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Continuity of the Solution Map in Quadratic Programs under Linear Perturbations

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Abstract

It is well known that the solution map of a quadratic program where only the linear part of the data is subject to perturbation is an upper Lipschitz multifunction. This paper characterizes the continuity and lower semicontinuity of that solution map.

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References

  • Bank, B., Guddat, J., Klatte, D., Kummer, B., and Tammer, K., Non-Linear Parametric Optimization, Akademie Verlag, Berlin, Germany, 1982.

    Google Scholar 

  • Klatte, D., On the Lipschitz Behavior of Optimal Solutions in Parametric Problems of Quadratic Optimization and Linear Complementarity, Optimization, Vol. 16, pp. 819–831, 1985.

    MATH  MathSciNet  Google Scholar 

  • Cottle, R. W., Pang, J. S., and Stone, R. E., The Linear Complementarity Problem, Academic Press, New York, NY, 1992.

    MATH  Google Scholar 

  • Tam, N. N., and Yen, N. D., Continuity Properties of the Karush-Kuhn-Tucker Point Set in Quadratic Programming Problems, Mathematical Programming, Vol. 85, pp. 193–206, 1999.

    Article  MathSciNet  MATH  Google Scholar 

  • Tam, N. N., On Continuity of the Solution Map in Quadratic Programming, Acta Mathematica Vietnamica, Vol. 24, pp. 47–61, 1999.

    MathSciNet  MATH  Google Scholar 

  • Tam, N. N., Sufficient Conditions for the Stability of the Karush-Kuhn-Tucker Point Set in Quadratic Programming, Optimization, Vol. 50, pp. 45–60, 2001.

    MathSciNet  MATH  Google Scholar 

  • Tam, N. N., Directional Differentiability of the Optimal Value Function in Indefinite Quadratic Programming, Acta Mathematica Vietnamica, Vol. 26, pp. 377–394, 2001.

    MathSciNet  MATH  Google Scholar 

  • Phu, H. X., and Yen, N. D., On the Stability of Solutions to Quadratic Programming Problems, Mathematical Programming, Vol. 89, pp. 385–394, 2001.

    Article  MathSciNet  MATH  Google Scholar 

  • Tam, N. N., Continuity of the Optimal Value Function in Indefinite Quadratic Programming, Journal of Global Optimization, Vol. 23, pp. 43–61, 2002.

    Article  MathSciNet  MATH  Google Scholar 

  • Mangasarian, O. L., and Shiau, T. H., Lipschitz Continuity of Solutions of Linear Inequalities Programs and Complementarity Problems, SIAM Journal on Control and Optimization, Vol. 25, pp. 583–594, 1987.

    Article  MathSciNet  MATH  Google Scholar 

  • Eaves, B. C., On Quadratic Programming, Management Science, Vol. 17, pp. 698–711, 1971.

    MATH  Google Scholar 

  • Rockafellar, R. T., Convex Analysis, Princeton University Press, Princeton, New Jersey, 1970.

    MATH  Google Scholar 

  • Frank, M., and Wolfe, P., An Algorithm for Quadratic Programming, Naval Research Logistics Quarterly, Vol. 3, pp. 95–110, 1956.

    MathSciNet  Google Scholar 

  • Blum, E., and Oettli, W., Direct Proof of an Existence Theorem for Quadratic Programming, Operations Research, Vol. 20, pp. 165–167, 1972.

    Article  MathSciNet  MATH  Google Scholar 

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This work was supported by the Brain Korea 21 Project in 2003, the APEC Postdoctoral Fellowships Program, and the KOSEF Brain Pool Program. The authors thank Professor F. Giannessi and two anonymous referees for helpful comments.

Communicated by F. Giannessi

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Lee, G.M., Tam, N.N. & Yen, N.D. Continuity of the Solution Map in Quadratic Programs under Linear Perturbations. J Optim Theory Appl 129, 415–423 (2006). https://doi.org/10.1007/s10957-006-9076-x

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