Ratio product model: A rank‐preserving normalization‐agnostic multi‐criteria decision‐making method

نویسندگان

چکیده

This paper presents a new multi-criteria decision-making (MCDM) method, namely the ratio product model (RPM). We first overview two popular aggregating models: weighted sum (WSM) and (WPM). Then, we argue that models suffer from some fundamental issues mainly due to ignoring nature of alternatives' scores with respect criteria importance weights criteria. Building on notion compositional data analysis, developed RPM regards performance as compositions, which solves around WSM WPM. Using several examples, show WPM could lead erroneous conclusions, whereas fully reliable conclusions. Since many MCDM methods rely aggregation approaches, proposed method is significant contribution field puts forward correct way analyze decision problems while respecting constraints input data.

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ژورنال

عنوان ژورنال: Journal of Multi-criteria Decision Analysis

سال: 2023

ISSN: ['1057-9214', '1099-1360']

DOI: https://doi.org/10.1002/mcda.1806