Skip to main content
Log in

On the Bound of the Eigenvalue in Module for a Positive Tensor

  • Published:
Journal of the Operations Research Society of China Aims and scope Submit manuscript

Abstract

In this paper, we propose a bound for ratio of the largest eigenvalue and second largest eigenvalue in module for a higher-order tensor. From this bound, one may deduce the bound of the second largest eigenvalue in module for a positive tensor, and the bound can reduce to the matrix cases.

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

  1. Ng, M., Qi, L.Q., Zhou, G.L.: Finding the largest eigenvalue of a nonnegative tensor. SIAM J. Matrix Anal. Appl. 31, 1090–1099 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  2. Lim, L.H.: Singular values and eigenvalues of tensors: a variational approach. In: Proceedings of the IEEE International Workshop on Computational Advances in Multi-sensor Adaptive Processing, vol. 1, pp. 129–132. IEEE Computer Society Press, Piscataway (2005)

  3. Qi, L.: Eigenvalues of a real supersymmetric tensor. J. Symb. Comput. 40, 1302–1324 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  4. Lathauwer, L.D., Moor, B.D., Vandewalle, J.: A multilinear singular value decomposition. SIAM J. Matrix Anal. Appl. 21, 1253–1278 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  5. Chang, K., Pearson, K., Zhang, T.: Perron–Frobenius theorem for nonnegative tensors. Commun. Math. Sci. 6, 507–520 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  6. Yang, Y.N., Yang, Q.Z.: Further results for Perron–Frobenius theorem for nonnegative tensors. SIAM J. Matrix Anal. Appl. 32, 2517–2530 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  7. Friedland, S., Gaubert, S., Han, L.: Perron–Frobenius theorem for nonnegative multilinear forms and extensions. Linear Algebr. Appl. 438, 738–749 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  8. Zhan, X.: Matrix Theory. American Mathematical Society, Providence (2013)

    Book  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wen Li.

Additional information

The first author was supported in part by the National Natural Science Foundation of China (Nos. 11271144 and 11671158). The third author was supported in part by University of Macau (No. MYRG2015-00064-FST).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Li, W., Liu, WH. & Vong, SW. On the Bound of the Eigenvalue in Module for a Positive Tensor. J. Oper. Res. Soc. China 5, 123–129 (2017). https://doi.org/10.1007/s40305-016-0142-2

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40305-016-0142-2

Keywords

Mathematics Subject Classification

Navigation