Skip to main content
Log in

Geometric Bonferroni means of interval-valued intuitionistic fuzzy numbers and their application to multiple attribute group decision making

  • Original Article
  • Published:
Neural Computing and Applications Aims and scope Submit manuscript

Abstract

The aim of the paper was to propose the interval-valued intuitionistic fuzzy geometric Bonferroni mean and the weighted interval-valued intuitionistic fuzzy geometric Bonferroni mean for aggregating interval-valued intuitionistic fuzzy sets, taking into account the interrelationship between interval-valued intuitionistic fuzzy arguments. Then, some useful properties and special cases of the developed operators are investigated. Furthermore, the developed operators are used to put forward an approach for multiple attribute group decision making with interval-valued intuitionistic fuzzy information. Finally, an illustrative example is furnished to show the feasibility and practicality of the developed approach.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

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

    Article  MATH  Google Scholar 

  2. Atanassov K, Gargov G (1989) Interval valued intuitionistic fuzzy sets. Fuzzy Sets Syst 31:343–349

    Article  MathSciNet  MATH  Google Scholar 

  3. Bonferroni C (1950) Sulle medie multiple di potenze. Boll Mat Ital 5:267–270

    MathSciNet  MATH  Google Scholar 

  4. Chiclana F, Herrera F, Herrera-ViedmaE (2000) The ordered weighted geometric operator: properties and application. In: Proceedings of the eighth international conference on information processing and management of uncertainty in knowledge-based systems, Madrid, Spain, pp 985–991

  5. Choquet G (1953) Theory of capacities. Annales de l’Institut Fourier (Crenoble) 5:131–295

    Article  MathSciNet  MATH  Google Scholar 

  6. Kafrawy PE, Cartney RM (2005) Reasoning with geometric information in digital space. Knowl Based Syst 18:179–186

    Article  Google Scholar 

  7. Liu PD, Jin F (2012) The trapezoid fuzzy linguistic Bonferroni mean operators and their application to multiple attribute decision making. Sci Iran 19:1947–1959

    Article  Google Scholar 

  8. Merigó JM, Gil-Lafuente AM (2009) The induced generalized OWA operator. Inf Sci 179:729–741

    Article  MathSciNet  MATH  Google Scholar 

  9. Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25:529–539

    MATH  Google Scholar 

  10. Wang TC, Lee HD (2009) Developing a fuzzy TOPSIS approach based on subjective weights and objective weights. Expert Syst Appl 36:8980–8985

    Article  Google Scholar 

  11. Wei GW, Wang XR (2007) Some geometric aggregation operators based on interval-valued intuitionistic fuzzy sets and their application to group decision making. In: Proceedings of the international conference on computational intelligence and security. IEEE Computer Society Press, Washington, DC, pp 495–499

  12. Wei GW, Zhao XF, Lin R, Wang HJ (2013) Uncertain linguistic Bonferroni mean operators and their application to multiple attribute decision making. Appl Math Model 37:5277–5285

    Article  MathSciNet  Google Scholar 

  13. Xia MM, Xu ZS (2011) Hesitant fuzzy information aggregation in decision making. Int J Approx Reason 52:395–407

    Article  MathSciNet  MATH  Google Scholar 

  14. Xia MM, Xu ZS, Zhu B (2012) Generalized intuitionistic fuzzy Bonferroni means. Int J Intell Syst 27:23–47

    Article  Google Scholar 

  15. Xia MM, Xu ZS, Zhu B (2013) Geometric Bonferroni means with their application in multi-criteria decision making. Knowl Based Syst 40:88–100

    Article  Google Scholar 

  16. Xu ZS (2007) Methods for aggregating interval-valued intuitionistic fuzzy information and their application to decision making. Control Decis 22:215–219

    Google Scholar 

  17. Xu ZS (2010) Uncertain Bonferroni mean operators. Int J Comput Intell Syst 3(6):761–769

    Article  Google Scholar 

  18. Xu ZS, Chen J (2007) Approach to group decision making based on interval-valued intuitionistic judgment matrices. Syst Eng Theory Pract 27:126–133

    Article  Google Scholar 

  19. Xu ZS, Chen J (2007) On geometric aggregation over interval-valued intuitionistic fuzzy information. In: Proceedings of the fourth international conference on fuzzy systems and knowledge discovery. IEEE Computer Society Press, Washington, DC, pp 466–471

  20. Xu ZS, Chen Q (2011) A multi-criteria decision making procedure based on interval-valued intuitionistic fuzzy Bonferroni means. J Syst Sci Syst Eng 20:217–228

    Article  Google Scholar 

  21. Xu ZS, Da QL (2002) The ordered weighted geometric averaging operators. Int J Intell Syst 17:709–716

    Article  MATH  Google Scholar 

  22. Xu ZS, Yager RR (2010) Power-geometric operators and their use in group decision making. IEEE Trans Fuzzy Syst 18:94–105

    Article  Google Scholar 

  23. Xu ZS, Yager RR (2011) Intuitionistic fuzzy Bonferroni means. IEEE Trans Syst Man Cybern 41:568–578

    Article  Google Scholar 

  24. Xu RN, Zhai XY (1992) Extensions of the analytic hierarchy process in fuzzy environment. Fuzzy Sets Syst 52:251–257

    Article  MathSciNet  Google Scholar 

  25. Yager RR (1988) On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Trans Syst Man Cybern 18:183–190

    Article  MATH  Google Scholar 

  26. Yager RR (2001) The power average operator. IEEE Trans Syst Man Cybern 31:724–731

    Article  Google Scholar 

  27. Yager RR (2004) OWA aggregation over a continuous interval argument with applications to decision making. IEEE Trans Syst Man Cybern 34:1952–1963

    Article  Google Scholar 

  28. Yager RR (2004) Generalized OWA aggregation operators. Fuzzy Optim Decis Making 3:93–107

    Article  MathSciNet  MATH  Google Scholar 

  29. Yager RR (2009) On generalized Bonferroni mean operators for multi-criteria aggregation. Int J Approx Reason 50:1279–1286

    Article  MathSciNet  MATH  Google Scholar 

  30. Yager RR, Filev DP (1999) Induced ordered weighted averaging operators. IEEE Trans Syst Man Cybern B 29:141–150

    Article  Google Scholar 

  31. Yager RR, Xu ZS (2006) The continuous ordered weighted geometric operator and its application to decision making. Fuzzy Sets Syst 157:1393–1402

    Article  MathSciNet  MATH  Google Scholar 

  32. Zadeh LA (1965) Fuzzy sets. Inf Control 8:338–353

    Article  MATH  Google Scholar 

  33. Zhou W, He JM (2012) Intuitionistic fuzzy geometric Bonferroni means and their application in multicriteria decision making. Int J Intell Syst 27:995–1019

    Article  Google Scholar 

  34. Zhu B, Xu ZS (2013) Hesitant fuzzy Bonferroni means for multi-criteria decision making. J Oper Res Soc 64(12):1831–1840

    Article  Google Scholar 

  35. Zhu B, Xu ZS, Xia MM (2010) Hesitant fuzzy geometric Bonferroni means. Inf Sci 205(1):72–85

    MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

The author thanks the anonymous referees for their valuable suggestions in improving this paper. This work is supported by the National Natural Science Foundation of China (Grant Nos. 61375075, 61672205) and the Scientific Research Project of Department of Education of Hebei Province of China (Grant Nos. QN2015026, QN2016235).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhiming Zhang.

Ethics declarations

Conflict of interest

The author declares that he has no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, Z. Geometric Bonferroni means of interval-valued intuitionistic fuzzy numbers and their application to multiple attribute group decision making. Neural Comput & Applic 29, 1139–1154 (2018). https://doi.org/10.1007/s00521-016-2621-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00521-016-2621-0

Keywords

Navigation