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On Global Optimality Conditions and Cutting Plane Algorithms
Authors:H Tuy
Institution:(1) National Center for Natural Science and Technology, Institute of Mathematics, Hanoi, Vietnam
Abstract:We discuss global optimality conditions and cutting plane algorithms for DC optimization. The discussion is motivated by certain incorrect results that have appeared recently in the literature on these topics. Incidentally, we investigate the relation of the Tikhonov reciprocity theorem to the optimality conditions for general nonconvex global optimization problems and show how the outer-approximation scheme developed earlier for DC programming can be used to solve a wider class of problems.
Keywords:Global optimization  DC programming  optimality conditions  cutting plane algorithms
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