process,
leading to repeat the consistency improving process, which is time consuming. In order to avoid repeating the consistency improving process, a consensus reaching process with individual consistency
control is proposed in this paper. This novel consensus approach is based on the design of an optimization-based consensus rule, which can be used to determine the adjustment range of each preference
value guaranteeing the individual consistency across the process. Finally, theoretical and numerical analysis are both used to justify the validity of our proposal.
Descripción
Palabras clave
Consensus, consistency, group decision making, optimization, preference relations
Citación
C.C. Li, R.M. Rodríguez, L. Martínez, Y. Dong, F. Herrera, Consensus Building With Individual Consistency Control in Group Decision Making. IEEE Transactions on Fuzzy Systems, vol. 27, pp. 319-332, 2019. 10.1109/TFUZZ.2018.2856125