Analysis of third alternatives' impact on PROMETHEE II ranking

IF 1.9 Q3 MANAGEMENT Journal of Multi-Criteria Decision Analysis Pub Date : 2023-12-14 DOI:10.1002/mcda.1823
Boris Coquelet, Gilles Dejaegere, Yves De Smet
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Abstract

So far, the rank reversal (RR) phenomenon has been heavily discussed in the multiple criteria analysis literature. In this work, instead of focusing on RR occurrences within PROMETHEE II, an analysis of the third alternative with respect to a given pair of alternatives is conducted. The aim is to provide a way to identify third alternatives able to cause RR between a specific pair. This opens the question of building alternatives causing RR occurrences. Such alternatives can then be used to assess the resistance a given ranking has to RR. In the end, two different approaches are used. The first considers the number of third alternatives to be added to generate RR for a given pair of alternatives. While, the second one, provides a new threshold for RR occurrences in PROMETHEE II.

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第三替代方案对 PROMETHEE II 排位的影响分析
迄今为止,多重标准分析文献对等级逆转(RR)现象进行了大量讨论。在这项工作中,我们没有把重点放在 PROMETHEE II 中出现的 RR 现象上,而是对给定的一对备选方案中的第三备选方案进行了分析。这样做的目的是提供一种方法,以确定能够在特定对备选方案之间造成 RR 的第三备选方案。这就提出了建设导致 RR 发生的备选方案的问题。这些替代品可用于评估特定排序对 RR 的阻力。最后,我们采用了两种不同的方法。第一种方法考虑的是,要对给定的一对备选方案产生 RR,需要添加的第三个备选方案的数量。而第二种方法则为 PROMETHEE II 中 RR 的出现提供了一个新的阈值。
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来源期刊
CiteScore
4.70
自引率
10.00%
发文量
14
期刊介绍: The Journal of Multi-Criteria Decision Analysis was launched in 1992, and from the outset has aimed to be the repository of choice for papers covering all aspects of MCDA/MCDM. The journal provides an international forum for the presentation and discussion of all aspects of research, application and evaluation of multi-criteria decision analysis, and publishes material from a variety of disciplines and all schools of thought. Papers addressing mathematical, theoretical, and behavioural aspects are welcome, as are case studies, applications and evaluation of techniques and methodologies.
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