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Erschienen in: Granular Computing 1/2021

20.05.2019 | Original Paper

Arithmetic operations on normal semi elliptic intuitionistic fuzzy numbers and their application in decision-making

verfasst von: Palash Dutta, Bornali Saikia

Erschienen in: Granular Computing | Ausgabe 1/2021

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Abstract

Decision-making problems are more often tainted with uncertainty. Fuzzy numbers play utmost important role to band uncertainty, more especially intuitionistic fuzzy number (IFN) which is the extension of fuzzy number (FN). Different types of IFNs such as normal and generalized trapezoidal, triangular and symmetric hexagonal IFNs are explored. However, based on nature of the data, semi-elliptic type of IFN may exists in real world decision-making problems. In this paper, a maiden attempt has been made to study normal semi elliptic intuitionistic fuzzy number (NSEIFN). Our emphasis has been on arithmetic operations of NSEIFNs and comparing with the other existing IFNs. Also rank of NSEIFNs has been proposed based on mean and value. Apart from that inverse, exponential, logarithm, square root and nth root of NSEIFNs are derived. Finally, the proposed ranking method is applied to the decision making problem where criteria and rating of alternatives are represented in terms of NSEIFN. It is observed that the proposed model produces better results and overcome the drawbacks of existing approaches.

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Literatur
Zurück zum Zitat Atanassov KT (1999) Intuitionistic fuzzy sets. In: Intuitionistic fuzzy sets. Physica, Heidelberg, pp 1–137 Atanassov KT (1999) Intuitionistic fuzzy sets. In: Intuitionistic fuzzy sets. Physica, Heidelberg, pp 1–137
Zurück zum Zitat Baloui Jamkhaneh E, Garg H (2018) Some new operations over the generalized intuitionistic fuzzy sets and their application to decision-making process. Granul Comput 3:111–122CrossRef Baloui Jamkhaneh E, Garg H (2018) Some new operations over the generalized intuitionistic fuzzy sets and their application to decision-making process. Granul Comput 3:111–122CrossRef
Zurück zum Zitat Beaula T, Priyadharsini M (2015) Fuzzy transportation problem with the value and ambiguity indices of trapezoidal intuitionistic fuzzy numbers. Malaya J Matematik S 2:427–437MATH Beaula T, Priyadharsini M (2015) Fuzzy transportation problem with the value and ambiguity indices of trapezoidal intuitionistic fuzzy numbers. Malaya J Matematik S 2:427–437MATH
Zurück zum Zitat Bharati S (2017) Ranking method of intuitionistic fuzzy numbers. Glob J Pure Appl Math 13(9):4595–4608MathSciNet Bharati S (2017) Ranking method of intuitionistic fuzzy numbers. Glob J Pure Appl Math 13(9):4595–4608MathSciNet
Zurück zum Zitat Darehmiraki M (2019) A novel parametric ranking method for intuitionistic fuzzy numbers. Iran J Fuzzy Syst 16(1):129–143MathSciNetMATH Darehmiraki M (2019) A novel parametric ranking method for intuitionistic fuzzy numbers. Iran J Fuzzy Syst 16(1):129–143MathSciNetMATH
Zurück zum Zitat Das D, De PK (2015) On ranking of trapezoidal intuitionistic fuzzy numbers and its application to multi attribute group decision making. J New Theory 6:99–108 Das D, De PK (2015) On ranking of trapezoidal intuitionistic fuzzy numbers and its application to multi attribute group decision making. J New Theory 6:99–108
Zurück zum Zitat Das S, Guha D (2013) Ranking of intuitionistic fuzzy number by centroid point. J Ind Intell Inf 1(2):107–110 Das S, Guha D (2013) Ranking of intuitionistic fuzzy number by centroid point. J Ind Intell Inf 1(2):107–110
Zurück zum Zitat Dubey D, Mehra A (2011) Linear programming with triangular intuitionistic fuzzy number. In: Proceedings of the 7th conference of the european society for fuzzy logic and technology. Atlantis Press, pp 563–569 Dubey D, Mehra A (2011) Linear programming with triangular intuitionistic fuzzy number. In: Proceedings of the 7th conference of the european society for fuzzy logic and technology. Atlantis Press, pp 563–569
Zurück zum Zitat Garg H, Kumar K (2019) Improved possibility degree method for ranking intuitionistic fuzzy numbers and their application in multiattribute decision-making. Granul Comput 4(2):237–247CrossRef Garg H, Kumar K (2019) Improved possibility degree method for ranking intuitionistic fuzzy numbers and their application in multiattribute decision-making. Granul Comput 4(2):237–247CrossRef
Zurück zum Zitat Jamkhaneh EB (2016) A value and ambiguity-based ranking method of generalized intuitionistic fuzzy numbers. Res Commun Math Math Sci 6(2):89–103 Jamkhaneh EB (2016) A value and ambiguity-based ranking method of generalized intuitionistic fuzzy numbers. Res Commun Math Math Sci 6(2):89–103
Zurück zum Zitat Jianqiang W, Zhong Z (2009) Aggregation operators on intuitionistic trapezoidal fuzzy number and its application to multi-criteria decision making problems. J Syst Eng Electron 20(2):321–326 Jianqiang W, Zhong Z (2009) Aggregation operators on intuitionistic trapezoidal fuzzy number and its application to multi-criteria decision making problems. J Syst Eng Electron 20(2):321–326
Zurück zum Zitat Keikha A, Nehi HM (2016) Operations and ranking methods for intuitionistic fuzzy numbers, a review and new methods. Int J Intell Syst Technol Appl 8(1):35–48 Keikha A, Nehi HM (2016) Operations and ranking methods for intuitionistic fuzzy numbers, a review and new methods. Int J Intell Syst Technol Appl 8(1):35–48
Zurück zum Zitat Li DF (2010) A ratio ranking method of triangular intuitionistic fuzzy numbers and its application to madm problems. Comput Math Appl 60(6):1557–1570MathSciNetMATHCrossRef Li DF (2010) A ratio ranking method of triangular intuitionistic fuzzy numbers and its application to madm problems. Comput Math Appl 60(6):1557–1570MathSciNetMATHCrossRef
Zurück zum Zitat Li DF, Yang J (2015) A difference-index based ranking method of trapezoidal intuitionistic fuzzy numbers and application to multiattribute decision making. Math Comput Appl 20(1):25–38MathSciNet Li DF, Yang J (2015) A difference-index based ranking method of trapezoidal intuitionistic fuzzy numbers and application to multiattribute decision making. Math Comput Appl 20(1):25–38MathSciNet
Zurück zum Zitat Li DF, Nan JX, Zhang MJ (2010) A ranking method of triangular intuitionistic fuzzy numbers and application to decision making. Int J Comput Intell Syst 3(5):522–530CrossRef Li DF, Nan JX, Zhang MJ (2010) A ranking method of triangular intuitionistic fuzzy numbers and application to decision making. Int J Comput Intell Syst 3(5):522–530CrossRef
Zurück zum Zitat Liu P, Chen SM (2018) Multiattribute group decision making based on intuitionistic 2-tuple linguistic information. Inf Sci 430:599–619MathSciNetMATHCrossRef Liu P, Chen SM (2018) Multiattribute group decision making based on intuitionistic 2-tuple linguistic information. Inf Sci 430:599–619MathSciNetMATHCrossRef
Zurück zum Zitat Nayagam VLG, Jeevaraj S, Dhanasekaran P (2018) An improved ranking method for comparing trapezoidal intuitionistic fuzzy numbers and its applications to multicriteria decision making. Neural Comput Appl 30(2):671–682CrossRef Nayagam VLG, Jeevaraj S, Dhanasekaran P (2018) An improved ranking method for comparing trapezoidal intuitionistic fuzzy numbers and its applications to multicriteria decision making. Neural Comput Appl 30(2):671–682CrossRef
Zurück zum Zitat Nehi HM (2010) A new ranking method for intuitionistic fuzzy numbers. Int J Fuzzy Syst 12(1):80–86MathSciNet Nehi HM (2010) A new ranking method for intuitionistic fuzzy numbers. Int J Fuzzy Syst 12(1):80–86MathSciNet
Zurück zum Zitat Prakash KA, Suresh M, Vengataasalam S (2016) A new approach for ranking of intuitionistic fuzzy numbers using a centroid concept. Math Sci 10(4):177–184MathSciNetMATHCrossRef Prakash KA, Suresh M, Vengataasalam S (2016) A new approach for ranking of intuitionistic fuzzy numbers using a centroid concept. Math Sci 10(4):177–184MathSciNetMATHCrossRef
Zurück zum Zitat Rezvani S (2013) Ranking method of trapezoidal intuitionistic fuzzy numbers. Annals of Fuzzy Mathematics and Informatics 5(3):515–523MathSciNetMATH Rezvani S (2013) Ranking method of trapezoidal intuitionistic fuzzy numbers. Annals of Fuzzy Mathematics and Informatics 5(3):515–523MathSciNetMATH
Zurück zum Zitat Rezvani S (2015) Ranking generalized exponential trapezoidal fuzzy numbers based on variance. Appl Math Comput 262:191–198MathSciNetMATH Rezvani S (2015) Ranking generalized exponential trapezoidal fuzzy numbers based on variance. Appl Math Comput 262:191–198MathSciNetMATH
Zurück zum Zitat Roseline S, Amirtharaj H (2015) Methods to find the solution for the intuitionistic fuzzy assignment problem with ranking of intuitionisitc fuzzy numbers. Int J Innov Res Sci Eng Tech 4(7):10008–10014 Roseline S, Amirtharaj H (2015) Methods to find the solution for the intuitionistic fuzzy assignment problem with ranking of intuitionisitc fuzzy numbers. Int J Innov Res Sci Eng Tech 4(7):10008–10014
Zurück zum Zitat Shaw AK, Roy T (2013) Trapezoidal intuitionistic fuzzy number with some arithmetic operations and its application on reliability evaluation. Int J Math Oper Res 5(1):55–73MathSciNetMATHCrossRef Shaw AK, Roy T (2013) Trapezoidal intuitionistic fuzzy number with some arithmetic operations and its application on reliability evaluation. Int J Math Oper Res 5(1):55–73MathSciNetMATHCrossRef
Zurück zum Zitat Sudha AS, Vijayalakshmi K (2017) A value and ambiguity-based ranking of symmetric hexagonal intuitionistic fuzzy numbers in decision making. Adv Fuzzy Math 12(4):867–879 Sudha AS, Vijayalakshmi K (2017) A value and ambiguity-based ranking of symmetric hexagonal intuitionistic fuzzy numbers in decision making. Adv Fuzzy Math 12(4):867–879
Zurück zum Zitat Velu LGN, Selvaraj J, Ponnialagan D (2017) A new ranking principle for ordering trapezoidal intuitionistic fuzzy numbers. Complexity 2017:1–24MathSciNetMATHCrossRef Velu LGN, Selvaraj J, Ponnialagan D (2017) A new ranking principle for ordering trapezoidal intuitionistic fuzzy numbers. Complexity 2017:1–24MathSciNetMATHCrossRef
Zurück zum Zitat Wu J, Qw Cao (2013) Same families of geometric aggregation operators with intuitionistic trapezoidal fuzzy numbers. Appl Math Model 37(1–2):318–327MathSciNetCrossRef Wu J, Qw Cao (2013) Same families of geometric aggregation operators with intuitionistic trapezoidal fuzzy numbers. Appl Math Model 37(1–2):318–327MathSciNetCrossRef
Zurück zum Zitat Zeng XT, Li DF, Yu GF (2014) A value and ambiguity-based ranking method of trapezoidal intuitionistic fuzzy numbers and application to decision making. Sci World J 2014:1–8CrossRef Zeng XT, Li DF, Yu GF (2014) A value and ambiguity-based ranking method of trapezoidal intuitionistic fuzzy numbers and application to decision making. Sci World J 2014:1–8CrossRef
Metadaten
Titel
Arithmetic operations on normal semi elliptic intuitionistic fuzzy numbers and their application in decision-making
verfasst von
Palash Dutta
Bornali Saikia
Publikationsdatum
20.05.2019
Verlag
Springer International Publishing
Erschienen in
Granular Computing / Ausgabe 1/2021
Print ISSN: 2364-4966
Elektronische ISSN: 2364-4974
DOI
https://doi.org/10.1007/s41066-019-00175-5

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