Work

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

Year: 2021

Type: conference-paper

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.

Source: Procedia Computer Science

DOI: 10.1016/j.procs.2021.08.135

Authors: Bartosz Paradowski, Wojciech Sałabun

Institution: West Pomeranian University of Technology in Szczecin

Language: English

Topic: Multi-Criteria Decision Making

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: diamond

Funder: Narodowe Centrum Nauki

Award: G1979912117