DC Optimization Approach to Metric Regularity of Convex Multifunctions with Applications to Infinite Systems

DC Optimization Approach to Metric Regularity of Convex Multifunctions with Applications to Infinite Systems

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Article ID: iaor20128239
Volume: 155
Issue: 3
Start Page Number: 762
End Page Number: 784
Publication Date: Dec 2012
Journal: Journal of Optimization Theory and Applications
Authors: ,
Keywords: programming: convex
Abstract:

The paper develops a new approach to the study of metric regularity and related well‐posedness properties of convex set‐valued mappings between general Banach spaces by reducing them to unconstrained minimization problems with objectives given as the difference of convex (DC) functions. In this way, we establish new formulas for calculating the exact regularity bound of closed and convex multifunctions and apply them to deriving explicit conditions ensuring well‐posedness of infinite convex systems described by inequality and equality constraints.

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