Skip to main content
Log in

Three-value cutting tensors of intuitionistic fuzzy tensors

  • Methodologies and Application
  • Published:
Soft Computing Aims and scope Submit manuscript

Abstract

In this paper, we first introduce the definition of three-value cutting tensors of intuitionistic fuzzy tensors. Secondly, we discuss some fundamental properties by the definition of the three-value cutting tensors and relationships between elements and discuss the application of three-value cutting tensors in evaluating engineering projects. Finally, we investigate decomposition of intuitionistic fuzzy tensors by three-value cutting tensors under max–min compositional operations. Our numerical examples show the feasibility of the presented decomposition 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

  • Atanassov T (1983) Intuitionistic fuzzy sets. VII ITKR’S Session, Sofia

    MATH  Google Scholar 

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

    Article  Google Scholar 

  • Atanassov KT (1999) Intuitionistic fuzzy sets. Springer, Heidelberg

    Book  Google Scholar 

  • Chen L, Lu LZ (2016) Algorithms for finding oscillation period of fuzzy tensors. Front Artif Intell Appl 293:51–57

    Google Scholar 

  • Chen L, Lu LZ (2018) Convergence algorithms of fuzzy tensors. J Intell Fuzzy Syst 34:1769–1775

    Article  Google Scholar 

  • Chen L, Chen Z (2019) Decomposition theorem of fuzzy tensors and its applications. J Intell Fuzzy Syst 36:575–581

    Article  Google Scholar 

  • Chen L (2020) Decomposition theorem of intuitionistic fuzzy tensors. Comput Appl Math. https://doi.org/10.1007/s40314-019-1000-8

    Article  MathSciNet  MATH  Google Scholar 

  • Harshman RA (1970) Foundations of the PARAFAC procedure: models and conditions for an “explanatory” multi-model factor analysis. UCLA working papers in phonetics 16, pp 1–84

  • Hitchcock FL (1927a) The expression of a tensor or a polyadic as a sum of products. J Math Phys 6:164–189

    Article  Google Scholar 

  • Hitchcock FL (1927b) Multiple invariants and generalized rank of p-way matrix or tensor. J Math Phys 7:39–79

    Article  Google Scholar 

  • Kolda TG, Bader BW (2009) Tensor decomposition and applications. SIAM Rev 51:455–500

    Article  MathSciNet  Google Scholar 

  • Lathauwer LDE, Moor BDE, Vandwalle J (2000) A multilinear singular value decomposition. SIAM J Matrix Anal Appl 21:1253–1278

    Article  MathSciNet  Google Scholar 

  • Lee HY, Jeong NG (2005) Canonical form of a transitive intuitionistic fuzzy matrices. Honam Math J 27(4):543–550

    Article  Google Scholar 

  • Li CD, Yi JQ, Wang HK (2018) Interval data driven construction of shadwed sets with application to llinguistic word medelling. Inf Sci. https://doi.org/10.1016/j.ins.2018.11.018

    Article  Google Scholar 

  • Li CD, Gao JL, Yi JQ, Zhang GQ (2018) Analysis and design of functionally weighed single-input-rule-modules connected fuzzy inference systems. IEEE Trans Fuzzy Syst 26:56–71

    Article  Google Scholar 

  • Lim LH (2005) Singular values and eigenvalues of tensors: a variational approach. In: Proceedings of the IEEE internatinal workshop on computation advances in multi-tensor adaptive processing, vol 1, pp 129–132

  • Murugadas P, Lalitha K (2016) Decomposition of an intuitionistic fuzzy matrix using implication operators. Ann Fuzzy Math Inform 11(1):11–18

    MathSciNet  MATH  Google Scholar 

  • Muthuraji T, Sriram S, Murugadas P (2016) Decomposition of intuitionistic fuzzy matrices. Fuzzy Inf Eng 8:345–354

    Article  MathSciNet  Google Scholar 

  • Muthuraji T, Sriram S (2017) Representation and decomposition of intuitionistic fuzzy matrix using some \((\alpha, \acute{\alpha })\) cuts. Appl Appl Math 12(1):241–258

    MathSciNet  MATH  Google Scholar 

  • Oseledets IV, Savostianov DV, Tyrtyshnikov EE (2008) Tucker dimensionality reduction of three-dimensional arrays in linear time. SIAM J Matrix Anal Appl 30(3):939–956

    Article  MathSciNet  Google Scholar 

  • Oseledets IV (2011) Tensor-train decomposition. SIAM J Sci Comput 33(5):2295–2317

    Article  MathSciNet  Google Scholar 

  • Oseledets IV, Tyrtyshnikov EE (2009) Breaking the curse of demensionality or how to use svd in many demensions. SIAM J Sci Comput 31(5):3744–3759

    Article  MathSciNet  Google Scholar 

  • Qi LQ (2005) Eigenvalues of a real supersymmetric tensor. J Symb Comput 40:1302–1324

    Article  MathSciNet  Google Scholar 

  • Tucker LR (1966) Some mathematical notes on three-mode factor analysis. Psychometrika 31:279–311

    Article  MathSciNet  Google Scholar 

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

    Article  Google Scholar 

  • Yuan XH, Li HX, Sun KB (2011) The cut sets, decomposition theorem and representation theorem on intuitionistic fuzzy sets and interval valued fuzzy sets. Sci China Inf Sci 54(1):91–110

    Article  MathSciNet  Google Scholar 

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

    Article  Google Scholar 

Download references

Acknowledgements

The work was supported by the Doctor Foundation of Shandong Jianzhu University(X19046Z) and Taishan Scholar Project of Shandong Province (TSQN201812092) and National Natural Science Foundation of China (Grant No.11671105).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ling Chen.

Ethics declarations

Conflict of interest

The authors declare that there are no conflict of interest regarding the publication of this paper.

Ethical approval

This article does not contain any studies with human participants or animals performed by any of the authors.

Additional information

Communicated by V. Loia.

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

Chen, L. Three-value cutting tensors of intuitionistic fuzzy tensors. Soft Comput 24, 18953–18958 (2020). https://doi.org/10.1007/s00500-020-05125-x

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00500-020-05125-x

Keywords

Navigation