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Duality gap of the conic convex constrained optimization problems in normed spaces
Authors:Liqun Ban  Wen Song
Affiliation:(1) Department of Mathematics, Harbin University of Science and Technology, Harbin, 150080, China;(2) Department of Mathematics, Harbin Normal University, Harbin, 150080, China
Abstract:In this paper, motivated by a result due to Champion [Math. Program.99, 2004], we introduce a property $${mathcal{D}(y)}$$ for a conic quasi-convex vector-valued function in a general normed space. We prove that this property $${mathcal{D}(y)}$$ characterizes the zero duality gap for a class of the conic convex constrained optimization problem in the sense that if this property is satisfied and the objective function f is continuous at some feasible point, then the duality gap is zero, and if this property is not satisfied, then there exists a linear continuous function f such that the duality gap is positive. We also present some sufficient conditions for the property $${mathcal{D}(y).}$$ The work of this author was partially supported by the National Natural Sciences Grant (No. 10671050) and the Excellent Young Teachers Program of MOE,  P.R.C.
Keywords:Zero duality gap  Conical-convex constrained optimization   S-convex mapping     IEq4"  >  /content/h78182105711242g/10107_2008_207_Article_IEq4.gif"   alt="  $${mathcal{D}(y)}$$"   align="  middle"   border="  0"  > property  Normed spaces
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