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Soft consensus and network dynamics in group decision making.
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- Author(s): Fedrizzi, Mario; Fedrizzi, Michele; Pereira, R.A. Marques
- Source:
International Journal of Intelligent Systems; Jan1999, Vol. 14 Issue 1, p63-77, 15p- Subject Terms:
- Source:
- Additional Information
- Abstract: We propose a dynamical network model for consensus reaching in group decision making. The model combines the minimization of a soft measure of collective dissensus and an individual inertial mechanism which emulates opinion changing aversion. Both components of the dynamics are nonlinear. The collective consensual trend corresponds to a process of anisotropic diffusion among the various individual preference structures. The anisotropy is designed so as to outline and enhance the natural group segmentation into homogeneous preference subgroups (weak consensus). The individual inertial mechanism, on the other hand, opposes changes from the original preferences and provides an appropriate framework to deal with preference outliers. We examine in detail the simple case in which each decision maker must choose between only two alternatives. Finally we comment on the possibility of incorporating in the dynamics a form of transitivity constraint regarding the group segmentation. ©1999 John Wiley & Sons, Inc. [ABSTRACT FROM AUTHOR]
- Abstract: Copyright of International Journal of Intelligent Systems is the property of Hindawi Limited and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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