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Global Uniqueness and Solvability for Tensor Complementarity Problems

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Abstract

Recently, the tensor complementarity problem has been investigated in the literature. An important question involving the property of global uniqueness and solvability for a class of tensor complementarity problems was proposed by Song and Qi (J Optim Theory Appl, 165:854–873, 2015). In the present paper, we give an answer to this question by constructing two counterexamples. We also show that the solution set of this class of tensor complementarity problems is nonempty and compact. In particular, we introduce a class of related structured tensors and show that the corresponding tensor complementarity problem has the property of global uniqueness and solvability.

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References

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

    MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  3. Song, Y.S., Qi, L.: Properties of tensor complementarity problem and some classes of structured tensors. arXiv:1412.0113v1 (2014)

  4. Song, Y.S., Qi, L.: Tensor complementarity problem and semi-positive tensors. J. Optim. Theory Appl. (2015). doi:10.1007/s10957-015-0800-2

  5. Che, M.L., Qi, L., Wei, Y.M.: Positive definite tensors to nonlinear complementarity problems. J. Optim. Theory Appl. 168, 475–487 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  6. Luo, Z.Y., Qi, L., Xiu, N.H.: The sparsest solutions to \(Z\)-tensor complementarity problems. Optim. Lett. (2016). doi:10.1007/s11590-016-1013-9

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

    Article  MathSciNet  MATH  Google Scholar 

  8. Facchinei, F., Pang, J.-S.: Finite-Dimensional Variational Inequalities and Complementarity Problems. Springer, New York (2003)

    MATH  Google Scholar 

  9. Han, J.Y., Xiu, N.H., Qi, H.D.: Nonlinear Complementarity Theory and Algorithm. Shanghai Science and Technology Press, Shanghai (2006). (in Chinese)

    Google Scholar 

  10. Samelson, H., Thrall, R.M., Wesler, O.: A partition theorem for euclidean \(n\)-space. Proc. Am. Math. Soc. 9, 805–907 (1958)

    MathSciNet  MATH  Google Scholar 

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

    Article  MathSciNet  MATH  Google Scholar 

  12. Lim, L.H.: Singular values and eigenvalues of tensors: A variational approach. In: Computational Advances in Multi-Sensor Adaptive Processing, vol. 1. Puerto Vallarta: IEEE, pp. 129–132 (2005)

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

    Article  MathSciNet  MATH  Google Scholar 

  14. Zhang, L.P., Qi, L., Zhou, G.L.: M-tensors and some applications. SIAM J. Matrix Anal. Appl. 35, 437–452 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  15. Chen, H., Qi, L.: Positive definiteness and semi-definiteness of even order symmetric Cauchy tensors. J. Ind. Manag. Optim. 11, 1263–1274 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  16. Qi, L., Song, Y.S.: An even order symmetric B tensor is positive definite. Linear Algebra Appl. 457, 303–312 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  17. Ding, W.Y., Qi, L., Wei, Y.M.: M-tensors and nonsingular M-tensors. Linear Algebra Appl. 439, 3264–3278 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  18. Song, Y.S., Qi, L.: Infinite and finite dimensional Hilbert tensors. Linear Algebra Appl. 451, 1–14 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  19. Chen, Z., Qi, L.: Circulant tensors with applications to spectral hypergraph theory and stochastic process. J. Ind. Manag. Optim. 12, 1227–1247 (2016)

  20. Megiddo, N., Kojima, M.: On the existence and uniqueness of solutions in nonlinear complementarity problems. Math. Program. 12, 110–130 (1977)

    Article  MathSciNet  MATH  Google Scholar 

  21. Gowda, M.S., Sznajder, R.: Some global uniqueness and solvability results for linear complementarity problems over symmetric cones. SIAM J. Optim. 18, 461–481 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  22. Miao, X.H., Huang, Z.H.: GUS-property for Lorentz cone linear complementarity problems on Hilbert spaces. Sci. China Math. 54, 1259–1268 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  23. Yuan, P.Z., You, L.H.: Some remarks on \(P\), \(P_{0}\), \(B\), \(B_{0}\) tensors. Linear Algebra Appl. 459, 511–521 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  24. Song, Y.S., Yu, G.H.: Properties of solution set of tensor complementarity problem. J. Optim. Theory Appl. (2016). doi:10.1007/s10957-016-0907-0

  25. Ding, W.Y., Luo, Z.Y., Qi, L.: \(P\)-tensors, \(P_0\)-tensors, and tensor complementarity problem, arXiv:1507.06731v1 (2015)

  26. Wang, Y., Huang, Z.H., Bai, X.L.: Exceptionally regular tensors and tensor complementarity problems, arXiv:1508.06422v1 (2015)

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

    Article  MathSciNet  MATH  Google Scholar 

  28. Moré, J.J.: Coercivity conditions in nonlinear complementarity problems. Math. Program. 16, 1–16 (1974)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgments

This work is partially supported by the National Natural Science Foundation of China (Grant Nos. 11171252 and 11431002).

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Correspondence to Zheng-Hai Huang.

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Communicated by Liqun Qi.

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Bai, XL., Huang, ZH. & Wang, Y. Global Uniqueness and Solvability for Tensor Complementarity Problems. J Optim Theory Appl 170, 72–84 (2016). https://doi.org/10.1007/s10957-016-0903-4

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  • DOI: https://doi.org/10.1007/s10957-016-0903-4

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