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Are the results of MCDA methods reliable? Selection of materials for Thermal Energy Storage.

Authors :
Paradowski, Bartosz
Sałabun, Wojciech
Source :
Procedia Computer Science; 2021, Vol. 192, p1313-1322, 10p
Publication Year :
2021

Abstract

Multi-criteria decision-making methods aim to solve complex problems under many factors. These methods each day are more frequently applied and improved. Many researchers try to find a reliable solution for a specific problem or group of problems. More and more often, new methods are created that certain target requirements. That is why solving the specific problem can be executed on multiple methods. In this paper, we provide three new solutions for the problem presented in the referenced paper. For this purpose, the Characteristic Object's Method (COMET), the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method and the Stable Preference Ordering Towards Ideal Solution (SPOTIS) method were used. The results were then compared using selected similarity coefficients to emphasize the correlation of the resulting rankings. The research showed that choosing a method will have an impact on results and should be considered with caution. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18770509
Volume :
192
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
152766716
Full Text :
https://doi.org/10.1016/j.procs.2021.08.135