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Higher-order metric subregularity and its applications

Author

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  • Boris Mordukhovich
  • Wei Ouyang

Abstract

This paper is devoted to the study of metric subregularity and strong subregularity of any positive order $$q$$ q for set-valued mappings in finite and infinite dimensions. While these notions have been studied and applied earlier for $$q=1$$ q = 1 and—to a much lesser extent—for $$q\in (0,1)$$ q ∈ ( 0 , 1 ) , no results are available for the case $$q>1$$ q > 1 . We derive characterizations of these notions for subgradient mappings, develop their sensitivity analysis under small perturbations, and provide applications to the convergence rate of Newton-type methods for solving generalized equations. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Boris Mordukhovich & Wei Ouyang, 2015. "Higher-order metric subregularity and its applications," Journal of Global Optimization, Springer, vol. 63(4), pages 777-795, December.
  • Handle: RePEc:spr:jglopt:v:63:y:2015:i:4:p:777-795
    DOI: 10.1007/s10898-015-0271-x
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    Citations

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    Cited by:

    1. Matthieu Maréchal, 2018. "Metric Subregularity in Generalized Equations," Journal of Optimization Theory and Applications, Springer, vol. 176(3), pages 541-558, March.
    2. Alexander Y. Kruger, 2016. "Nonlinear Metric Subregularity," Journal of Optimization Theory and Applications, Springer, vol. 171(3), pages 820-855, December.
    3. Amos Uderzo, 2016. "A Strong Metric Subregularity Analysis of Nonsmooth Mappings Via Steepest Displacement Rate," Journal of Optimization Theory and Applications, Springer, vol. 171(2), pages 573-599, November.
    4. Nguyen Xuan Duy Bao & Phan Quoc Khanh & Nguyen Minh Tung, 2022. "Quasi-contingent derivatives and studies of higher-orders in nonsmooth optimization," Journal of Global Optimization, Springer, vol. 84(1), pages 205-228, September.
    5. Huynh Ngai & Nguyen Huu Tron & Michel Théra, 2016. "Directional Hölder Metric Regularity," Journal of Optimization Theory and Applications, Springer, vol. 171(3), pages 785-819, December.

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