In terms of the normal cone and the coderivative, we provide some necessary and/or sufficient conditions of metric subregularity for (not necessarily closed) convex multifunctions in normed spaces. As applications, we present some error bound results for (not necessarily lower semicontinuous) convex functions on normed spaces. These results improve and extend some existing error bound results.
Mots clés : metric subregularity, multifunction, normal cone, coderivative
@article{COCV_2010__16_3_601_0, author = {Zheng, Xi Yin and Ng, Kung Fu}, title = {Metric subregularity for nonclosed convex multifunctions in normed spaces}, journal = {ESAIM: Control, Optimisation and Calculus of Variations}, pages = {601--617}, publisher = {EDP-Sciences}, volume = {16}, number = {3}, year = {2010}, doi = {10.1051/cocv/2009012}, mrnumber = {2674628}, language = {en}, url = {http://www.numdam.org/articles/10.1051/cocv/2009012/} }
TY - JOUR AU - Zheng, Xi Yin AU - Ng, Kung Fu TI - Metric subregularity for nonclosed convex multifunctions in normed spaces JO - ESAIM: Control, Optimisation and Calculus of Variations PY - 2010 SP - 601 EP - 617 VL - 16 IS - 3 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/cocv/2009012/ DO - 10.1051/cocv/2009012 LA - en ID - COCV_2010__16_3_601_0 ER -
%0 Journal Article %A Zheng, Xi Yin %A Ng, Kung Fu %T Metric subregularity for nonclosed convex multifunctions in normed spaces %J ESAIM: Control, Optimisation and Calculus of Variations %D 2010 %P 601-617 %V 16 %N 3 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/cocv/2009012/ %R 10.1051/cocv/2009012 %G en %F COCV_2010__16_3_601_0
Zheng, Xi Yin; Ng, Kung Fu. Metric subregularity for nonclosed convex multifunctions in normed spaces. ESAIM: Control, Optimisation and Calculus of Variations, Tome 16 (2010) no. 3, pp. 601-617. doi : 10.1051/cocv/2009012. http://www.numdam.org/articles/10.1051/cocv/2009012/
[1] Perturbation Analysis of Optimization Problems. Springer, New York (2000). | Zbl
and ,[2] Weak sharp minima revisited, Part I: Basic theory. Control Cybern. 31 (2002) 399-469. | Zbl
and ,[3] Weak sharp minima revisited, Part III: Error bounds for differentiable convex inclusions. Math. Program. 116 (2009) 37-56. | Zbl
and ,[4] Strong convergence of block-iterative outer approximation methods for convex optimzation. SIAM J. Control Optim. 38 (2000) 538-565. | Zbl
,[5] Regularity and conditioning of solution mappings in variational analysis. Set-Valued Anal. 12 (2004) 79-109. | Zbl
and ,[6] The radius of metric regularity. Trans. Amer. Math. Soc. 355 (2003) 493-517. | Zbl
, and ,[7] Subdifferential conditions for calmness of convex constraints. SIAM J. Optim. 13 (2002) 520-534. | Zbl
and ,[8] Calmness of constraint systems with applications. Math. Program. 104 (2005) 437-464. | Zbl
and ,[9] On the calmness of a class of multifunctions. SIAM J. Optim. 13 (2002) 603-618. | Zbl
, and ,[10] Characterizations of the strong basic constraint qualification. Math. Oper. Res. 30 (2005) 956-965.
,[11] Characterizations of local and global error bounds for convex inequalities in Banach spaces. SIAM J. Optim. 18 (2007) 309-321. | Zbl
,[12] Metric regularity and subdifferential calculus. Russian Math. Surveys 55 (2000) 501-558. | Zbl
,[13] Nonsmooth Equations in Optimization, Regularity, Calculus, Methods and Applications; Nonconvex Optimization and its Application 60. Kluwer Academic Publishers, Dordrecht (2002). | Zbl
and ,[14] Error bounds for convex inequality systems, in Generalized Convexity, Generalized Monotonicity: Recent Results, Proceedings of the Fifth Symposium on Generalized Convexity, Luminy, June 1996, J.-P. Crouzeix, J.-E. Martinez-Legaz and M. Volle Eds., Kluwer Academic Publishers, Dordrecht (1997) 75-100. | Zbl
and ,[15] Abadie's constraint qualification, metric regularity, and error bounds for differentiable convex inequalities. SIAM J. Optim. 7 (1997) 966-978. | Zbl
,[16] Global error bounds for convex multifunctions and applications. Math. Oper. Res. 23 (1998) 443-462. | Zbl
and ,[17] Complete characterization of openness, metric regularity, and Lipschitzian properties of multifunctions. Trans. Amer. Math. Soc. 340 (1993) 1-35. | Zbl
,[18] Error bound for lower semicontinuous functions in normed spaces. SIAM J. Optim. 12 (2001) 1-17. | Zbl
and ,[19] Regularity and stability for convex multivalued fucntions. Math. Oper. Res. 1 (1976) 130-143. | Zbl
,[20] Weak sharp minima, well-behaving functions and global error bounds for convex inequalities in Banach spaces, in Proc. 12th Baical Internat. Conf. on Optimization Methods and their applications, Irkutsk, Russia (2001) 272-284.
,[21] Convex Analysis in General Vector Spaces. World Scientific, Singapore (2002). | Zbl
,[22] A nonlinear extension of Hoffman's error bounds for linear inequalities. Math. Oper. Res. 28 (2003) 524-532. | Zbl
,[23] Metric regularity and constraint qualifications for convex inequalities on Banach spaces. SIAM J. Optim. 14 (2003) 757-772. | Zbl
and ,[24] Metric subregularity and constraint qualifications for convex generalized equations in Banach spaces. SIAM. J. Optim. 18 (2007) 437-460. | Zbl
and ,[25] Linear regularity for a collection of subsmooth sets in Banach spaces. SIAM J. Optim. 19 (2008) 62-76. | Zbl
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