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Pythagorean fuzzy Muirhead mean operators in multiple attribute decision making for evaluating of emerging technology commercialization
- Source :
- Economic research-Ekonomska istraživanja, Volume 32, Issue 1, Ekonomska Istraživanja, Vol 32, Iss 1, Pp 1667-1696 (2019)
- Publication Year :
- 2019
- Publisher :
- Informa UK Limited, 2019.
-
Abstract
- In today’s world, with the advancement of technology, several emerging technologies are coming. Faced with massive emerging technologies which are the component of the technology pool, how to identify the commercial potential of emerging technologies in theory and practice is an important problem. The scientific approach to the selection of these emerging technologies is one of the main objectives of the research. In this paper, we extend Muirhead mean (MM) operator and dual MM (DMM) operator to process the Pythagorean fuzzy numbers (PFNs) and then to solve the multiple attribute decision making (MADM) problems. Firstly, we develop some Pythagorean fuzzy Muirhead mean operators by extending MM and DMM operators to Pythagorean fuzzy information. Then, we prove some properties and discuss some special cases with respect to the parameter vector. Moreover, we present some new methods to deal with MADM problems with the PFNs based on the proposed MM and DMM operators. Finally, we verify the validity and reliability of our methods by using an application example for potential evaluation of emerging technology commercialization, and analyze the advantages of our methods by comparing with other existing methods.
- Subjects :
- pythagorean fuzzy number
Economics and Econometrics
Computer science
Emerging technologies
Pythagorean theorem
dual muirhead mean (dmm) operator
lcsh:Regional economics. Space in economics
emerging technology commercialization
Commercialization
Fuzzy logic
Data science
lcsh:HD72-88
lcsh:HT388
lcsh:Economic growth, development, planning
pythagorean fuzzy muirhead mean (pfmm) operator
pythagorean fuzzy dual muirhead mean (pfdmm) operator
potential evaluation
muirhead mean (mm) operator
Component (UML)
Multiple attribute decision making (MADM)
Muirhead mean (MM) operator
dual Muirhead mean (DMM) operator
Pythagorean fuzzy number
Pythagorean Fuzzy Muirhead mean (PFMM) operator
Pythagorean Fuzzy dual Muirhead mean (PFDMM) operator
Potential evaluation
multiple attribute decision making (madm)
Multiple attribute
Subjects
Details
- ISSN :
- 18489664 and 1331677X
- Volume :
- 32
- Database :
- OpenAIRE
- Journal :
- Economic Research-Ekonomska Istraživanja
- Accession number :
- edsair.doi.dedup.....ccf21d78db9d6c523a7377f3df23e747