A New ELECTRE Method Based on Left and Right Score for Multicriteria Decision-Making

The procedure for ranking the performance of systems using the method Elimination and Choice Translating Reality (ELECTRE) is one of the most important and practical methods in multicriteria decision-making (MCDM). The classical ELECTRE technique uses the concept of dominance implicitly. In this met...

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Bibliographic Details
Published in:Computational intelligence and neuroscience 2023-01, Vol.2023 (1), p.6414686-6414686
Main Authors: Jokar, Faeze, Jalali Varnamkhasti, M., Hadi-Vencheh, A.
Format: Article
Language:English
Subjects:
Automation
Coordination
Decision making
Fuzzy sets
Intrusion detection systems
Linguistics
Methods
Multiple criterion
Preferences
Ranking
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Summary:The procedure for ranking the performance of systems using the method Elimination and Choice Translating Reality (ELECTRE) is one of the most important and practical methods in multicriteria decision-making (MCDM). The classical ELECTRE technique uses the concept of dominance implicitly. In this method, all options are evaluated using a comparison of unexpected rankings, thus eliminating ineffective options. All stages of the electrification technique are based on a coordinated set and an uncoordinated set, which is why it is known as “coordination analysis.” The ELECTRE method has two important weaknesses, first, the use of thresholds, which are used to calculate the coordination and noncoordination matrix, and second, this method does not give us a complete and final ranking and is limited to the top options. In order to reduce these weaknesses in this research, interval fuzzy numbers have been used. In the proposed process, the numbers to the left and right of the intervals are considered, and a better method is presented with fuzzy techniques based on the ELECTRE technique. In the research results, using the examples taken from previous researches, the ability of the proposed method is shown.
ISSN:1687-5265
1687-5273
DOI:10.1155/2023/6414686