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TOPSIS Method Based on Correlation Coefficient and Entropy Measure for Linguistic Pythagorean Fuzzy Sets and Its Application to Multiple Attribute Decision Making
Joint Authors
Xu, Zeshui
Lin, Mingwei
Huang, Chao
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-10-30
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
The linguistic Pythagorean fuzzy set (LPFS) is an important implement for modeling the uncertain and imprecise information.
In this paper, a novel TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) method is proposed for LPFSs based on correlation coefficient and entropy measure.
To this end, the correlation coefficient is proposed for the relationship measurement between LPFSs.
Afterwards, two entropy measures are developed to calculate the attribute weight information.
Then, a novel linguistic Pythagorean fuzzy TOPSIS (LPF-TOPSIS) method is proposed to solve multiple attribute decision-making problems.
Finally, the LPF-TOPSIS method is applied to handle a case concerning the selection of firewall productions, and then, a case concerning the security evaluation of computer systems is given to conduct the comparative analysis between the proposed LPF-TOPSIS method and previous decision-making methods for validating the superiority of the proposed LPF-TOPSIS method.
American Psychological Association (APA)
Lin, Mingwei& Huang, Chao& Xu, Zeshui. 2019. TOPSIS Method Based on Correlation Coefficient and Entropy Measure for Linguistic Pythagorean Fuzzy Sets and Its Application to Multiple Attribute Decision Making. Complexity،Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1132601
Modern Language Association (MLA)
Lin, Mingwei…[et al.]. TOPSIS Method Based on Correlation Coefficient and Entropy Measure for Linguistic Pythagorean Fuzzy Sets and Its Application to Multiple Attribute Decision Making. Complexity No. 2019 (2019), pp.1-16.
https://search.emarefa.net/detail/BIM-1132601
American Medical Association (AMA)
Lin, Mingwei& Huang, Chao& Xu, Zeshui. TOPSIS Method Based on Correlation Coefficient and Entropy Measure for Linguistic Pythagorean Fuzzy Sets and Its Application to Multiple Attribute Decision Making. Complexity. 2019. Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1132601
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132601