Abstract
Nowadays decisions that affect organizations or big amounts of people are normally made by a group of experts, rather than a single decision maker. These decisions would require more than a majority rule to be well-accepted. Consensus Reaching Processes in Group Decision Making Problems attempt to reach a mutual agreement before making a decision. A key issue in these processes is the adequate choice of a consensus measure, according to the group’s needs and the context of the specific problem to solve. In this contribution, we introduce the concept of attitude towards consensus in consensus reaching processes, with the aim of integrating it in the consensus measures used throughout the consensus process by means of a novel aggregation operator based on OWA, so-called Attitude-OWA (AOWA).
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Butler, C., Rothstein, A.: On Conflict and Consensus: A Handbook on Formal Consensus Decision Making, Takoma Park (2006)
Cabrerizo, F.J., Alonso, S., Pérez, I.J., Herrera-Viedma, E.: On Consensus Measures in Fuzzy Group Decision Making. In: Torra, V., Narukawa, Y. (eds.) MDAI 2008. LNCS (LNAI), vol. 5285, pp. 86–97. Springer, Heidelberg (2008)
Herrera, F., Herrera-Viedma, E., Verdegay, J.: A model of consensus in group decision making under linguistic assessments. Fuzzy Sets and Systems 78(1), 73–87 (1996)
Herrera-Viedma, E., Martínez, L., Mata, F., Chiclana, F.: A consensus support system model for group decision making problems with multigranular linguistic preference relations. IEEE Transactions on Fuzzy Systems 13(5), 644–658 (2005)
Kacprzyk, J.: Group decision making with a fuzzy linguistic majority. Fuzzy Sets and Systems 18(2), 105–118 (1986)
Liu, X., Han, S.: Orness and parameterized RIM quantifier aggregation with OWA operators: A summary. International Journal of Approximate Reasoning 48(1), 77–97 (2008)
Martínez, L., Montero, J.: Challenges for improving consensus reaching process in collective decisions. New Mathematics and Natural Computation 3(2), 203–217 (2007)
Mata, F., Martínez, L., Herrera-Viedma, E.: An adaptive consensus support model for group decision-making problems in a multigranular fuzzy linguistic context. IEEE Transactions on Fuzzy Systems 17(2), 279–290 (2009)
Mata, F., Sánchez, P.J., Palomares, I., Quesada, F.J., Martínez, L.: COMAS: A Consensus Multi-Agent based System. In: Proceedings of the 10th International Conference on Intelligent Systems Design and Applications (ISDA), Cairo, Egypt), pp. 457–462 (2010)
Palomares, I., Sánchez, P.J., Quesada, F.J., Mata, F., Martínez, L.: COMAS: A multi-agent system for performing consensus processes. In: Abraham, A., et al. (eds.) Advances in Intelligent and Soft Computing, pp. 125–132. Springer, Heidelberg (2011)
Palomares, I., Liu, J., Martínez, L.: Modeling Attitudes towards Consensus in Group Decision Making by means of OWA Operators. Technical Report 4-2011, Escuela Politécnica Superior, Universidad de Jaén ( ) (2011), http://sinbad2.ujaen.es/sinbad2/?q=node/158
Saint, S., Lawson, J.R.: Rules for Reaching Consensus. A Modern Approach to Decision Making. Jossey-Bass (1994)
Yager, R.R.: On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics 18(1), 183–190 (1988)
Yager, R.R.: Quantifier guided aggregation using OWA operators. International Journal of Intelligent Systems 11(1), 49–73 (1996)
Zadeh, L.A.: A computational approach to fuzzy quantifiers in natural languages. Computing and Mathematics with Applications 9, 149–184 (1983)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Palomares, I., Liu, J., Xu, Y., Martínez, L. (2011). Using OWA Operators to Integrate Group Attitudes towards Consensus. In: Wang, Y., Li, T. (eds) Knowledge Engineering and Management. Advances in Intelligent and Soft Computing, vol 123. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25661-5_36
Download citation
DOI: https://doi.org/10.1007/978-3-642-25661-5_36
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-25660-8
Online ISBN: 978-3-642-25661-5
eBook Packages: EngineeringEngineering (R0)