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A sufficient condition for exact penalty functions
Authors:Alexander J Zaslavski
Institution:(1) Department of Mathematics, The Technion-Israel Institute of Technology, 32000 Haifa, Israel
Abstract:In this paper, we use the penalty approach for constrained minimization problems in infinite dimensional Banach spaces. A penalty function is said to have the exact penalty property if there is a penalty coefficient for which a solution of an unconstrained penalized problem is a solution of the corresponding constrained problem. We establish a simple sufficient condition for exact penalty property for two large classes of constrained minimization problems.
Keywords:Approximate solution  Clarke’  s generalized gradient  Critical point  Ekeland’  s variational principle  Minimization problem  Penalty function
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