Skip to main content
Log in

Positive-Definite Tensors to Nonlinear Complementarity Problems

  • Published:
Journal of Optimization Theory and Applications Aims and scope Submit manuscript

Abstract

The main purpose of this paper was to investigate some kinds of nonlinear complementarity problems (NCP). For the structured tensors, such as symmetric positive-definite tensors and copositive tensors, we derive the existence theorems on a solution of these kinds of nonlinear complementarity problems. We prove that a unique solution of the NCP exists under the condition of diagonalizable tensors.

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. Cottle, R.W.: Nonlinear programs with positively bounded Jacobians. SIAM J. Appl. Math. 14, 147–158 (1966)

    Article  MathSciNet  MATH  Google Scholar 

  2. Facchinei, F., Pang, J.S.: Finite-dimensional Variational Inequalities and Complementarity Problems, vols. I and II. Springer, New York (2003)

    Google Scholar 

  3. Harker, P.T., Pang, J.S.: Finite-dimensional variational inequality and nonlinear complementarity problems: a survey of theory, algorithms and applications. Math. Progr. 48, 161–220 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  4. Karamardian, S.: The complementarity problem. Math. Progr. 2, 107–129 (1972)

    Article  MathSciNet  MATH  Google Scholar 

  5. Moré, J.J.: Classes of functions and feasibility conditions in nonlinear complementarity problems. Math. Progr. 6, 327–338 (1974)

    Article  MATH  Google Scholar 

  6. Noor, M.A.: On the nonlinear complementarity problem. J. Math. Anal. Appl. 123, 455–460 (1987)

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MATH  Google Scholar 

  8. Lim, L.: Singular values and eigenvalues of tensors: a variational approach. In First international workshop on computational advances in multi-sensor adaptive processing, IEEE, pp. 129–132 (2005)

  9. Den Hertog, D., Roos, C., Terlaky, T.: The linear complementarity problem, sufficient matrices, and the criss-cross method. Linear Algebra Appl. 187, 1–14 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  10. Golub, G.H., Van Loan, C.F.: Matrix Computations. Johns Hopkins University Press, Baltimore (2013)

    MATH  Google Scholar 

  11. Berman, A., Plemmons, R.J.: Nonnegative Matrices in the Mathematical Sciences. SIAM, Philadelphia (1994)

    Book  MATH  Google Scholar 

  12. Baumert, L.D.: Extreme copositive quadratic forms II. Pac. J. Math. 20, 1–20 (1967)

    Article  MathSciNet  MATH  Google Scholar 

  13. Hiriart-Urruty, J.B., Seeger, A.: A variational approach to copositive matrices. SIAM Rev. 52, 593–629 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  14. Qi, L.: Symmetric nonnegative tensors and copositive tensors. Linear Algebra Appl. 439, 228–238 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  15. Kolda, T.G., Bader, B.W.: Tensor decompositions and applications. SIAM Rev. 51, 455–500 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  16. Prugovečki, E.: Quantum Mechanics in Hilbert Space. Academic Press, New York (1981)

    MATH  Google Scholar 

  17. Ding, W., Qi, L., Wei, Y.: Fast Hankel tensor-vector product and its application to exponential data fitting. Numer. Linear Algebra Appl. (to appear). doi: 10.1002/nla.1970

  18. Ding, W., Wei, Y.: Generalized tensor eigenvalue problems. SIAM J. Matrix Anal. Appl. (to appear)

  19. Cottle, R.W., Pang, J.S., Stone, R.E.: The Linear Complementarity Problem. Academic Press, Boston (1992)

    MATH  Google Scholar 

  20. Song, Y., Qi, L.: Properties of some classes of structured tensors. J. Optim. Theory Appl. 165, 854–873 (2015)

    Article  MathSciNet  Google Scholar 

  21. Nocedal, J., Wright, S.J.: Numerical Optimization. Springer, New York (1999)

    Book  MATH  Google Scholar 

Download references

Acknowledgments

The authors would like to thank the anonymous referees for their valuable suggestions which help us to improve the manuscript. The first and the third authors are supported by the National Natural Science Foundation of China under Grant 11271084, and the second author was supported by the Hong Kong Research Grant Council (Grant Nos. PolyU 502510, 502111, 501212, 501913).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yimin Wei.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Che, M., Qi, L. & Wei, Y. Positive-Definite Tensors to Nonlinear Complementarity Problems. J Optim Theory Appl 168, 475–487 (2016). https://doi.org/10.1007/s10957-015-0773-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10957-015-0773-1

Keywords

Mathematics Subject Classification

Navigation