On Global Optimality Conditions and Cutting Plane Algorithms |
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Authors: | H Tuy |
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Institution: | (1) National Center for Natural Science and Technology, Institute of Mathematics, Hanoi, Vietnam |
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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. |
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Keywords: | Global optimization DC programming optimality conditions cutting plane algorithms |
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