Skip to main content
Log in

Best rank one approximation of real symmetric tensors can be chosen symmetric

  • Research Article
  • Published:
Frontiers of Mathematics in China Aims and scope Submit manuscript

Abstract

We show that a best rank one approximation to a real symmetric tensor, which in principle can be nonsymmetric, can be chosen symmetric. Furthermore, a symmetric best rank one approximation to a symmetric tensor is unique if the tensor does not lie on a certain real algebraic variety.

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. Chen B, He S, Li Z, Zhang S. Maximum block improvement and polynomial optimization. SIAM J Optim, 2012, 22: 87–107

    Article  MathSciNet  MATH  Google Scholar 

  2. Defant A, Floret K. Tensor Norms and Operator Ideals. Amsterdam: North-Holland, 1993

    MATH  Google Scholar 

  3. Friedland S. Inverse eigenvalue problems. Linear Algebra Appl, 1977, 17: 15–51

    Article  MathSciNet  MATH  Google Scholar 

  4. Friedland S. Variation of tensor powers and spectra. Linear Multilinear Algebra, 1982, 12: 81–98

    Article  MathSciNet  MATH  Google Scholar 

  5. Friedland S, Robbin J, Sylvester J. On the crossing rule. Comm Pure Appl Math, 1984, 37: 19–37

    Article  MathSciNet  MATH  Google Scholar 

  6. Golub G H, Van Loan C F. Matrix Computation. 3rd ed. Baltimore: John Hopkins Univ Press, 1996

    Google Scholar 

  7. Kolda T G. On the best rank-k approximation of a symmetric tensor. Householder, 2011

  8. Lim L -H. Singular values and eigenvalues of tensors: a variational approach. In: Proc IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, (CAMSAP ’05), 1. 2005, 129–132

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shmuel Friedland.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Friedland, S. Best rank one approximation of real symmetric tensors can be chosen symmetric. Front. Math. China 8, 19–40 (2013). https://doi.org/10.1007/s11464-012-0262-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11464-012-0262-x

Keywords

MSC

Navigation