A web-based group decision support system for multicriteria ranking problems

In this paper, we present an implemented, web-based multicriteria group decision support system for solving multicriteria ranking problems by a collaborative group of decision-makers in sequential or parallel coordination mode and in a distributed and asynchronous environment. This system employs an...

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Veröffentlicht in:Operational research 2017-07, Vol.17 (2), p.499-534
Hauptverfasser: Leyva López, Juan Carlos, Álvarez Carrillo, Pavel Anselmo, Gastélum Chavira, Diego Alonso, Solano Noriega, Jesús Jaime
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Sprache:eng
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Zusammenfassung:In this paper, we present an implemented, web-based multicriteria group decision support system for solving multicriteria ranking problems by a collaborative group of decision-makers in sequential or parallel coordination mode and in a distributed and asynchronous environment. This system employs an order-based consensus model for collaborative groups that moves from consistency to consensus. The system is based on consensus measures and it has been designed to provide advice to the decision-makers to increase group consensus level while maintaining the individual consistency of each decision-maker. It is based on the use of fuzzy outranking relations to model individual and group preferences. For the exploitation of the models—formulated as a multiobjective optimization problem and solved with a multiobjective evolutionary algorithm—the system generates advice on how decision-makers should change their preferences to reach a ranking of alternatives with a high degree of consistency and consensus.
ISSN:1109-2858
1866-1505
DOI:10.1007/s12351-016-0234-0