Skip to main content
Log in

Intuitionistic fuzzy Dombi aggregation operators and their application to multiple attribute decision-making

  • Original Paper
  • Published:
Granular Computing Aims and scope Submit manuscript

Abstract

The purpose of this paper is to introduce the concepts of Dombi t-norm and Dombi t-conorm to aggregate intuitionistic fuzzy information. First, we have proposed some new operational laws of intuitionistic fuzzy numbers (IFNs) based on Dombi t-norm and t-conorm. Furthermore, based on these operational laws, we have introduced intuitionistic fuzzy Dombi weighted averaging (IFDWA) operator, intuitionistic fuzzy Dombi order weighted averaging (IFDOWA) operator, intuitionistic fuzzy Dombi hybrid averaging (IFDHA) operator, intuitionistic fuzzy Dombi weighted geometric (IFDWG) operator, intuitionistic fuzzy Dombi order weighted geometric (IFDOWG) operator, and intuitionistic fuzzy Dombi hybrid geometric (IFDHG) operator. Moreover, some suitable properties of these operators are also discussed. Then, utilizing these proposed operators, we have presented an algorithm to solve multiattribute decision-making (MADM) problems under an intuitionistic fuzzy environment. Finally, we have utilized a numerical example to compare the flexibility of the proposed method with the other existing methods.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Arora R, Garg H (2018) Prioritized averaging/geometric aggregation operators under the intuitionistic fuzzy soft set environment. Sci Iran 25(1):466–482

    Google Scholar 

  • Arora R, Garg H (2018) Robust aggregation operators for multi-criteria decision making with intuitionistic fuzzy soft set environment. Sci Iran 25(2):931–942

    Google Scholar 

  • Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87–96

    MATH  Google Scholar 

  • Atanassov KT (1999) Intuitionistic fuzzy sets. Physica-Verlag, Heidelberg

    MATH  Google Scholar 

  • Atanassov KT, Pasi G, Yager RR (2005) Intuitionistic fuzzy interpretations of multi-criteria, multi-person and multi-measurement decision making. Int J Syst Sci 36:859–868

    MathSciNet  MATH  Google Scholar 

  • Bellman RE, Zadeh LA (1970) Decision-making in a fuzzy environment. Manag Sci 17:141–164

    MathSciNet  MATH  Google Scholar 

  • Chen SM, Tan JM (1994) Handling multicriteria fuzzy decision making problem based on vague set theory. Fuzzy Sets Syst 67(2):163–172

    MathSciNet  MATH  Google Scholar 

  • Chen J, Ye J (2017) Some single-valued neutrosophic Dombi weighted aggregation operators for multi attribute decision-making. Symmetry 9(82):1–11

    Google Scholar 

  • Chen SM, Cheng SH, Chiou CH (2016) Fuzzy multiattribute group decision making based on intuitionistic fuzzy sets and evidential reasoning methodology. Inf Fusion 27:215–227. https://doi.org/10.1016/j.inffus.2015.03.002

    Article  Google Scholar 

  • Chen SM, Lan TC (2016a) A novel similarity measurte between intuitionistic fuzzy sets based on the centroid points of transformed fuzzy numbers with applications to pattern recognition. Inf Sci 343–344:15–40. https://doi.org/10.1016/j.ins.2016.01.040

    Article  MATH  Google Scholar 

  • Chen SM, Chun TL (2016b) Multicriteria decision making based on the TOPSIS method and similarity measures between intuitionistic fuzzy values. Inf Sci 367–368:279–295. https://doi.org/10.1016/j.ins.2016.05.044

    Article  Google Scholar 

  • Chen SM, Chang CH (2016c) Fuzzy multiattribute decision making based on transformation techniques of intuitionistic fuzzy values and intuitionistic fuzzy geometric averaging operators. Inf Sci 352–353:133–149. https://doi.org/10.1016/j.ins.2016.02.049

    Article  MATH  Google Scholar 

  • Cuong BC (2014) Picture fuzzy sets. J Comput Sci Cyprus 30(4):409–420

    Google Scholar 

  • Dombi J (1982) A general class of fuzzy operators, the Demorgan class of fuzzy operators and fuzziness measures introduced by fuzzy operators. Fuzzy Sets Syst 8:149–163

    MATH  Google Scholar 

  • Fahmi A, Amin F, Ullah H (2019) Multiple attribute group decision making based on weighted aggregation operators of triangular neutrosophic cubic fuzzy numbers. Granul Comput. https://doi.org/10.1007/s41066-019-00205-2

  • Garg H (2016) Some series of intuitionistic fuzzy interactive averaging aggregation operators. Springer Plus 5(1):999. https://doi.org/10.1186/s40064-016-2591-9

    Article  Google Scholar 

  • He X (2018) Typhoon disaster assessment based on Dombi hesitant fuzzy information aggregation operators. Nat Hazards 90(3):1153–1175

    Google Scholar 

  • Hong DH, Choi CH (2000) Multi-criteria fuzzy decision-making problem based on vague set theory. Fuzzy Sets Syst 114(1):103–113

    MATH  Google Scholar 

  • Huang JY (2014) Intuitionistic fuzzy Hamacher aggregation operators and their application to multiple attribute decision making. J Intell Fuzzy syst 27(1):505–513

    MathSciNet  MATH  Google Scholar 

  • Jamkhaneh EB, Garg H (2018) Some new operations over the generalized intuitionistic fuzzy sets and their application to decision making process. Granul Comput 3(2):111–122

    Google Scholar 

  • Jana C, Pal M, Wang JQ (2018) Bipolar fuzzy Dombi aggregation operators and its application in multiple-attribute decision-making process. J Amb Intel Hum Comp 10(9):3533–3549

    Google Scholar 

  • Jana C, Senapati T, Pal M, Yager RR (2019) Picture fuzzy Dombi aggregation operators: application to MADM process. Appl Soft Comput 74:99–109

    Google Scholar 

  • Jiang W, Wei B (2018) Intuitionistic fuzzy evidental power aggregation operator and its application in multiple criteria decision making. Int J Syst Sci 49(3):582–594

    MATH  Google Scholar 

  • Jun YB, Smarandache F, Kim CS (2017) Neutrosophic cubic sets. New Math Nat Comput 13(1):41–54

    MATH  Google Scholar 

  • Kaur G, Garg H (2018) Cubic intuitionistic fuzzy aggregation operators. Int J Uncertain Quan 8(5):405–427

    MathSciNet  Google Scholar 

  • Kaur G, Garg H (2018) Multi-attribute decision making based on Bonferroni mean operator under cubic intuitionistic fuzzy set environment. Entropy 20(1):65. https://doi.org/10.3390/e20010065

    Article  MathSciNet  Google Scholar 

  • Li DF (2010) Multiattribute decision-making method based on generalized OWA operator with intuitionistic fuzzy sets. Expert Syst Appl 37(12):8673–8678

    Google Scholar 

  • Li DF (2011) The GOWA operator based approach to multiattribute decision-making using intuitionistic fuzzy sets. Math Comput Model 53(5–6):1182–1196

    MathSciNet  MATH  Google Scholar 

  • Liu P, Jiu F (2012) Methods for aggregating intuitionistic uncertain linguistic variables and their application to group decision making. Inf Sci 205:58–71. https://doi.org/10.1016/j.ins.2012.04.014

    Article  MathSciNet  MATH  Google Scholar 

  • Liu P (2014) Some hamacher aggregation operators based on the interval valued intuitionistic fuzzy numbers and their application to group decision making. IEEE Trans Fuzzy Syst 22(1):83–97

    Google Scholar 

  • Liu P, Liu J (2017) Multiple attribute group decision making based on intuitionistic fuzzy interaction partitioned bonferonni mean operators. Inf Sci 411:98–121. https://doi.org/10.1016/j.ins.2017.05.016

    Article  MATH  Google Scholar 

  • Liu P, Liu J, Chen SM (2018) Some intuitionistic fuzzy Dombi Bonferonni operators and their application to multi-attribute group decision-making. J Oper Res Soc 69(1):1–24

    MathSciNet  Google Scholar 

  • Liu P, Tang G (2018) Some intuitionistic fuzzy prioritized interactive einstein choquet operators and their applicattion in decision making. IEEE Access 6:72357–72371. https://doi.org/10.1109/ACCESS.2018.2882071

    Article  Google Scholar 

  • Liu P, Chen SM (2018) Multiattribute group decision making based on intuitionistic 2-tuple inguistic information. Inf Sci 430:599–619. https://doi.org/10.1016/j.ins.2017.11.059

    Article  MATH  Google Scholar 

  • Liu P, Wang P (2018) Some q-rung orthopair fuzzy aggregation operators and their applications to multiple-attribute decision making. Int J Int Syst 32(3):259–280. https://doi.org/10.1002/int.21927

    Article  Google Scholar 

  • Liu P, Wang P (2019) Multiple-attribute decision making based on archimedean bonferonni operators of q-rung orthopair fuzzy numbers. IEEE Trans Fuzzy Syst 27(5):834–848

    Google Scholar 

  • Liu P, Chen SM, Wang Y (2019) Multiattribute group decision making based on intuitionistic fuzzy partitioned maclaurin symmetric mean operator. Inf Sci. https://doi.org/10.1016/j.ins.2019.10.013

  • Liu P, Chen SM, Wang P (2019) Multiple-attribute group decision-making based on q-rung orthopair fuzzy power maclaurin symmetric mean operators. IEEE T Syst Man Cy-S. https://doi.org/10.1109/TSMC.2018.2852948

  • Lu X, Ye J (2018) Dombi aggregation operators of linguistic cubic variables for multiple attributes decision-making. Information 9(8):188. https://doi.org/10.3390/info9080188

    Article  Google Scholar 

  • Mahmood T, Liu P, Ye J, Khan Q (2018) Several hybrid aggregation operators for triangular intuitionistic fuzzy set and their application in multicriteria decision making. Granul Comput 3(2):153–168

    Google Scholar 

  • Meena K, Ponnappen L (2018) An application of intuitionistic fuzzy sets in choice of discipline of study. Global J Pure Appl Math 14(6):867–871

    Google Scholar 

  • Rani P, Jain D, Hooda DS (2019) Extension of intuitionistic fuzzy TODIM technique for multi-criteria decision makingmethod based on shapley wighted divergence measure. Granul Comput 4(3):407–420

    Google Scholar 

  • Seikh MR, Nayak PK, Pal M (2012) Generalized triangular fuzzy numbers in intuitionistic fuzzy environment. Int J Eng Res Dev 5(1):08–13

    Google Scholar 

  • Seikh MR, Nayak PK, Pal M (2013) Notes on triangular intuitionistic fuzzy numbers. Int J Math Oper Res 5(4):446–465

    MathSciNet  MATH  Google Scholar 

  • Shi L, Ye J (2018) Dombi aggregation operators of netrosophic cubic sets for multiple attributes decision-making. Algorithms 11(3):29. https://doi.org/10.3390/a11030029

    Article  Google Scholar 

  • Sirbiladze G, Sikharulidze A (2018) Extension of probability intuitionistic fuzzy aggregation operators in fuzzy MCDM/ MADM. Int J Inf Technol Decis Mak 17(2):621–655

    Google Scholar 

  • Tuğrul F, Gezercan M, Citil M (2017) Application of intuitionistic fuzzy sets in high school determination via normalized Euclidean distance method. Notes Intuitionistic Fuzzy Sets 23(1):42–47

    Google Scholar 

  • Thao X, Nguyen (2018) A new correlation co-efficient of intuitionistic fuzzy sets and its application. J Intell Fuzzy Syst 35(2):1959–1968

    Google Scholar 

  • Wan SP, Xu GL, Wang F, Dong JY (2015) A new method for attanssov’s interval-valued intuitionistic fuzzy MAGDM with incomplete attribute weight information. Inf Sci 316:329–347

    MATH  Google Scholar 

  • Wang HY, Chen SM (2007) Artificial intelligence apprach to evaluate students’ answerscripts based on the similarity measure between vague sets. Educ Technol Soc 10(4):224–241

    Google Scholar 

  • Wang SQ, Li DF, Wu ZQ (2009) Generalized order weighted averaging operators based methods for MADM in intuitionistic fuzzy set setting. J Syst Eng Electr 20(6):1247–1254

    MATH  Google Scholar 

  • Wang W, Liu X (2012) Intuitionistic fuzzy information aggregation using Einstein operations. IEEE Trans Fuzzy Syst 20(5):923–938

    Google Scholar 

  • Wang JQ, Li JK, Zhang HY, Chen XH (2013) A score function based on relative entropy and its application in intuitionistic normal fuzzy multiple criteria decision making. J Intell Fuzzy Syst 25(3):567–576

    MathSciNet  MATH  Google Scholar 

  • Wang JQ, Li KJ (2013b) Multi-criteria decision-making method based on intuitionistic normal fuzzy aggregation operators. Syst Eng Theory Pract 33(6):1501–1508

    Google Scholar 

  • Wang JQ, Zhou P, Li KJ, Zhang HY (2014) Multi-criteria decision-making method based on normal intuitionistic fuzzy induced generalized aggregation operator. TOP 22(3):1103–1122

    MathSciNet  MATH  Google Scholar 

  • Wei G (2010) Some induced geometric agggregation operators with intuitionistic fuzzy information and their application to group decision making. Appl Soft Comput 10(2):423–431

    Google Scholar 

  • Wei G, Wei Y (2018) Some single-valued neutrosophic Dombi prioritized weighted aggregation operators in multiple attributes decision-making. J Intell Fuzzy Syst 35(2):2001–2013

    Google Scholar 

  • Xu ZS, Yager RR (2006) Some geometric aggregation operator based on intuionistic fuzzy sets. Int J Gen Syst 35(4):417–443

    MathSciNet  MATH  Google Scholar 

  • Xu ZS (2007) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15(6):1179–1187

    Google Scholar 

  • Xu ZS, Yager RR (2008) Dynamic intuitionistic fuzzy multi-attribute decision making. Int J Approx Reason 48(1):246–262

    MATH  Google Scholar 

  • Xu ZS, Yager RR (2011) Intuitionistic fuzzy Bonferonni means. IEEE Trans Syst Man Cybern B 41(2):568–578

    Google Scholar 

  • Yager RR (2010) Level sets and the representation theorem for intuitionistic fuzzy sets. Soft Comput 14(1):1–7

    MathSciNet  MATH  Google Scholar 

  • Zadeh LA (1965) Fuzzy sets. Inf Control 8(3):338–352

    MATH  Google Scholar 

  • Zhang WR (1998) Bipolar fuzzy sets. IEEE Int Conf Fuzzy Syst 1:835–840

    MathSciNet  Google Scholar 

  • Zhang H, Zheng Q, Liu T, Qu Y (2016) Mixed intuitionistic fuzzy aggregation operators decreasing results of unusual IFNs. In: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp 896–903

  • Zhou H, Qu G, Zou Y, Liu Z, Li C, Yan X (2018) A extended intuitionistic fuzzy choquet integral correlation coefficient based on Shaley index in multicriteria decision making. J Intell Fuzzy Syst 35(2):2051–2062

    Google Scholar 

Download references

Acknowledgements

We gratefully acknowledge the comments of the anonymous learned referees, which substantially helps us to improve the quality of the paper. The author, Utpal Mandal, would like to thank the Council of Scientific and Industrial Research (CSIR), India, for granting the financial support to continue this research work under the Junior Research Fellowship (JRF) scheme with sanctioned Grant No. 09/1269(0001)/2019-EMR-I, Dated 02/07/2019.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mijanur Rahaman Seikh.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Seikh, M.R., Mandal, U. Intuitionistic fuzzy Dombi aggregation operators and their application to multiple attribute decision-making. Granul. Comput. 6, 473–488 (2021). https://doi.org/10.1007/s41066-019-00209-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s41066-019-00209-y

Keywords

Navigation