BARTL, David and Jaroslav RAMÍK. A Consensual Coherent Priority Vector of Pairwise Comparison Matrices in Group Decision-Making. In Book of Abstracts of the 41st International Conference on Mathematical Methods in Economics: September 13–15, 2023: Prague, Czech Republic. 2023. ISBN 978-80-11-04133-5.
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Original name A Consensual Coherent Priority Vector of Pairwise Comparison Matrices in Group Decision-Making
Authors BARTL, David and Jaroslav RAMÍK.
Edition Book of Abstracts of the 41st International Conference on Mathematical Methods in Economics: September 13–15, 2023: Prague, Czech Republic, 2023.
Other information
Original language English
Type of outcome Konferenční abstrakta
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
WWW URL URL
Organization Obchodně podnikatelská fakulta v Karviné – Slezská univerzita v Opavě – Repository
ISBN 978-80-11-04133-5
Keywords in English multi-criteria group decision-making; pairwise comparison matrices; consensual priority vector; coherence; Analytic Hierarchy Process (AHP)
Links GA21-03085S, research and development project.
Changed by Changed by: Bc. Ivana Glabazňová, učo 2368. Changed: 3/4/2024 04:19.
Abstract
The Analytic Hierarchy Process (AHP) is a method proposed to solve complex multi-criteria decision-making problems. Pairwise comparison methods are often used in AHP to derive the priorities of the successors of an element in the hierarchy. In this paper, we are concerned with group decision-making; that is, given n objects, such as criteria and/or variants, let m decision makers evaluate the n objects (pairwise) with respect to a criterion. The task is then to find a consensual priority vector of the m given n×n reciprocal pairwise comparison matrices. Recalling several desirable properties of the priority vector – consistency, intensity, and coherence – we consider the weakest one of the three, i.e. coherence, in the rest of the paper. In other words, given m coherent priority vectors, each provided by a decision maker of the group, the purpose is to find a single consensual priority vector of the group. To cope with this task, we propose a grade to measure the consensuality of a priority vector. We thus obtain an optimization problem, whose solution yields an optimal consensual ranking of the n given objects.
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