A comparative analysis of multi-criteria decision-making methods

Progress in Artificial Intelligence - Tập 5 - Trang 315-322 - 2016
Blanca Ceballos1, María Teresa Lamata1, David A. Pelta1
1Department of Computer Science and Artificial Intelligence, University of Granada, Granada, Spain

Tóm tắt

In this work, we empirically compare the rankings produced by several multi-criteria decision-making methods. We analyzed multi-MOORA, TOPSIS and three different settings for VIKOR. Using decision matrices with different number of alternatives and criteria, we compared the rankings produced using the Spearman’s correlation coefficient index. Our results showed that VIKOR could fail to obtain a ranking due to the failure of certain calculations. The rankings produced by TOPSIS and multi-MOORA were very similar, while the rankings produced by the different VIKOR variants showed a great variability.

Tài liệu tham khảo

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