Skip to main content
Log in

Existence of the least element solution of the vertical block Z-tensor complementarity problem

  • Original Paper
  • Published:
Optimization Letters Aims and scope Submit manuscript

Abstract

The aim of this paper is to prove the existence of the least element solution to the vertical tensor complementarity problem when the involved tensor is a vertical block Z-tensor and the feasible set of the problem is nonempty. Our constructional proof shows that the least element solution of this problem can be found by solving a polynomial optimization problem. Two numerical examples are given to verify our findings.

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. Che, M., Qi, L., Wei, Y.: The generalized order tensor complementarity problems. Numer. Math. Theor. Meth. Appl. 13(1), 131–149 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  2. Cottle, R.W., Pang, J.-S., Stone, R.E.: The linear complementarity problem. Academic Press, Boston (1992)

    MATH  Google Scholar 

  3. Han, J., Xiu, N., Qi, H.D.: Nonlinear complementarity theory and algorithms. Shanghai Science and Technology Press, Shanghai (2006). (in Chinese)

  4. Cottle, R.W., Dantzig, G.B.: A generalization of the linear complementarity problem. J. Comb. Theory 8(1), 79–90 (1970)

    Article  MathSciNet  MATH  Google Scholar 

  5. Ebiefung, A.A.: Existence theory and \(Q\)-matrix characterization for the generalized linear complementarity problem: Revisited. J. Math. Anal. Appl. 329(2), 1421–1429 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  6. Ebiefung, A.A., Kostreva, M.M.: The generalized Leontief input-output model and its application to the choice of new technology. Ann. Oper. Res. 44(2), 161–172 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  7. Ebiefung, A.A., Kostreva, M.M.: The generalized linear complementarity problem: Least element theory and \(Z\)-matrices. J. Global Optim. 11(2), 151–161 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  8. Gowda, M.S., Sznajder, R.: The generalized order linear complementarity problem. SIAM J. Matrix Anal. Appl. 15(3), 779–795 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  9. Mohan, S.R., Neogy, S.K.: Algorithms for the generalized linear complementarity problem with a vertical block Z-matrix. SIAM J. Optim. 6(4), 994–1006 (1996)

    Article  MathSciNet  MATH  Google Scholar 

  10. Mohan, S.R., Neogy, S.K., Parthasarathy, T., Sinha, S.: Vertical linear complementarity and discounted zero-sum stochastic games with ARAT structure. Math. Program. 86, 637–648 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  11. Qi, H.D., Liao, L.Z.: A smoothing Newton method for extended vertical linear complementarity problems. SIAM J. Matrix Anal. Appl. 21(1), 45–66 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  12. Peng, J.M., Lin, L.: A non-interior continuation method for generalized linear complementarity problems. Math. Program. 86, 533–563 (1999)

    Article  MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  14. Huang, Z.H., Qi, L.: Formulating an \(n\)-person noncooperative game as a tensor complementarity problem. Comput. Optim. Appl. 66(3), 557–576 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  15. Huang, Z.H., Qi, L.: Tensor complementarity problems - part I: basic theory. J. Optim. Theory Appl. 183(1), 1–23 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  16. Qi, L., Huang, Z.H.: Tensor complementarity problems - part II: solution methods. J. Optim. Theory Appl. 183(2), 365–385 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  17. Huang, Z.H., Qi, L.: Tensor complementarity problems - part III: applications. J. Optim. Theory Appl. 183(3), 771–791 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  18. Luo, Z., Qi, L., Xiu, N.: The sparsest solutions to \(Z\)-tensor complementarity problems. Optim. Lett. 11, 471–482 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  19. Xie, S.L., Li, D.H., Xu, H.R.: An iterative method for finding the least solution to the tensor complementarity problem. J. Optim. Theory Appl. 175, 119–136 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  20. Xu, H.R., Li, D.H., Xie, S.L.: An equivalent tensor equation to the tensor complementarity problem with positive semi-definite Z-tensor. Optim. Lett. 13, 685–694 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  21. Xie, S.L., Xu, H.R.: A two-level additive Schwarz method for a kind of tensor complementarity problem. Linear Algebra Appl. 584, 394–408 (2020)

    Article  MathSciNet  MATH  Google Scholar 

  22. Huang, Z.H., Li, Y.F., Miao, X.H.: Finding the least element of a nonnegative solution set of a class of polynomial inequalities. Accepted for publication in SIAM J. Matrix Anal, Appl (2022)

    Google Scholar 

  23. Lasserre, J.B.: Global optimization with polynomials and the problem of moments. SIAM J. Optim. 11, 796–817 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  24. Henrion, D., Lasserre, J.-B., Löfberg, J.: GloptiPoly 3: moments, optimization and semidefinite programming. Optim. Method. Softw. 24(4–5), 761–779 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  25. Strum, J.F.: Using sedumi \(1.02\), a matlab toolbox for optimization over symmetric cones. Optim. Methods Softw. 11-12, 625-653 (1999)

  26. Huang, Z.H., Li, Y.F., Wang, Y.: A fixed point iterative method for tensor complementarity problems with the implicit \(Z\)-tensors. J. Global Optim. (2022). https://doi.org/10.1007/s10898-022-01263-8

    Article  MATH  Google Scholar 

Download references

Acknowledgment

This work was partially supported by the National Natural Science Foundation of China (Grant Nos. 12171357 and 11871051).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zheng-Hai Huang.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Meng, R., Huang, ZH. & Wang, Y. Existence of the least element solution of the vertical block Z-tensor complementarity problem. Optim Lett 17, 1697–1709 (2023). https://doi.org/10.1007/s11590-023-01977-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11590-023-01977-y

Keywords

Navigation