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Sensitivity analysis of a stationary point set map under total perturbations. II: Robinson stability. (English) Zbl 1409.49025

Summary: In Part I of our paper [ibid. 180, No. 1, 91–116 (2019; Zbl 1409.49024)], we have estimated the Fréchet coderivative and the Mordukhovich coderivative of the stationary point set map of a smooth parametric optimization problem with one smooth functional constraint under total perturbations. From these estimates, necessary and sufficient conditions for the local Lipschitz-like property of the map have been obtained. In this part, we establish sufficient conditions for the Robinson stability of the stationary point set map. This allows us to revisit and extend several stability theorems in indefinite quadratic programming. A comparison of our results with the ones which can be obtained via another approach is also given.

MSC:

49K40 Sensitivity, stability, well-posedness
49J53 Set-valued and variational analysis
90C31 Sensitivity, stability, parametric optimization
90C20 Quadratic programming

Citations:

Zbl 1409.49024

References:

[1] Huyen, D.T.K., Yao, J.-C., Yen, N.D.: Sensitivity analysis of a stationary point set map under total perturbations. Part 1: Lipschitzian stability. J. Optim. Theory Appl. https://doi.org/10.1007/s10957-018-1294-5 · Zbl 1409.49024
[2] Levy, A.B., Mordukhovich, B.S.: Coderivatives in parametric optimization. Math. Program. 99, 311-327 (2004) · Zbl 1079.90136 · doi:10.1007/s10107-003-0452-0
[3] Qui, N.T.: Generalized differentiation of a class of normal cone operators. J. Optim. Theory Appl. 161, 398-429 (2014) · Zbl 1297.49020 · doi:10.1007/s10957-013-0427-0
[4] Qui, N.T.: Coderivatives of implicit multifunctions and stability of variational systems. J. Glob. Optim. 65, 615-635 (2016) · Zbl 1341.49018 · doi:10.1007/s10898-015-0387-z
[5] Robinson, S.M.: Strongly regular generalized equations. Math. Oper. Res. 5, 43-62 (1980) · Zbl 0437.90094 · doi:10.1287/moor.5.1.43
[6] Mordukhovich, B.S.: Variational Analysis and Generalized Differentiation, Vol. I: Basic Theory, Vol. II: Applications. Springer, Berlin (2006) · Zbl 1100.49002 · doi:10.1007/3-540-31247-1
[7] Rockafellar, R.T., Wets, R.J.-B.: Variational Analysis. Springer, Berlin (1998) · Zbl 0888.49001 · doi:10.1007/978-3-642-02431-3
[8] Mordukhovich, B.S.: Complete characterization of openness, metric regularity, and Lipschitzian properties of multifunctions. Trans. Am. Math. Soc. 340, 1-36 (1993) · Zbl 0791.49018 · doi:10.1090/S0002-9947-1993-1156300-4
[9] Huyen, D.T.K., Yen, N.D.: Coderivatives and the solution map of a linear constraint system. SIAM J. Optim. 26, 986-1007 (2016) · Zbl 1337.49024 · doi:10.1137/140998469
[10] Gfrerer, H., Mordukhovich, B.S.: Robinson stability of parametric constraint systems via variational analysis. SIAM J. Optim. 27, 438-465 (2017) · Zbl 1368.49014 · doi:10.1137/16M1086881
[11] Mordukhovich, B.S., Rockafellar, R.T.: Second-order subdifferential calculus with applications to tilt stability in optimization. SIAM J. Optim. 22, 953-986 (2012) · Zbl 1260.49022 · doi:10.1137/110852528
[12] Lee, G.M., Yen, N.D.: Fréchet and normal coderivatives of implicit multifunctions. Appl. Anal. 90, 1011-1027 (2011) · Zbl 1225.49022 · doi:10.1080/00036811.2010.483432
[13] Yen, N.D., Yao, J.-C.: Point-based sufficient conditions for metric regularity of implicit multifunctions. Nonlinear Anal. 70, 2806-2815 (2009) · Zbl 1156.49014 · doi:10.1016/j.na.2008.04.005
[14] Lee, G.M., Tam, N.N., Yen, N.D.: Stability of linear-quadratic minimization over Euclidean balls. SIAM J. Optim. 22, 936-952 (2012) · Zbl 1268.90039 · doi:10.1137/070710317
[15] Lee, G.M., Yen, N.D.: Coderivatives of a Karush-Kuhn-Tucker point set map and applications. Nonlinear Anal. 95, 191-201 (2014) · Zbl 1282.90187 · doi:10.1016/j.na.2013.09.007
[16] Qui, N.T., Yen, N.D.: A class of linear generalized equations. SIAM J. Optim. 24, 210-231 (2014) · Zbl 1291.49015 · doi:10.1137/120882329
[17] Dontchev, A.L., Rockafellar, R.T.: Characterizations of strong regularity for variational inequalities over polyhedral convex sets. SIAM J. Optim. 6, 1087-1105 (1996) · Zbl 0899.49004 · doi:10.1137/S1052623495284029
[18] Dontchev, A., Rockafellar, R.T.: Implicit Functions and Solution Mappings. A View from Variational Analysis. Springer, Berlin (2009) · Zbl 1178.26001 · doi:10.1007/978-0-387-87821-8
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