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Erschienen in: Soft Computing 18/2017

16.04.2016 | Methodologies and Application

An I-TODIM method for multi-attribute decision making with interval numbers

verfasst von: Yanping Jiang, Xia Liang, Haiming Liang

Erschienen in: Soft Computing | Ausgabe 18/2017

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Abstract

Interval multi-attribute decision making (I-MADM) is a topic of current interest. Various methods have been proposed to address I-MADM problem. However, applying these methods is becoming increasingly difficult because the behavioural characteristics of the decision maker are often neglected. In this paper, a novel interval TODIM (I-TODIM) method, in which two behavioural characteristics (i.e., reference dependence and loss aversion) of the decision maker are considered, is proposed to address the I-MADM problem. The proposed I-TODIM method is comprised of three modules. First, while considering the reference dependence behaviour of the decision maker, the relative gain and loss degrees of each alternative for each attribute are calculated. Next, the relative perceived dominance degree of each alternative for each attribute is computed based on the loss aversion behaviour of the decision maker. After calculating the overall perceived dominance degree of each alternative, the ranking results of the alternatives can be obtained. Finally, an example, a comparison and a simulation analysis are given to illustrate the feasibility and validity of the proposed method.

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Metadaten
Titel
An I-TODIM method for multi-attribute decision making with interval numbers
verfasst von
Yanping Jiang
Xia Liang
Haiming Liang
Publikationsdatum
16.04.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 18/2017
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-016-2139-5

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