Rank Reversal and the VIKOR Method: An Empirical Evaluation

Ceballos Blanca; Pelta David A.; Lamata Maria T.

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Rank Reversal and the VIKOR Method: An Empirical Evaluation

机译：排名逆转和Vikor方法：实证评估

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Rank reversal is a common phenomenon in multi-criteria decision-making methods. It appears when the addition/deletion of new options to the alternatives' set produces a change in the original ranking. In this contribution, we want to assess this phenomenon in the context of the VIKOR method. Using randomly generated multi-criteria decision problems, we confirmed that rank reversal existed and strongly depended on VIKOR's parameter. Also, we observed that the influence of the number of alternatives was stronger than that of the number of criteria. Finally, although rank reversal may exist, we saw that it may not affect the top alternative of the ranking, thus potentially having a low impact.

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《International Journal of Information Technology & Decision Making》 |2018年第2期|共13页
作者
Ceballos Blanca; Pelta David A.; Lamata Maria T.;
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作者单位

Univ Granada Dept Comp Sci &

AI Granada Spain;

Univ Granada Dept Comp Sci &

AI Granada Spain;

Univ Granada Dept Comp Sci &

AI Granada Spain;

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原文格式 PDF
正文语种 eng
中图分类信息与传播理论;
关键词
Multiple criteria decision-making; VIKOR method; rank reversal;

机译：多个标准决策;Vikor方法;排名逆转;

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Rank Reversal and the VIKOR Method: An Empirical Evaluation

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