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Published in: Neural Computing and Applications 12/2018

27-03-2017 | Original Article

Generalized Dice measures for multiple attribute decision making under intuitionistic and interval-valued intuitionistic fuzzy environments

Author: Jun Ye

Published in: Neural Computing and Applications | Issue 12/2018

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Abstract

This paper proposes Dice measures of intuitionistic fuzzy sets (IFSs) and interval-valued intuitionistic fuzzy sets (IVIFSs) and generalized Dice measures of IFSs and IVIFSs, and then indicates the relations of the generalized Dice measures, Dice measures, and projection measures (asymmetric measures) of IFSs and IVIFSs. Furthermore, we develop the generalized Dice measures-based multiple attribute decision-making methods with intuitionistic and interval-valued intuitionistic fuzzy information. Through the weighted generalized Dice measures between each alternative and the ideal solution (ideal alternative) according to some parameter value selected by decision makers’ preference, all the alternatives can be ranked and the best one can be chosen as well. Finally, an actual example about the selection of manufacturing schemes is provided to demonstrate the applications of the proposed decision-making methods under intuitionistic and interval-valued intuitionistic fuzzy environments, and then, a comparison analysis is conducted between the developed approach and other existing methods to verify the effectiveness and flexibility of the proposed method.

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Literature
2.
go back to reference Atanassov KT (1983) Intuitionistic fuzzy sets, VII ITKR’S Session. Deposed in Central Science-Technical Library of Bulgarian Academy of Science, Sofia, pp 1684–1697 Atanassov KT (1983) Intuitionistic fuzzy sets, VII ITKR’S Session. Deposed in Central Science-Technical Library of Bulgarian Academy of Science, Sofia, pp 1684–1697
3.
5.
go back to reference Deng GN, Jiang YL, Fu JC (2015) Monotonic similarity measures between intuitionistic fuzzy sets and their relationship with entropy and inclusion measure. Inf Sci 316:348–369CrossRef Deng GN, Jiang YL, Fu JC (2015) Monotonic similarity measures between intuitionistic fuzzy sets and their relationship with entropy and inclusion measure. Inf Sci 316:348–369CrossRef
6.
go back to reference Liu BS, Shen YH, Zhang W, Chen XH, Wang XQ (2015) An interval-valued intuitionistic fuzzy principal component analysis model-based method for complex multi-attribute large-group decision-making. Eur J Oper Res 245:209–225MathSciNetCrossRef Liu BS, Shen YH, Zhang W, Chen XH, Wang XQ (2015) An interval-valued intuitionistic fuzzy principal component analysis model-based method for complex multi-attribute large-group decision-making. Eur J Oper Res 245:209–225MathSciNetCrossRef
7.
go back to reference Wan SP, Xu GL, Wang F, Dong JY (2015) A new method for Atanassov’s interval-valued intuitionistic fuzzy MAGDM with incomplete attribute weight information. Inf Sci 316:329–347CrossRef Wan SP, Xu GL, Wang F, Dong JY (2015) A new method for Atanassov’s interval-valued intuitionistic fuzzy MAGDM with incomplete attribute weight information. Inf Sci 316:329–347CrossRef
9.
go back to reference Singh P (2014) A new similarity measure between interval-valued intuitionistic fuzzy sets. J Intell Fuzzy Syst 27:555–566MathSciNetMATH Singh P (2014) A new similarity measure between interval-valued intuitionistic fuzzy sets. J Intell Fuzzy Syst 27:555–566MathSciNetMATH
10.
go back to reference Ye J (2015) Similarity measures of intuitionistic fuzzy sets based on cosine function for the decision making of mechanical design schemes. J Intell Fuzzy Syst. doi:10.3233/IFS-151741 CrossRef Ye J (2015) Similarity measures of intuitionistic fuzzy sets based on cosine function for the decision making of mechanical design schemes. J Intell Fuzzy Syst. doi:10.​3233/​IFS-151741 CrossRef
12.
go back to reference Szmidt E, Kacprzyk J (2005) A new concept of a similarity measure for intuitionistic fuzzy sets and its use in group decision making. In: Torra V, Narukawa Y, Miyamoto S (eds) Modeling decisions for artificial intelligence. MDAI 2005. Lecture notes in computer science, vol 3558, Springer, Berlin, Heidelberg, pp 272–282CrossRef Szmidt E, Kacprzyk J (2005) A new concept of a similarity measure for intuitionistic fuzzy sets and its use in group decision making. In: Torra V, Narukawa Y, Miyamoto S (eds) Modeling decisions for artificial intelligence. MDAI 2005. Lecture notes in computer science, vol 3558, Springer, Berlin, Heidelberg, pp 272–282CrossRef
13.
go back to reference Xu ZS (2007) Some similarity measures of intuitionistic fuzzy sets and their applications to multiple attribute decision making. Fuzzy Optim Decis Mak 6:109–121MathSciNetCrossRef Xu ZS (2007) Some similarity measures of intuitionistic fuzzy sets and their applications to multiple attribute decision making. Fuzzy Optim Decis Mak 6:109–121MathSciNetCrossRef
14.
go back to reference Xu ZS, Xia MM (2010) Some new similarity measures for intuitionistic fuzzy values and their application in group decision making. J Syst Sci Eng 19:430–452CrossRef Xu ZS, Xia MM (2010) Some new similarity measures for intuitionistic fuzzy values and their application in group decision making. J Syst Sci Eng 19:430–452CrossRef
15.
go back to reference Ye J (2012) Multicriteria decision-making method using the Dice similarity measure based on the reduct intuitionistic fuzzy sets of interval-valued intuitionistic fuzzy sets. Appl Math Model 36:4466–4472MathSciNetCrossRef Ye J (2012) Multicriteria decision-making method using the Dice similarity measure based on the reduct intuitionistic fuzzy sets of interval-valued intuitionistic fuzzy sets. Appl Math Model 36:4466–4472MathSciNetCrossRef
16.
go back to reference Ye J (2013) Interval-valued intuitionistic fuzzy cosine similarity measures for multiple attribute decision making. Int J Gen Syst 42(8):883–891MathSciNetCrossRef Ye J (2013) Interval-valued intuitionistic fuzzy cosine similarity measures for multiple attribute decision making. Int J Gen Syst 42(8):883–891MathSciNetCrossRef
17.
go back to reference Mondal K, Pramanik S (2015) Intuitionistic fuzzy similarity measure based on tangent function and its application to multi-attribute decision making. Glob J Adv Res 2(2):464–471 Mondal K, Pramanik S (2015) Intuitionistic fuzzy similarity measure based on tangent function and its application to multi-attribute decision making. Glob J Adv Res 2(2):464–471
18.
go back to reference Zhou L, Tao Z, Chen H, Liu J (2014) Intuitionistic fuzzy ordered weighted cosine similarity measure. Group Decis Negot 23:879–900CrossRef Zhou L, Tao Z, Chen H, Liu J (2014) Intuitionistic fuzzy ordered weighted cosine similarity measure. Group Decis Negot 23:879–900CrossRef
19.
go back to reference Xu ZS, Da QL (2004) Projection method for uncertain multi-attribute decision making with preference information on alternatives. Int J Inf Technol Decis Mak 3(3):429–434CrossRef Xu ZS, Da QL (2004) Projection method for uncertain multi-attribute decision making with preference information on alternatives. Int J Inf Technol Decis Mak 3(3):429–434CrossRef
20.
go back to reference Xu ZS (2005) On method for uncertain multiple attribute decision making problems with uncertain multiplicative preference information on alternatives. Fuzzy Optim Decis Mak 4(2):131–139MathSciNetCrossRef Xu ZS (2005) On method for uncertain multiple attribute decision making problems with uncertain multiplicative preference information on alternatives. Fuzzy Optim Decis Mak 4(2):131–139MathSciNetCrossRef
21.
go back to reference Xu GL, Liu F (2013) An approach to group decision making based on interval multiplicative and fuzzy preference relations by using projection. Appl Math Model 37:3929–3943MathSciNetCrossRef Xu GL, Liu F (2013) An approach to group decision making based on interval multiplicative and fuzzy preference relations by using projection. Appl Math Model 37:3929–3943MathSciNetCrossRef
22.
go back to reference Xu ZS, Hu H (2010) Projection models for intuitionistic fuzzy multiple attribute decision making. Int J Inf Technol Decis Mak 9:267–280CrossRef Xu ZS, Hu H (2010) Projection models for intuitionistic fuzzy multiple attribute decision making. Int J Inf Technol Decis Mak 9:267–280CrossRef
23.
go back to reference Zeng SZ, Balezentis T, Chen J, Luo GF (2013) A projection method for multiple attribute group decision making with intuitionistic fuzzy information. Informatica 24(3):485–503MathSciNetMATH Zeng SZ, Balezentis T, Chen J, Luo GF (2013) A projection method for multiple attribute group decision making with intuitionistic fuzzy information. Informatica 24(3):485–503MathSciNetMATH
24.
go back to reference Ye J (2012) Multicriteria decision-making method using the Dice similarity measure between expected intervals of trapezoidal fuzzy numbers. J Decis Syst 21(4):307–317CrossRef Ye J (2012) Multicriteria decision-making method using the Dice similarity measure between expected intervals of trapezoidal fuzzy numbers. J Decis Syst 21(4):307–317CrossRef
25.
go back to reference Ye J (2012) The Dice similarity measure between generalized trapezoidal fuzzy numbers based on the expected interval and its multicriteria group decision-making method. J Chin Inst Ind Eng 29(6):375–382 Ye J (2012) The Dice similarity measure between generalized trapezoidal fuzzy numbers based on the expected interval and its multicriteria group decision-making method. J Chin Inst Ind Eng 29(6):375–382
26.
go back to reference Ye J (2012) Multicriteria group decision-making method using vector similarity measures for trapezoidal intuitionistic fuzzy numbers. Group Decis Negot 21(4):519–530CrossRef Ye J (2012) Multicriteria group decision-making method using vector similarity measures for trapezoidal intuitionistic fuzzy numbers. Group Decis Negot 21(4):519–530CrossRef
27.
go back to reference Xu ZS, Yager RR (2009) Intuitionistic and interval-valued intuitionistic fuzzy preference relations and their measures of similarity for the evaluation of agreement within a group. Fuzzy Optim Decis Mak 8:123–139MathSciNetCrossRef Xu ZS, Yager RR (2009) Intuitionistic and interval-valued intuitionistic fuzzy preference relations and their measures of similarity for the evaluation of agreement within a group. Fuzzy Optim Decis Mak 8:123–139MathSciNetCrossRef
28.
go back to reference Ali M, Behbood V (2015) Operation properties and delta-equalities of complex fuzzy classes. In: The 10th international conference on intelligent systems and knowledge engineering, IEEE Xplore, pp 586–593 Ali M, Behbood V (2015) Operation properties and delta-equalities of complex fuzzy classes. In: The 10th international conference on intelligent systems and knowledge engineering, IEEE Xplore, pp 586–593
29.
go back to reference Tamir DE, Ali M, Rishe ND, Kandel A (2016) Complex number representation of intuitionistic fuzzy sets. In: World conference on soft computing, Berkeley, California, USA Tamir DE, Ali M, Rishe ND, Kandel A (2016) Complex number representation of intuitionistic fuzzy sets. In: World conference on soft computing, Berkeley, California, USA
Metadata
Title
Generalized Dice measures for multiple attribute decision making under intuitionistic and interval-valued intuitionistic fuzzy environments
Author
Jun Ye
Publication date
27-03-2017
Publisher
Springer London
Published in
Neural Computing and Applications / Issue 12/2018
Print ISSN: 0941-0643
Electronic ISSN: 1433-3058
DOI
https://doi.org/10.1007/s00521-017-2947-2

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