Abstract
This article presents new conditions that ensure the closedness of a convex cone in terms of the end set and the extent of its generator. The results significantly extend the classic condition. The new closedness conditions are utilized to obtain a simple formula of the least global error bound and a suitable regularity condition of the set containment problem for sublinear functions.
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Hu, H.: Characterizations of the strong basic constraint qualifications. Math. Oper. Res. 30, 956–965 (2005)
Hu, H.: Characterizations of local and global error bounds for convex inequalities in Banach spaces. SIAM J. Optim. 18, 309–321 (2007)
Rockafellar, R.: Convex Analysis. Princeton University Press, New Jersey (1970)
Bakan, A., Deutsch, F., Li, W.: Strong CHIP, normality, and linear regularity of convex sets. Trans. Am. Math. Soc. 357, 3831–3863 (2005)
Zheng, X., Ng, K.: Metric regularity and constraint qualifications for convex inequalities on Banach spaces. SIAM J. Optim. 14, 757–772 (2004)
Hu, H., Wang, Q.: Local and global error bounds for proper functions. Pac. J. Optim. 6, 177–186 (2010)
Lewis, A., Pang, J.: Error bounds for convex inequality systems. Non-convex Optim. Appl. 27, 75–100 (1997)
Jeyakumar, V.: Characterizing set containments involving infinite convex constraints and reverse-convex constraints. SIAM J. Optim. 13, 947–959 (2003)
Hiriart-Urruty, J.-B., Lemaréchal, C.: Convex Analysis and Minimization Algorithms I, II. Springer, Berlin/Heidelberg (1993)
Moldovan, A., Pellegrini, L.: On regularity for constrained extremum problems. Part I: Sufficient optimality conditions. J. Optim. Theory Appl. 142, 147–163 (2009)
Moldovan, A., Pellegrini, L.: On regularity for constrained extremum problems. Part II: Necessary optimality conditions. J. Optim. Theory Appl. 142, 165–183 (2009)
Giannessi, F.: Constrained Optimization and Image Space Analysis. Separation of Sets and Optimality Conditions, vol. 1. Springer, New York (2005)
Li, W.: Abadie’s constraint qualification, metric regularity, and error bounds for differentiable convex inequalities. SIAM J. Optim. 7, 966–978 (1997)
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Communicated by C. Zălinescu.
The authors wish to thank the referees for their comments and suggestions.
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Hu, H., Wang, Q. Closedness of a Convex Cone and Application by Means of the End Set of a Convex Set. J Optim Theory Appl 151, 633–645 (2011). https://doi.org/10.1007/s10957-011-9823-5
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DOI: https://doi.org/10.1007/s10957-011-9823-5