A consensus approach for synthesizing the elements of comparison matrix in the analytic hierarchy process

A consensus approach for synthesizing the elements of comparison matrix in the analytic hierarchy process

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Article ID: iaor20023694
Country: United States
Volume: 32
Issue: 11
Start Page Number: 1353
End Page Number: 1363
Publication Date: Nov 2001
Journal: International Journal of Systems Science
Authors: , ,
Keywords: analytic hierarchy process
Abstract:

The Analytic Hierarchy Process (AHP) has been widely utilized to solve multicriteria decision-making problems in synthesizing conflict opinions. Normally, AHP uses the geometric averaging approach to synthesize preference weights determined by decision-makers. This approach has been criticized by many researchers since synthesis weight may not reach a consensus. To make the synthesis acceptable to all decision-makers, the study proposes a computer-aided approach to achieve a compromise for all the elements in the comparison matrix while implementing AHP. Accordingly, decision-makers can conveniently exchange trustful information, which is generated by the embedded genetic algorithm, sensitivity analysis and similarity measure of the judgements done by decision-makers. Consequently, the consensus of all the elements in the comparison matrix can be obtained through such an innovative approach to resolve the disparity of judgements within decision-makers.

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