NDLI: A Bayesian Approach to Maximising Inner Compatibility in AHP-Systemic Decision Making

Content Provider	Springer Nature Link
Author	Salvador, Manuel Altuzarra, Alfredo Gargallo, Pilar More Jiménez, José María
Copyright Year	2014
Abstract	The challenges of the knowledge society and the development of the information and communication technologies favour the participation of multiple, spatially distributed actors in decision making processes. In this context, Systemic Decision Making (Moreno-Jiménez et al. in Systemic decision making in AHP: a Bayesian approach, 2014) provides a new approach to dealing with complex multi-actor decision making problems in which individual preferences in a fixed set of alternatives are viewed from a holistic standpoint under the “principle of tolerance”. Moreno-Jiménez et al. (Systemic decision making in AHP: a Bayesian approach, 2014) base the integration of preferences on the tolerance distribution, which can be used to reach a holistic, joint decision solution in a Bayesian AHP-Systemic Decision Making context. As with any aggregation procedure or synthesis measure, however, some of the actors involved in the resolution process may not be in agreement with the joint solution. In this paper, we propose a measure (which we call the compatibility index) to evaluate the level of tolerance of the actors involved in the decision making process with regard to the resulting tolerance distribution (inner compatibility). We also develop two algorithms to improve the level of tolerance. The methodology is illustrated with a case study based on a simplified version of a real e-cognocracy application (Moreno-Jiménez and Polasek in J Multi-Criteria Decis Anal 12:163–176, 2003) carried out in cooperation with the City Council of Zaragoza.
Starting Page	655
Ending Page	673
Page Count	19
File Format	PDF
ISSN	09262644
Journal	Group Decision and Negotiation
Volume Number	24
Issue Number	4
e-ISSN	15729907
Language	English
Publisher	Springer Netherlands
Publisher Date	2014-08-03
Publisher Place	Dordrecht
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Multicriteria AHP Systemic decision making Inner compatibility Bayesian inference Tolerance distribution Operations Research/Decision Theory Social Sciences
Content Type	Text
Resource Type	Article
Subject	Arts and Humanities Strategy and Management Social Sciences Management of Technology and Innovation Decision Sciences

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